completed

HTTP 200

0 redirects

38 checks

Website audit scorecard for mnemara.deliberium.ai

The scanner fetched the public page, extracted deterministic facts, and stored scored results across SEO / AEO, security, accessibility, and design.

Submitted

https://mnemara.deliberium.ai/

Final URL

https://mnemara.deliberium.ai

Created

Aug 4, 2026, 10:42 PM

Safe fetch

148 ms

Four-score result

Close to ready (Needs polish): 30 passed, 8 failed, and 0 unknown. Strongest area: Design. Weakest area: Security.

Overall

out of 100

SEO / AEO

out of 100

89/111 rule points

Security

out of 100

47/76 rule points

Accessibility

out of 100

68/94 rule points

Design

out of 100

91/110 rule points

Why this scored this way

Scores are deterministic: each category earns rule points for verified public signals and loses points for failed checks. Unknown checks are shown separately instead of guessed.

Category point breakdown

SEO / AEO89/111

Security47/76

Accessibility68/94

Design91/110

Biggest score-losing checks

high

Accessibility

Rendered axe accessibility violations

axe found 3 violation rule(s), including 2 serious or critical rule(s). Top rules: color-contrast (15), scrollable-region-focusable (1), region (3).

critical

Security

Sensitive file probes

A small allowlist probe returned a public success response.

high

Security

Common security headers

Detected 2 of 5 common public security headers. Present: x-content-type-options, referrer-policy. Missing: strict-transport-security, content-security-policy, x-frame-options.

high

SEO / AEO

sitemap.xml validity

sitemap.xml returned HTTP success but did not contain a urlset or sitemapindex root.

Recommendations

Score-losing issues ordered by remediation priority, severity, and score impact.

5 fixes

6 opportunities

9 insights

fail

critical

Security

Priority 1

Remove exposed sensitive files

-16 rule pts

What failed

A small public allowlist probe found a sensitive-looking file path.

Evidence

A small allowlist probe returned a public success response.

Priority

Priority 1: fix before sharing the page publicly.

Why it matters

Publicly exposed config or backup files can leak implementation details or secrets.

How to fix it

Remove the exposed file, block public access to that path, and rotate any secrets that may have been exposed.

Copyable agent prompt

## Role
Act as a focused public web security remediation expert who can inspect the public page and safely improve the underlying implementation.
## Inputs
- Primary context: Improve mnemara.deliberium.ai at https://mnemara.deliberium.ai.
- Scanner check ID: security_sensitive_file_probes.
- Fix title: Remove exposed sensitive files.
- Scanner check: Sensitive file probes.
- Category: Security.
- Status: fail.
- Severity: critical.
- Priority: 1; lower numbers are more urgent.
- Score impact: 16 rule points lost.
- Evidence: A small allowlist probe returned a public success response.
- What needs attention: A small public allowlist probe found a sensitive-looking file path.
- Why it matters: Publicly exposed config or backup files can leak implementation details or secrets.
- Status-specific guidance: A public check reported a failure. Reproduce or inspect the issue first, then make the smallest safe fix.
- Audience or recipient: The site owner, builder, or marketing team responsible for improving this public page.
- Constraints, examples, or source material: Treat the live URL as the public target to inspect, not as the only source of truth. When repository, CMS, or hosting access is available, use that implementation context before changing anything.
- Target outcome: After the fix is deployed and the public page is rescanned, this specific check should improve or pass without lowering other SEO / AEO, security, accessibility, or design signals.
- Likely places to inspect: public/static folders, storage buckets, web server rules, backup artifacts, config files, and deployment output; server, edge, CDN, hosting, proxy, form action, asset URL, cookie, and public file access configuration; the route, template, component, CMS entry, theme file, or static page that renders the scanned URL; shared layout, metadata, routing, middleware, server, CDN, or hosting configuration if the issue is not in page content; existing tests, build scripts, preview commands, and deployment notes before choosing verification steps.
## Task
Use the provided context to safely complete this workflow: Remove the exposed file, block public access to that path, and rotate any secrets that may have been exposed.
First reproduce or verify the issue from the public page and available implementation source. Then make the smallest stack-appropriate change that fixes the scanner signal and improves the real user experience.
Use this check-specific implementation guide:
- Remove exposed sensitive-looking files from public hosting or block public access to those paths.
- If secrets may have been exposed, recommend rotating them and checking access logs.
- Prefer narrow, production-safe security configuration changes over blanket disables or permissive rules.
- Preserve authentication, authorization, private paths, and sensitive file protections while fixing the public launch page.
- Keep the implementation stack-appropriate: use the existing framework, CMS, hosting provider, design system, and deployment workflow already in the project.
Acceptance criteria for this fix:
- The probed sensitive path no longer returns a public success response.
- No legitimate public asset or route is removed accidentally.
- The public URL keeps legitimate visitors and assets working while removing the reported browser-side or public exposure risk.
- The change does not weaken security headers, authentication, authorization, or private route protections.
- A fresh FreeScan rescan should show this check improved or passing after deployment.
## Output
Return a structured response with these headings: Findings, Changes Made, Verification Results, Rescan Expectation, Rollback Notes, Assumptions.
## Rules
- Ask a clarifying question when required context is missing.
- Preserve the user's intent and avoid inventing facts.
- Verify the issue exists before changing code or content. If the issue is not reproducible, explain what you checked and recommend no code change.
- If the live URL and implementation source disagree, trust the implementation source for edits and use the live URL only to understand current public behavior.
- Keep the change narrowly scoped to this fix unless another change is required to avoid a regression.
- Match the existing framework, style, design system, routing patterns, and content conventions.
- Preserve existing URLs, forms, analytics, SEO metadata, accessibility semantics, and conversion flows unless the fix explicitly requires changing them.
- Do not perform broad refactors, dependency upgrades, redesigns, rewrites, migrations, file deletions, route changes, or destructive commands unless they are explicitly required and approved.
- Make changes that are easy to review and roll back.
- Prefer editing the canonical source of the page over patching built output, generated files, CDN-cached HTML, or minified assets.
- Do not make a cosmetic or placeholder change just to satisfy the scanner; the public page should be materially better for visitors, crawlers, or assistive technology.
- Verify the result with the smallest reliable test, build, browser check, or manual inspection available.
## Safety
- Do not request, expose, or reproduce sensitive data.
- Redact private details from examples unless the user explicitly says they are safe to include.
- Do not use credentials, cookies, authenticated data, hidden form values, or private response bodies.
- Do not weaken security headers, authentication, authorization, privacy controls, accessibility, or error handling to make the scan pass.

fail

high

Accessibility

Priority 5

Fix rendered axe accessibility violations

-18 rule pts

What failed

The rendered page has accessibility rule violations detected by axe-core.

Evidence

axe found 3 violation rule(s), including 2 serious or critical rule(s). Top rules: color-contrast (15), scrollable-region-focusable (1), region (3).

Priority

Priority 5: fix before sharing the page publicly.

Why it matters

axe checks the actual browser-rendered page, so these issues can affect people using keyboards, screen readers, or other assistive technology.

How to fix it

Fix the top axe rule IDs first, especially critical and serious violations around names, roles, labels, headings, contrast, landmarks, and keyboard-accessible controls.

Copyable agent prompt

## Role
Act as a focused web accessibility remediation expert who can inspect the public page and safely improve the underlying implementation.
## Inputs
- Primary context: Improve mnemara.deliberium.ai at https://mnemara.deliberium.ai.
- Scanner check ID: accessibility_axe_violations.
- Fix title: Fix rendered axe accessibility violations.
- Scanner check: Rendered axe accessibility violations.
- Category: Accessibility.
- Status: fail.
- Severity: high.
- Priority: 5; lower numbers are more urgent.
- Score impact: 18 rule points lost.
- Evidence: axe found 3 violation rule(s), including 2 serious or critical rule(s). Top rules: color-contrast (15), scrollable-region-focusable (1), region (3).
- What needs attention: The rendered page has accessibility rule violations detected by axe-core.
- Why it matters: axe checks the actual browser-rendered page, so these issues can affect people using keyboards, screen readers, or other assistive technology.
- Status-specific guidance: A public check reported a failure. Reproduce or inspect the issue first, then make the smallest safe fix.
- Audience or recipient: The site owner, builder, or marketing team responsible for improving this public page.
- Constraints, examples, or source material: Treat the live URL as the public target to inspect, not as the only source of truth. When repository, CMS, or hosting access is available, use that implementation context before changing anything.
- Target outcome: After the fix is deployed and the public page is rescanned, this specific check should improve or pass without lowering other SEO / AEO, security, accessibility, or design signals.
- Likely places to inspect: axe violation details, affected selectors, rendered DOM, component source, and interaction state that triggered the issue; semantic markup, labels, landmarks, headings, focus states, image rendering, form controls, and browser-rendered accessibility output; the route, template, component, CMS entry, theme file, or static page that renders the scanned URL; shared layout, metadata, routing, middleware, server, CDN, or hosting configuration if the issue is not in page content; existing tests, build scripts, preview commands, and deployment notes before choosing verification steps.
## Task
Use the provided context to safely complete this workflow: Fix the top axe rule IDs first, especially critical and serious violations around names, roles, labels, headings, contrast, landmarks, and keyboard-accessible controls.
First reproduce or verify the issue from the public page and available implementation source. Then make the smallest stack-appropriate change that fixes the scanner signal and improves the real user experience.
Use this check-specific implementation guide:
- Fix each reported accessibility violation at the semantic source.
- Avoid suppressing automated checks unless there is a documented false positive.
- Fix the semantic or interaction source of the issue rather than hiding warnings with ARIA or visual-only workarounds.
- Keep keyboard, screen reader, and touch users in the verification path.
- Keep the implementation stack-appropriate: use the existing framework, CMS, hosting provider, design system, and deployment workflow already in the project.
Acceptance criteria for this fix:
- Critical and serious axe issues tied to this page are resolved or clearly documented as non-reproducible.
- Fixes do not introduce new keyboard, label, contrast, or landmark regressions.
- The affected UI remains usable by keyboard and assistive technology and does not introduce heading, label, focus, or contrast regressions.
- The change can be checked in the browser or with an accessibility audit tool when available.
- A fresh FreeScan rescan should show this check improved or passing after deployment.
## Output
Return a structured response with these headings: Findings, Changes Made, Verification Results, Rescan Expectation, Rollback Notes, Assumptions.
## Rules
- Ask a clarifying question when required context is missing.
- Preserve the user's intent and avoid inventing facts.
- Verify the issue exists before changing code or content. If the issue is not reproducible, explain what you checked and recommend no code change.
- If the live URL and implementation source disagree, trust the implementation source for edits and use the live URL only to understand current public behavior.
- Keep the change narrowly scoped to this fix unless another change is required to avoid a regression.
- Match the existing framework, style, design system, routing patterns, and content conventions.
- Preserve existing URLs, forms, analytics, SEO metadata, accessibility semantics, and conversion flows unless the fix explicitly requires changing them.
- Do not perform broad refactors, dependency upgrades, redesigns, rewrites, migrations, file deletions, route changes, or destructive commands unless they are explicitly required and approved.
- Make changes that are easy to review and roll back.
- Prefer editing the canonical source of the page over patching built output, generated files, CDN-cached HTML, or minified assets.
- Do not make a cosmetic or placeholder change just to satisfy the scanner; the public page should be materially better for visitors, crawlers, or assistive technology.
- Verify the result with the smallest reliable test, build, browser check, or manual inspection available.
## Safety
- Do not request, expose, or reproduce sensitive data.
- Redact private details from examples unless the user explicitly says they are safe to include.
- Do not use credentials, cookies, authenticated data, hidden form values, or private response bodies.
- Do not weaken security headers, authentication, authorization, privacy controls, accessibility, or error handling to make the scan pass.

fail

high

Security

Priority 5

Add common public security headers

-13 rule pts

What failed

Several basic browser protection headers were not visible.

Evidence

Detected 2 of 5 common public security headers. Present: x-content-type-options, referrer-policy. Missing: strict-transport-security, content-security-policy, x-frame-options.

Priority

Priority 5: fix before sharing the page publicly.

Why it matters

These headers reduce avoidable browser-side risk and show a baseline of care before launch.

How to fix it

Configure headers such as Strict-Transport-Security, Content-Security-Policy, X-Content-Type-Options, X-Frame-Options, and Referrer-Policy.

Copyable agent prompt

## Role
Act as a focused public web security remediation expert who can inspect the public page and safely improve the underlying implementation.
## Inputs
- Primary context: Improve mnemara.deliberium.ai at https://mnemara.deliberium.ai.
- Scanner check ID: security_common_headers.
- Fix title: Add common public security headers.
- Scanner check: Common security headers.
- Category: Security.
- Status: fail.
- Severity: high.
- Priority: 5; lower numbers are more urgent.
- Score impact: 13 rule points lost.
- Evidence: Detected 2 of 5 common public security headers. Present: x-content-type-options, referrer-policy. Missing: strict-transport-security, content-security-policy, x-frame-options.
- What needs attention: Several basic browser protection headers were not visible.
- Why it matters: These headers reduce avoidable browser-side risk and show a baseline of care before launch.
- Status-specific guidance: A public check reported a failure. Reproduce or inspect the issue first, then make the smallest safe fix.
- Audience or recipient: The site owner, builder, or marketing team responsible for improving this public page.
- Constraints, examples, or source material: Treat the live URL as the public target to inspect, not as the only source of truth. When repository, CMS, or hosting access is available, use that implementation context before changing anything.
- Target outcome: After the fix is deployed and the public page is rescanned, this specific check should improve or pass without lowering other SEO / AEO, security, accessibility, or design signals.
- Likely places to inspect: hosting headers, server middleware, edge/proxy config, CDN rules, and framework security header configuration; server, edge, CDN, hosting, proxy, form action, asset URL, cookie, and public file access configuration; the route, template, component, CMS entry, theme file, or static page that renders the scanned URL; shared layout, metadata, routing, middleware, server, CDN, or hosting configuration if the issue is not in page content; existing tests, build scripts, preview commands, and deployment notes before choosing verification steps.
## Task
Use the provided context to safely complete this workflow: Configure headers such as Strict-Transport-Security, Content-Security-Policy, X-Content-Type-Options, X-Frame-Options, and Referrer-Policy.
First reproduce or verify the issue from the public page and available implementation source. Then make the smallest stack-appropriate change that fixes the scanner signal and improves the real user experience.
Use this check-specific implementation guide:
- Add missing common browser protection headers with values appropriate for the site.
- Test CSP or frame policies carefully so they do not break scripts, images, analytics, payments, embeds, or auth.
- Prefer narrow, production-safe security configuration changes over blanket disables or permissive rules.
- Preserve authentication, authorization, private paths, and sensitive file protections while fixing the public launch page.
- Keep the implementation stack-appropriate: use the existing framework, CMS, hosting provider, design system, and deployment workflow already in the project.
Acceptance criteria for this fix:
- Important security headers are visible on the public response.
- The page still renders and key flows still work after header changes.
- The public URL keeps legitimate visitors and assets working while removing the reported browser-side or public exposure risk.
- The change does not weaken security headers, authentication, authorization, or private route protections.
- A fresh FreeScan rescan should show this check improved or passing after deployment.
## Output
Return a structured response with these headings: Findings, Changes Made, Verification Results, Rescan Expectation, Rollback Notes, Assumptions.
## Rules
- Ask a clarifying question when required context is missing.
- Preserve the user's intent and avoid inventing facts.
- Verify the issue exists before changing code or content. If the issue is not reproducible, explain what you checked and recommend no code change.
- If the live URL and implementation source disagree, trust the implementation source for edits and use the live URL only to understand current public behavior.
- Keep the change narrowly scoped to this fix unless another change is required to avoid a regression.
- Match the existing framework, style, design system, routing patterns, and content conventions.
- Preserve existing URLs, forms, analytics, SEO metadata, accessibility semantics, and conversion flows unless the fix explicitly requires changing them.
- Do not perform broad refactors, dependency upgrades, redesigns, rewrites, migrations, file deletions, route changes, or destructive commands unless they are explicitly required and approved.
- Make changes that are easy to review and roll back.
- Prefer editing the canonical source of the page over patching built output, generated files, CDN-cached HTML, or minified assets.
- Do not make a cosmetic or placeholder change just to satisfy the scanner; the public page should be materially better for visitors, crawlers, or assistive technology.
- Verify the result with the smallest reliable test, build, browser check, or manual inspection available.
## Safety
- Do not request, expose, or reproduce sensitive data.
- Redact private details from examples unless the user explicitly says they are safe to include.
- Do not use credentials, cookies, authenticated data, hidden form values, or private response bodies.
- Do not weaken security headers, authentication, authorization, privacy controls, accessibility, or error handling to make the scan pass.

fail

high

SEO / AEO

Priority 3

Add a useful meta description

-10 rule pts

What failed

The page does not expose a strong short summary for search and answer engines.

Evidence

Meta description is 251 characters.

Priority

Priority 3: fix before sharing the page publicly.

Why it matters

A missing description makes previews weaker when early users share or find the page.

How to fix it

Add a meta description around 50 to 170 characters that says who the product helps and what outcome it creates.

Copyable agent prompt

## Role
Act as a focused technical SEO, AEO, and crawlability remediation expert who can inspect the public page and safely improve the underlying implementation.
## Inputs
- Primary context: Improve mnemara.deliberium.ai at https://mnemara.deliberium.ai.
- Scanner check ID: seo_meta_description.
- Fix title: Add a useful meta description.
- Scanner check: Meta description.
- Category: SEO / AEO.
- Status: fail.
- Severity: high.
- Priority: 3; lower numbers are more urgent.
- Score impact: 10 rule points lost.
- Evidence: Meta description is 251 characters.
- What needs attention: The page does not expose a strong short summary for search and answer engines.
- Why it matters: A missing description makes previews weaker when early users share or find the page.
- Status-specific guidance: A public check reported a failure. Reproduce or inspect the issue first, then make the smallest safe fix.
- Audience or recipient: The site owner, builder, or marketing team responsible for improving this public page.
- Constraints, examples, or source material: Treat the live URL as the public target to inspect, not as the only source of truth. When repository, CMS, or hosting access is available, use that implementation context before changing anything.
- Target outcome: After the fix is deployed and the public page is rescanned, this specific check should improve or pass without lowering other SEO / AEO, security, accessibility, or design signals.
- Likely places to inspect: meta description source in metadata config, CMS SEO fields, layout defaults, route config, or template head; metadata/head configuration, canonical URL logic, robots and sitemap routes, structured data blocks, page copy, headings, and internal navigation; the route, template, component, CMS entry, theme file, or static page that renders the scanned URL; shared layout, metadata, routing, middleware, server, CDN, or hosting configuration if the issue is not in page content; existing tests, build scripts, preview commands, and deployment notes before choosing verification steps.
## Task
Use the provided context to safely complete this workflow: Add a meta description around 50 to 170 characters that says who the product helps and what outcome it creates.
First reproduce or verify the issue from the public page and available implementation source. Then make the smallest stack-appropriate change that fixes the scanner signal and improves the real user experience.
Use this check-specific implementation guide:
- Write a concise page summary that states who the page helps and what outcome it offers.
- Avoid generic marketing filler, duplicated descriptions across unrelated pages, and facts not visible or supported on the page.
- Keep all metadata, headings, schema, canonical URLs, and visible copy consistent with the same public facts.
- Use accurate, crawlable, human-visible content as the source for search and answer-engine improvements.
- Keep the implementation stack-appropriate: use the existing framework, CMS, hosting provider, design system, and deployment workflow already in the project.
Acceptance criteria for this fix:
- The public HTML exposes one accurate meta description around 50 to 170 characters.
- The description aligns with the title, H1, Open Graph description, and visible page content.
- The public URL exposes the corrected crawl/search/answer signal in rendered HTML or reachable public files.
- The change should be visible to a fresh unauthenticated request and likely improve the related FreeScan SEO / AEO check on rescan.
- A fresh FreeScan rescan should show this check improved or passing after deployment.
## Output
Return a structured response with these headings: Findings, Changes Made, Verification Results, Rescan Expectation, Rollback Notes, Assumptions.
## Rules
- Ask a clarifying question when required context is missing.
- Preserve the user's intent and avoid inventing facts.
- Verify the issue exists before changing code or content. If the issue is not reproducible, explain what you checked and recommend no code change.
- If the live URL and implementation source disagree, trust the implementation source for edits and use the live URL only to understand current public behavior.
- Keep the change narrowly scoped to this fix unless another change is required to avoid a regression.
- Match the existing framework, style, design system, routing patterns, and content conventions.
- Preserve existing URLs, forms, analytics, SEO metadata, accessibility semantics, and conversion flows unless the fix explicitly requires changing them.
- Do not perform broad refactors, dependency upgrades, redesigns, rewrites, migrations, file deletions, route changes, or destructive commands unless they are explicitly required and approved.
- Make changes that are easy to review and roll back.
- Prefer editing the canonical source of the page over patching built output, generated files, CDN-cached HTML, or minified assets.
- Do not make a cosmetic or placeholder change just to satisfy the scanner; the public page should be materially better for visitors, crawlers, or assistive technology.
- Verify the result with the smallest reliable test, build, browser check, or manual inspection available.
## Safety
- Do not request, expose, or reproduce sensitive data.
- Redact private details from examples unless the user explicitly says they are safe to include.
- Do not use credentials, cookies, authenticated data, hidden form values, or private response bodies.
- Do not weaken security headers, authentication, authorization, privacy controls, accessibility, or error handling to make the scan pass.

fail

high

SEO / AEO

Priority 7

Publish a valid sitemap.xml

-12 rule pts

What failed

The sitemap file was not reachable or did not look like valid sitemap XML.

Evidence

sitemap.xml returned HTTP success but did not contain a urlset or sitemapindex root.

Priority

Priority 7: fix during launch polish.

Why it matters

A sitemap helps search engines discover the landing page and related public pages sooner.

How to fix it

Add a static sitemap file or dynamic /sitemap.xml route with valid urlset or sitemapindex XML, include your public canonical URLs, and confirm it returns HTTP 200.

Copyable agent prompt

## Role
Act as a focused technical SEO, AEO, and crawlability remediation expert who can inspect the public page and safely improve the underlying implementation.
## Inputs
- Primary context: Improve mnemara.deliberium.ai at https://mnemara.deliberium.ai.
- Scanner check ID: seo_sitemap_xml.
- Fix title: Publish a valid sitemap.xml.
- Scanner check: sitemap.xml validity.
- Category: SEO / AEO.
- Status: fail.
- Severity: high.
- Priority: 7; lower numbers are more urgent.
- Score impact: 12 rule points lost.
- Evidence: sitemap.xml returned HTTP success but did not contain a urlset or sitemapindex root.
- What needs attention: The sitemap file was not reachable or did not look like valid sitemap XML.
- Why it matters: A sitemap helps search engines discover the landing page and related public pages sooner.
- Status-specific guidance: A public check reported a failure. Reproduce or inspect the issue first, then make the smallest safe fix.
- Audience or recipient: The site owner, builder, or marketing team responsible for improving this public page.
- Constraints, examples, or source material: Treat the live URL as the public target to inspect, not as the only source of truth. When repository, CMS, or hosting access is available, use that implementation context before changing anything.
- Target outcome: After the fix is deployed and the public page is rescanned, this specific check should improve or pass without lowering other SEO / AEO, security, accessibility, or design signals.
- Likely places to inspect: static sitemap file, dynamic sitemap route, sitemap index, canonical URL generation, and deployment output; metadata/head configuration, canonical URL logic, robots and sitemap routes, structured data blocks, page copy, headings, and internal navigation; the route, template, component, CMS entry, theme file, or static page that renders the scanned URL; shared layout, metadata, routing, middleware, server, CDN, or hosting configuration if the issue is not in page content; existing tests, build scripts, preview commands, and deployment notes before choosing verification steps.
## Task
Use the provided context to safely complete this workflow: Add a static sitemap file or dynamic /sitemap.xml route with valid urlset or sitemapindex XML, include your public canonical URLs, and confirm it returns HTTP 200.
First reproduce or verify the issue from the public page and available implementation source. Then make the smallest stack-appropriate change that fixes the scanner signal and improves the real user experience.
Use this check-specific implementation guide:
- Provide either a static sitemap.xml or dynamic /sitemap.xml route with valid urlset or sitemapindex XML.
- Include canonical public URLs and avoid localhost, staging, private, noindex, or duplicate URLs.
- Keep all metadata, headings, schema, canonical URLs, and visible copy consistent with the same public facts.
- Use accurate, crawlable, human-visible content as the source for search and answer-engine improvements.
- Keep the implementation stack-appropriate: use the existing framework, CMS, hosting provider, design system, and deployment workflow already in the project.
Acceptance criteria for this fix:
- /sitemap.xml returns HTTP 200 with a valid urlset or sitemapindex root.
- The sitemap contains at least the scanned public page or its canonical equivalent.
- The public URL exposes the corrected crawl/search/answer signal in rendered HTML or reachable public files.
- The change should be visible to a fresh unauthenticated request and likely improve the related FreeScan SEO / AEO check on rescan.
- A fresh FreeScan rescan should show this check improved or passing after deployment.
## Output
Return a structured response with these headings: Findings, Changes Made, Verification Results, Rescan Expectation, Rollback Notes, Assumptions.
## Rules
- Ask a clarifying question when required context is missing.
- Preserve the user's intent and avoid inventing facts.
- Verify the issue exists before changing code or content. If the issue is not reproducible, explain what you checked and recommend no code change.
- If the live URL and implementation source disagree, trust the implementation source for edits and use the live URL only to understand current public behavior.
- Keep the change narrowly scoped to this fix unless another change is required to avoid a regression.
- Match the existing framework, style, design system, routing patterns, and content conventions.
- Preserve existing URLs, forms, analytics, SEO metadata, accessibility semantics, and conversion flows unless the fix explicitly requires changing them.
- Do not perform broad refactors, dependency upgrades, redesigns, rewrites, migrations, file deletions, route changes, or destructive commands unless they are explicitly required and approved.
- Make changes that are easy to review and roll back.
- Prefer editing the canonical source of the page over patching built output, generated files, CDN-cached HTML, or minified assets.
- Do not make a cosmetic or placeholder change just to satisfy the scanner; the public page should be materially better for visitors, crawlers, or assistive technology.
- Verify the result with the smallest reliable test, build, browser check, or manual inspection available.
## Safety
- Do not request, expose, or reproduce sensitive data.
- Redact private details from examples unless the user explicitly says they are safe to include.
- Do not use credentials, cookies, authenticated data, hidden form values, or private response bodies.
- Do not weaken security headers, authentication, authorization, privacy controls, accessibility, or error handling to make the scan pass.

Horizontal overflow: 0px. Small tap targets: 17.

Failed: earned 0 of 9 points.

Priority: Priority 13: fix during launch polish.

Why it matters: Horizontal overflow and tiny tap targets make the page feel broken on real devices, especially for mobile visitors.

Fix: Remove elements wider than the viewport, add responsive constraints, and make important links, buttons, inputs, and controls at least 40px tall and wide where possible.

Copyable agent prompt

## Role
Act as a focused conversion-focused frontend quality remediation expert who can inspect the public page and safely improve the underlying implementation.
## Inputs
- Primary context: Improve mnemara.deliberium.ai at https://mnemara.deliberium.ai.
- Scanner check ID: design_rendered_layout.
- Fix title: Fix rendered layout ergonomics.
- Scanner check: Rendered layout ergonomics.
- Category: Design.
- Status: fail.
- Severity: medium.
- Priority: 13; lower numbers are more urgent.
- Score impact: 9 of 9 rule points lost.
- Evidence: Horizontal overflow: 0px. Small tap targets: 17.
- What needs attention: The browser-rendered page has layout or tap-target issues.
- Why it matters: Horizontal overflow and tiny tap targets make the page feel broken on real devices, especially for mobile visitors.
- Status-specific guidance: A public check reported a failure. Reproduce or inspect the issue first, then make the smallest safe fix.
- Audience or recipient: The site owner, builder, or marketing team responsible for improving this public page.
- Constraints, examples, or source material: Treat the live URL as the public target to inspect, not as the only source of truth. When repository, CMS, or hosting access is available, use that implementation context before changing anything.
- Target outcome: After the fix is deployed and the public page is rescanned, this specific check should improve or pass without lowering other SEO / AEO, security, accessibility, or design signals.
- Likely places to inspect: mobile viewport, horizontal overflow sources, tap target sizes, fixed-position elements, menus, forms, and embeds; page layout, responsive CSS, component states, copy hierarchy, CTA placement, spacing tokens, rendered console output, and performance-sensitive assets; the route, template, component, CMS entry, theme file, or static page that renders the scanned URL; shared layout, metadata, routing, middleware, server, CDN, or hosting configuration if the issue is not in page content; existing tests, build scripts, preview commands, and deployment notes before choosing verification steps.
## Task
Use the provided context to safely complete this workflow: Remove elements wider than the viewport, add responsive constraints, and make important links, buttons, inputs, and controls at least 40px tall and wide where possible.
First reproduce or verify the issue from the public page and available implementation source. Then make the smallest stack-appropriate change that fixes the scanner signal and improves the real user experience.
Use this check-specific implementation guide:
- Constrain overflowing elements and increase small important tap targets where possible.
- Preserve layout intent while making the rendered page usable on real devices.
- Improve the actual rendered page at mobile and desktop sizes, not only the source code shape.
- Preserve core conversion flows while making layout, hierarchy, readability, or runtime health better.
- Keep the implementation stack-appropriate: use the existing framework, CMS, hosting provider, design system, and deployment workflow already in the project.
Acceptance criteria for this fix:
- The rendered page has no meaningful horizontal overflow.
- Important links, buttons, inputs, and controls are comfortably tappable.
- The rendered page is visually stable and usable on mobile and desktop viewports.
- The fix does not hide content, break CTAs, introduce console errors, or reduce clarity for visitors.
- A fresh FreeScan rescan should show this check improved or passing after deployment.
## Output
Return a structured response with these headings: Findings, Changes Made, Verification Results, Rescan Expectation, Rollback Notes, Assumptions.
## Rules
- Ask a clarifying question when required context is missing.
- Preserve the user's intent and avoid inventing facts.
- Verify the issue exists before changing code or content. If the issue is not reproducible, explain what you checked and recommend no code change.
- If the live URL and implementation source disagree, trust the implementation source for edits and use the live URL only to understand current public behavior.
- Keep the change narrowly scoped to this fix unless another change is required to avoid a regression.
- Match the existing framework, style, design system, routing patterns, and content conventions.
- Preserve existing URLs, forms, analytics, SEO metadata, accessibility semantics, and conversion flows unless the fix explicitly requires changing them.
- Do not perform broad refactors, dependency upgrades, redesigns, rewrites, migrations, file deletions, route changes, or destructive commands unless they are explicitly required and approved.
- Make changes that are easy to review and roll back.
- Prefer editing the canonical source of the page over patching built output, generated files, CDN-cached HTML, or minified assets.
- Do not make a cosmetic or placeholder change just to satisfy the scanner; the public page should be materially better for visitors, crawlers, or assistive technology.
- Verify the result with the smallest reliable test, build, browser check, or manual inspection available.
## Safety
- Do not request, expose, or reproduce sensitive data.
- Redact private details from examples unless the user explicitly says they are safe to include.
- Do not use credentials, cookies, authenticated data, hidden form values, or private response bodies.
- Do not weaken security headers, authentication, authorization, privacy controls, accessibility, or error handling to make the scan pass.

Page-level AEO readiness

Shared eligibility and content signals that affect every search and answer agent.

90/100 ready

Index and citation eligibility

No general noindex directive was detected.

Snippet and answer controls

No general nosnippet or max-snippet:0 control was detected.

Canonical alignment

The canonical resolves to the scanned public URL.

Sitemap coverage and freshness

The exact scanned URL was not found in the fetched sitemap.xml.

Structured data

Detected 1 JSON-LD block(s), 0 parse error(s), and types Organization, SoftwareSourceCode.

Public or paywalled content

No isAccessibleForFree structured-data value was detected.

Entity clarity

Detected 3 of 3 core identity signals across the title, description, and H1.

Answer-ready visible text

Detected 1146 visible words and 21 audience, use-case, pricing, or integration signals.

Authorship and accountability

Detected author or accountable entity: Deliberium contributors.

Published or updated date

No datePublished or dateModified value was detected in structured data.

Supporting-source links

Detected 17 external source or reference link(s); link quality still requires editorial review.

Rendered content availability

Rendered audit completed with 217 visible text element(s).

Synthetic search-agent reachability

8 of 8 search/discovery User-Agent probes returned reachable content.

Optional LLM-readable summary

https://mnemara.deliberium.ai/llms.txt returned HTTP 200; this is supplemental and does not determine AI-search eligibility.

OpenAIChatGPT search

OAI-SearchBot

PASS · ALLOWED

AI search

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

OpenAIOpenAI model training

GPTBot

POLICY ALLOWED

Model training

Robots: allowed

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

OpenAIChatGPT user fetches

ChatGPT-User

UNKNOWN

User-requested fetch

Robots: not applicable to user-requested fetches

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

AnthropicClaude model training

ClaudeBot

POLICY ALLOWED

Model training

Robots: allowed

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

AnthropicClaude search

Claude-SearchBot

PASS · ALLOWED

AI search

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

AnthropicClaude user fetches

Claude-User

PASS · ALLOWED

User-requested fetch

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

GoogleGoogle Search and AI features

Googlebot

PASS · ALLOWED

Search and discovery

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

GoogleGemini data use and grounding

Google-Extended

POLICY ALLOWED

Data-use policy control

Robots: allowed

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

MicrosoftBing and Copilot

Bingbot

PASS · ALLOWED

Search and discovery

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

PerplexityPerplexity search

PerplexityBot

PASS · ALLOWED

AI search

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

PerplexityPerplexity user fetches

Perplexity-User

UNKNOWN

User-requested fetch

Robots: not applicable to user-requested fetches

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

AppleSiri, Spotlight, and Safari search

Applebot

PASS · ALLOWED

Search and discovery

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

AppleApple foundation-model training

Applebot-Extended

POLICY ALLOWED

Data-use policy control

Robots: allowed

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

Mistral AIMistral search

MistralAI-Index

PASS · ALLOWED

AI search

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

Mistral AIMistral user fetches

MistralAI-User

PASS · ALLOWED

User-requested fetch

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

MetaMeta AI model and product data

meta-externalagent

POLICY ALLOWED

Model training

Robots: allowed

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

MetaMeta AI user fetches

meta-externalfetcher

PASS · ALLOWED

User-requested fetch

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

AmazonAmazon model training

Amazonbot

POLICY ALLOWED

Model training

Robots: allowed

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

AmazonAlexa and Rufus search

Amzn-SearchBot

PASS · ALLOWED

AI search

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

AmazonAlexa user fetches

Amzn-User

PASS · ALLOWED

User-requested fetch

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

Common CrawlOpen web datasets

CCBot

POLICY ALLOWED

Model training

Robots: allowed

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

Ready combines robots policy, a bounded synthetic User-Agent fetch, indexability, and snippet eligibility. Synthetic probes do not prove vendor-origin traffic. Purple preference states are training or data-use choices and do not lower the AEO score.

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mnemara.deliberium.ai website audit report

Close to ready: 74/100 overall, with prioritized fixes for SEO, security, accessibility, and design.

Public report link

Markdown report

# mnemara.deliberium.ai Website Scan

Scanned URL: [https://mnemara.deliberium.ai](https://mnemara.deliberium.ai)
Report URL: /scan/mnemara-deliberium-ai-74-launch-readiness-report-459f656b
Created: 2026-08-04T22:42:48.695Z

## Score Summary

- Overall: 74/100
- SEO / AEO: 80/100
- Security: 62/100
- Accessibility: 72/100
- Design: 83/100

## Launch Readiness

Close to ready (Needs polish).

Passed: 30. Failed: 8. Unknown: 0.
Strongest area: Design. Weakest area: Security.

## AI Crawler Access

These results combine robots.txt policy, page controls, and bounded synthetic User-Agent probes. Synthetic probes do not prove that traffic came from the vendor; training and data-use choices are neutral publisher preferences.

- **OpenAI — ChatGPT search** (OAI-SearchBot): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks OAI-SearchBot from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **OpenAI — OpenAI model training** (GPTBot): PREFERENCE — robots allowed; synthetic probe not_tested. No matching robots.txt rule blocks GPTBot from /. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.
- **OpenAI — ChatGPT user fetches** (ChatGPT-User): UNKNOWN — robots not_applicable; synthetic probe not_tested. ChatGPT-User is used for user-requested retrieval, so robots.txt is not treated as a reliable access control for this row. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.
- **Anthropic — Claude model training** (ClaudeBot): PREFERENCE — robots allowed; synthetic probe not_tested. No matching robots.txt rule blocks ClaudeBot from /. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.
- **Anthropic — Claude search** (Claude-SearchBot): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks Claude-SearchBot from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Anthropic — Claude user fetches** (Claude-User): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks Claude-User from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Google — Google Search and AI features** (Googlebot): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks Googlebot from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Google — Gemini data use and grounding** (Google-Extended): PREFERENCE — robots allowed; synthetic probe not_tested. No matching robots.txt rule blocks Google-Extended from /. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.
- **Microsoft — Bing and Copilot** (Bingbot): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks Bingbot from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Perplexity — Perplexity search** (PerplexityBot): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks PerplexityBot from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Perplexity — Perplexity user fetches** (Perplexity-User): UNKNOWN — robots not_applicable; synthetic probe not_tested. Perplexity-User is used for user-requested retrieval, so robots.txt is not treated as a reliable access control for this row. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.
- **Apple — Siri, Spotlight, and Safari search** (Applebot): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks Applebot from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Apple — Apple foundation-model training** (Applebot-Extended): PREFERENCE — robots allowed; synthetic probe not_tested. No matching robots.txt rule blocks Applebot-Extended from /. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.
- **Mistral AI — Mistral search** (MistralAI-Index): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks MistralAI-Index from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Mistral AI — Mistral user fetches** (MistralAI-User): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks MistralAI-User from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Meta — Meta AI model and product data** (meta-externalagent): PREFERENCE — robots allowed; synthetic probe not_tested. No matching robots.txt rule blocks meta-externalagent from /. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.
- **Meta — Meta AI user fetches** (meta-externalfetcher): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks meta-externalfetcher from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Amazon — Amazon model training** (Amazonbot): PREFERENCE — robots allowed; synthetic probe not_tested. No matching robots.txt rule blocks Amazonbot from /. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.
- **Amazon — Alexa and Rufus search** (Amzn-SearchBot): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks Amzn-SearchBot from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Amazon — Alexa user fetches** (Amzn-User): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks Amzn-User from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Common Crawl — Open web datasets** (CCBot): PREFERENCE — robots allowed; synthetic probe not_tested. No matching robots.txt rule blocks CCBot from /. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.

## Page-level AEO Readiness

Readiness: 90/100

- **Index and citation eligibility**: PASS — No general noindex directive was detected.
- **Snippet and answer controls**: PASS — No general nosnippet or max-snippet:0 control was detected.
- **Canonical alignment**: PASS — The canonical resolves to the scanned public URL.
- **Sitemap coverage and freshness**: FAIL — The exact scanned URL was not found in the fetched sitemap.xml.
- **Structured data**: PASS — Detected 1 JSON-LD block(s), 0 parse error(s), and types Organization, SoftwareSourceCode.
- **Public or paywalled content**: UNKNOWN — No isAccessibleForFree structured-data value was detected.
- **Entity clarity**: PASS — Detected 3 of 3 core identity signals across the title, description, and H1.
- **Answer-ready visible text**: PASS — Detected 1146 visible words and 21 audience, use-case, pricing, or integration signals.
- **Authorship and accountability**: PASS — Detected author or accountable entity: Deliberium contributors.
- **Published or updated date**: UNKNOWN — No datePublished or dateModified value was detected in structured data.
- **Supporting-source links**: PASS — Detected 17 external source or reference link(s); link quality still requires editorial review.
- **Rendered content availability**: PASS — Rendered audit completed with 217 visible text element(s).
- **Synthetic search-agent reachability**: PASS — 8 of 8 search/discovery User-Agent probes returned reachable content.
- **Optional LLM-readable summary**: INFO — https://mnemara.deliberium.ai/llms.txt returned HTTP 200; this is supplemental and does not determine AI-search eligibility.

## Prioritized Fixes

### 1. Remove exposed sensitive files

- Category: Security
- Status: fail
- Severity: critical
- Rule points lost: 16
- Evidence: A small allowlist probe returned a public success response.
- Why it matters: Publicly exposed config or backup files can leak implementation details or secrets.
- Fix: Remove the exposed file, block public access to that path, and rotate any secrets that may have been exposed.

### 2. Fix rendered axe accessibility violations

- Category: Accessibility
- Status: fail
- Severity: high
- Rule points lost: 18
- Evidence: axe found 3 violation rule(s), including 2 serious or critical rule(s). Top rules: color-contrast (15), scrollable-region-focusable (1), region (3).
- Why it matters: axe checks the actual browser-rendered page, so these issues can affect people using keyboards, screen readers, or other assistive technology.
- Fix: Fix the top axe rule IDs first, especially critical and serious violations around names, roles, labels, headings, contrast, landmarks, and keyboard-accessible controls.

### 3. Add common public security headers

- Category: Security
- Status: fail
- Severity: high
- Rule points lost: 13
- Evidence: Detected 2 of 5 common public security headers. Present: x-content-type-options, referrer-policy. Missing: strict-transport-security, content-security-policy, x-frame-options.
- Why it matters: These headers reduce avoidable browser-side risk and show a baseline of care before launch.
- Fix: Configure headers such as Strict-Transport-Security, Content-Security-Policy, X-Content-Type-Options, X-Frame-Options, and Referrer-Policy.

### 4. Add a useful meta description

- Category: SEO / AEO
- Status: fail
- Severity: high
- Rule points lost: 10
- Evidence: Meta description is 251 characters.
- Why it matters: A missing description makes previews weaker when early users share or find the page.
- Fix: Add a meta description around 50 to 170 characters that says who the product helps and what outcome it creates.

### 5. Publish a valid sitemap.xml

- Category: SEO / AEO
- Status: fail
- Severity: high
- Rule points lost: 12
- Evidence: sitemap.xml returned HTTP success but did not contain a urlset or sitemapindex root.
- Why it matters: A sitemap helps search engines discover the landing page and related public pages sooner.
- Fix: Add a static sitemap file or dynamic /sitemap.xml route with valid urlset or sitemapindex XML, include your public canonical URLs, and confirm it returns HTTP 200.

## Opportunities

### Add answer-ready sections for common buyer questions

- Impact: high
- Category: SEO / AEO
- Evidence: Pricing signals: 0. Use-case signals: 0. Integration/API signals: 6.
- Why it matters: Answer engines and search visitors need concise textual answers to summarize who the product is for, how it works, what it costs, and what it connects with.
- Next step: Add short, crawlable sections for pricing or plans, ideal users, use cases, integrations, security, and how the product differs from alternatives.

### Make trust and proof easier to detect

- Impact: medium
- Category: Design
- Evidence: Detected 0 trust-signal keyword occurrence(s).
- Why it matters: Visitors who arrive cold from search, social, or AI citations need proof before they submit a form, start a trial, or buy.
- Next step: Add honest proof such as customer quotes, recognizable logos, security notes, usage stats, reviews, case studies, or founder credibility.

### Review snippet and preview controls

- Impact: low
- Category: SEO / AEO
- Evidence: Open Graph image was detected. Preview controls detected: 0.
- Why it matters: Preview controls can clarify how much text, image, and video content search systems may show from the page.
- Next step: Only add robots preview controls when you intentionally want to limit snippets or image/video previews; otherwise leave previews open.

### Tighten the live color system

- Impact: high
- Category: Accessibility
- Evidence: 35 of 100 rendered contrast sample(s) missed target. Worst ratio: 1.
- Why it matters: Computed contrast catches the actual colors visitors see after CSS, themes, and overlays are applied.
- Next step: Audit foreground/background token pairs for body text, muted text, links, buttons, inputs, and badges, then raise weak pairs to WCAG AA contrast targets.

### Polish rendered responsive ergonomics

- Impact: medium
- Category: Design
- Evidence: Horizontal overflow: 0px. Small tap targets: 17.
- Why it matters: Overflow and tiny controls are easy for static scans to miss but obvious to real users, especially on mobile and tablet layouts.
- Next step: Constrain wide elements, avoid fixed-width content that exceeds the viewport, and increase touch target sizes for interactive controls.

### Measure search performance with first-party data

- Impact: medium
- Category: SEO / AEO
- Evidence: robots.txt and sitemap.xml were reachable, so the site has the basics needed for Search Console verification and monitoring.
- Why it matters: A scan can identify technical readiness, but Search Console and analytics reveal impressions, queries, clicks, pages, and conversions over time.
- Next step: Verify the domain in Search Console, submit the sitemap, and pair query/page data with analytics events for signups, demo requests, and purchases.

## Insights

### The page appears basically crawlable

- Category: SEO / AEO
- Evidence: HTTP 200. robots.txt: HTTP 200. sitemap.xml: HTTP 200. noindex check: clear.
- Interpretation: The public page satisfies the basic crawl/index path the scan can verify.
- Recommended use: Use this as the first launch gate before deeper content, ranking, or AI visibility work.

### AEO depends on normal SEO plus answerable text

- Category: SEO / AEO
- Evidence: Visible words: 1146. H1 count: 1. Audience signals: 15. CTA labels: Get Started, Get Started.
- Interpretation: Google AI features currently rely on standard Search eligibility; the extra advantage comes from content that is easy to quote, summarize, and verify.
- Recommended use: Prioritize clear text answers, crawlable support pages, accurate schema, and visible proof over speculative AI-only markup.

### Detected entity signals

- Category: SEO / AEO
- Evidence: Title: Mnemara — Local-First, Explainable AI Memory Engine. H1: Intelligence needs 
             a place to live.. Schema types: Organization, SoftwareSourceCode.
- Interpretation: The stronger and more consistent these entity signals are, the easier it is for search and answer systems to identify the brand, product category, and page purpose.
- Recommended use: Keep the title, H1, meta description, Open Graph, schema, footer, and about/pricing/docs pages aligned around the same product facts.

### Structured data is present

- Category: SEO / AEO
- Evidence: JSON-LD blocks: 1. Types: Organization, SoftwareSourceCode. Parse errors: 0.
- Interpretation: The page exposes machine-readable facts, but quality still depends on whether those facts match visible content.
- Recommended use: Validate JSON-LD and use only accurate facts that are visible or clearly supported on the public page.

### Weakest score area

- Category: Security
- Evidence: SEO / AEO: 80/100. Security: 62/100. Accessibility: 72/100. Design: 83/100
- Interpretation: The weakest area is Security, so improvements there should have the most visible effect on readiness.
- Recommended use: Use the score mix to choose the next workstream instead of treating every issue as equally urgent.

### LLM-readable file found

- Category: SEO / AEO
- Evidence: https://mnemara.deliberium.ai/llms.txt returned HTTP 200.
- Interpretation: llms.txt can be a useful optional summary for agents, but it should not be treated as a guaranteed AI search ranking factor.
- Recommended use: Invest first in crawlability, helpful visible content, internal links, and accurate schema; add llms.txt as a tidy supplement.

### Rendered page experience snapshot

- Category: Design
- Evidence: Rendered text samples: 100. Contrast failures: 35. Console errors: 0. Horizontal overflow: 0px.
- Interpretation: The scan inspected the browser-rendered page, so contrast, runtime, layout, and timing signals are more representative than static markup alone.
- Recommended use: Use rendered checks to prioritize issues that visitors actually experience after JavaScript and CSS load.

### Rendered speed snapshot

- Category: Design
- Evidence: DOMContentLoaded: 820ms. Load complete: 821ms. First contentful paint: 920ms. Resources: 14. Scripts: 3. Images: 2. Third-party origins: 5. Transfer: not available.
- Interpretation: These are lightweight browser timings from one rendered scan, so they are useful directional signals rather than real-user performance proof.
- Recommended use: Use slow timings, high script counts, heavy transfer size, and many third-party origins to choose focused speed work, then verify important changes with analytics or field data when available.

### Rendered axe accessibility snapshot

- Category: Accessibility
- Evidence: axe violations: 3. Critical: 0. Serious: 2. Top rules: color-contrast, scrollable-region-focusable, region.
- Interpretation: axe-core catches common accessibility failures in the actual rendered DOM, but it is still automated coverage and not a full manual accessibility audit.
- Recommended use: Treat critical and serious axe failures as high-priority fixes, then manually review keyboard flow, focus states, screen reader meaning, and interaction states.

## Scope

FreeScan.app performs safe public checks only. It is not a penetration test, full SEO engagement, full accessibility audit, WCAG certification, backlink audit, rank tracker, or analytics platform.

Public reports expose the scanned public URL, safe scores, sanitized public evidence, and fix guidance. They do not include credentials, cookies, hidden form values, or sensitive response bodies.

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Rerun the full deterministic scanner for mnemara.deliberium.ai without re-entering the URL. The previous report stays saved so the next result can be compared against it.

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completed

HTTP 200

0 redirects

38 checks

Website audit scorecard for mnemara.deliberium.ai

The scanner fetched the public page, extracted deterministic facts, and stored scored results across SEO / AEO, security, accessibility, and design.

Submitted

https://mnemara.deliberium.ai/

Final URL

https://mnemara.deliberium.ai

Created

Aug 4, 2026, 10:42 PM

Safe fetch

148 ms

Four-score result

Close to ready (Needs polish): 30 passed, 8 failed, and 0 unknown. Strongest area: Design. Weakest area: Security.

Overall

out of 100

SEO / AEO

out of 100

89/111 rule points

Security

out of 100

47/76 rule points

Accessibility

out of 100

68/94 rule points

Design

out of 100

91/110 rule points

Why this scored this way

Scores are deterministic: each category earns rule points for verified public signals and loses points for failed checks. Unknown checks are shown separately instead of guessed.

Category point breakdown

SEO / AEO89/111

Security47/76

Accessibility68/94

Design91/110

Biggest score-losing checks

high

Accessibility

Rendered axe accessibility violations

axe found 3 violation rule(s), including 2 serious or critical rule(s). Top rules: color-contrast (15), scrollable-region-focusable (1), region (3).

critical

Security

Sensitive file probes

A small allowlist probe returned a public success response.

high

Security

Common security headers

Detected 2 of 5 common public security headers. Present: x-content-type-options, referrer-policy. Missing: strict-transport-security, content-security-policy, x-frame-options.

high

SEO / AEO

sitemap.xml validity

sitemap.xml returned HTTP success but did not contain a urlset or sitemapindex root.

Recommendations

Score-losing issues ordered by remediation priority, severity, and score impact.

5 fixes

6 opportunities

9 insights

fail

critical

Security

Priority 1

Remove exposed sensitive files

-16 rule pts

What failed

A small public allowlist probe found a sensitive-looking file path.

Evidence

A small allowlist probe returned a public success response.

Priority

Priority 1: fix before sharing the page publicly.

Why it matters

Publicly exposed config or backup files can leak implementation details or secrets.

How to fix it

Remove the exposed file, block public access to that path, and rotate any secrets that may have been exposed.

Copyable agent prompt

## Role
Act as a focused public web security remediation expert who can inspect the public page and safely improve the underlying implementation.
## Inputs
- Primary context: Improve mnemara.deliberium.ai at https://mnemara.deliberium.ai.
- Scanner check ID: security_sensitive_file_probes.
- Fix title: Remove exposed sensitive files.
- Scanner check: Sensitive file probes.
- Category: Security.
- Status: fail.
- Severity: critical.
- Priority: 1; lower numbers are more urgent.
- Score impact: 16 rule points lost.
- Evidence: A small allowlist probe returned a public success response.
- What needs attention: A small public allowlist probe found a sensitive-looking file path.
- Why it matters: Publicly exposed config or backup files can leak implementation details or secrets.
- Status-specific guidance: A public check reported a failure. Reproduce or inspect the issue first, then make the smallest safe fix.
- Audience or recipient: The site owner, builder, or marketing team responsible for improving this public page.
- Constraints, examples, or source material: Treat the live URL as the public target to inspect, not as the only source of truth. When repository, CMS, or hosting access is available, use that implementation context before changing anything.
- Target outcome: After the fix is deployed and the public page is rescanned, this specific check should improve or pass without lowering other SEO / AEO, security, accessibility, or design signals.
- Likely places to inspect: public/static folders, storage buckets, web server rules, backup artifacts, config files, and deployment output; server, edge, CDN, hosting, proxy, form action, asset URL, cookie, and public file access configuration; the route, template, component, CMS entry, theme file, or static page that renders the scanned URL; shared layout, metadata, routing, middleware, server, CDN, or hosting configuration if the issue is not in page content; existing tests, build scripts, preview commands, and deployment notes before choosing verification steps.
## Task
Use the provided context to safely complete this workflow: Remove the exposed file, block public access to that path, and rotate any secrets that may have been exposed.
First reproduce or verify the issue from the public page and available implementation source. Then make the smallest stack-appropriate change that fixes the scanner signal and improves the real user experience.
Use this check-specific implementation guide:
- Remove exposed sensitive-looking files from public hosting or block public access to those paths.
- If secrets may have been exposed, recommend rotating them and checking access logs.
- Prefer narrow, production-safe security configuration changes over blanket disables or permissive rules.
- Preserve authentication, authorization, private paths, and sensitive file protections while fixing the public launch page.
- Keep the implementation stack-appropriate: use the existing framework, CMS, hosting provider, design system, and deployment workflow already in the project.
Acceptance criteria for this fix:
- The probed sensitive path no longer returns a public success response.
- No legitimate public asset or route is removed accidentally.
- The public URL keeps legitimate visitors and assets working while removing the reported browser-side or public exposure risk.
- The change does not weaken security headers, authentication, authorization, or private route protections.
- A fresh FreeScan rescan should show this check improved or passing after deployment.
## Output
Return a structured response with these headings: Findings, Changes Made, Verification Results, Rescan Expectation, Rollback Notes, Assumptions.
## Rules
- Ask a clarifying question when required context is missing.
- Preserve the user's intent and avoid inventing facts.
- Verify the issue exists before changing code or content. If the issue is not reproducible, explain what you checked and recommend no code change.
- If the live URL and implementation source disagree, trust the implementation source for edits and use the live URL only to understand current public behavior.
- Keep the change narrowly scoped to this fix unless another change is required to avoid a regression.
- Match the existing framework, style, design system, routing patterns, and content conventions.
- Preserve existing URLs, forms, analytics, SEO metadata, accessibility semantics, and conversion flows unless the fix explicitly requires changing them.
- Do not perform broad refactors, dependency upgrades, redesigns, rewrites, migrations, file deletions, route changes, or destructive commands unless they are explicitly required and approved.
- Make changes that are easy to review and roll back.
- Prefer editing the canonical source of the page over patching built output, generated files, CDN-cached HTML, or minified assets.
- Do not make a cosmetic or placeholder change just to satisfy the scanner; the public page should be materially better for visitors, crawlers, or assistive technology.
- Verify the result with the smallest reliable test, build, browser check, or manual inspection available.
## Safety
- Do not request, expose, or reproduce sensitive data.
- Redact private details from examples unless the user explicitly says they are safe to include.
- Do not use credentials, cookies, authenticated data, hidden form values, or private response bodies.
- Do not weaken security headers, authentication, authorization, privacy controls, accessibility, or error handling to make the scan pass.

fail

high

Accessibility

Priority 5

Fix rendered axe accessibility violations

-18 rule pts

What failed

The rendered page has accessibility rule violations detected by axe-core.

Evidence

axe found 3 violation rule(s), including 2 serious or critical rule(s). Top rules: color-contrast (15), scrollable-region-focusable (1), region (3).

Priority

Priority 5: fix before sharing the page publicly.

Why it matters

axe checks the actual browser-rendered page, so these issues can affect people using keyboards, screen readers, or other assistive technology.

How to fix it

Fix the top axe rule IDs first, especially critical and serious violations around names, roles, labels, headings, contrast, landmarks, and keyboard-accessible controls.

Copyable agent prompt

## Role
Act as a focused web accessibility remediation expert who can inspect the public page and safely improve the underlying implementation.
## Inputs
- Primary context: Improve mnemara.deliberium.ai at https://mnemara.deliberium.ai.
- Scanner check ID: accessibility_axe_violations.
- Fix title: Fix rendered axe accessibility violations.
- Scanner check: Rendered axe accessibility violations.
- Category: Accessibility.
- Status: fail.
- Severity: high.
- Priority: 5; lower numbers are more urgent.
- Score impact: 18 rule points lost.
- Evidence: axe found 3 violation rule(s), including 2 serious or critical rule(s). Top rules: color-contrast (15), scrollable-region-focusable (1), region (3).
- What needs attention: The rendered page has accessibility rule violations detected by axe-core.
- Why it matters: axe checks the actual browser-rendered page, so these issues can affect people using keyboards, screen readers, or other assistive technology.
- Status-specific guidance: A public check reported a failure. Reproduce or inspect the issue first, then make the smallest safe fix.
- Audience or recipient: The site owner, builder, or marketing team responsible for improving this public page.
- Constraints, examples, or source material: Treat the live URL as the public target to inspect, not as the only source of truth. When repository, CMS, or hosting access is available, use that implementation context before changing anything.
- Target outcome: After the fix is deployed and the public page is rescanned, this specific check should improve or pass without lowering other SEO / AEO, security, accessibility, or design signals.
- Likely places to inspect: axe violation details, affected selectors, rendered DOM, component source, and interaction state that triggered the issue; semantic markup, labels, landmarks, headings, focus states, image rendering, form controls, and browser-rendered accessibility output; the route, template, component, CMS entry, theme file, or static page that renders the scanned URL; shared layout, metadata, routing, middleware, server, CDN, or hosting configuration if the issue is not in page content; existing tests, build scripts, preview commands, and deployment notes before choosing verification steps.
## Task
Use the provided context to safely complete this workflow: Fix the top axe rule IDs first, especially critical and serious violations around names, roles, labels, headings, contrast, landmarks, and keyboard-accessible controls.
First reproduce or verify the issue from the public page and available implementation source. Then make the smallest stack-appropriate change that fixes the scanner signal and improves the real user experience.
Use this check-specific implementation guide:
- Fix each reported accessibility violation at the semantic source.
- Avoid suppressing automated checks unless there is a documented false positive.
- Fix the semantic or interaction source of the issue rather than hiding warnings with ARIA or visual-only workarounds.
- Keep keyboard, screen reader, and touch users in the verification path.
- Keep the implementation stack-appropriate: use the existing framework, CMS, hosting provider, design system, and deployment workflow already in the project.
Acceptance criteria for this fix:
- Critical and serious axe issues tied to this page are resolved or clearly documented as non-reproducible.
- Fixes do not introduce new keyboard, label, contrast, or landmark regressions.
- The affected UI remains usable by keyboard and assistive technology and does not introduce heading, label, focus, or contrast regressions.
- The change can be checked in the browser or with an accessibility audit tool when available.
- A fresh FreeScan rescan should show this check improved or passing after deployment.
## Output
Return a structured response with these headings: Findings, Changes Made, Verification Results, Rescan Expectation, Rollback Notes, Assumptions.
## Rules
- Ask a clarifying question when required context is missing.
- Preserve the user's intent and avoid inventing facts.
- Verify the issue exists before changing code or content. If the issue is not reproducible, explain what you checked and recommend no code change.
- If the live URL and implementation source disagree, trust the implementation source for edits and use the live URL only to understand current public behavior.
- Keep the change narrowly scoped to this fix unless another change is required to avoid a regression.
- Match the existing framework, style, design system, routing patterns, and content conventions.
- Preserve existing URLs, forms, analytics, SEO metadata, accessibility semantics, and conversion flows unless the fix explicitly requires changing them.
- Do not perform broad refactors, dependency upgrades, redesigns, rewrites, migrations, file deletions, route changes, or destructive commands unless they are explicitly required and approved.
- Make changes that are easy to review and roll back.
- Prefer editing the canonical source of the page over patching built output, generated files, CDN-cached HTML, or minified assets.
- Do not make a cosmetic or placeholder change just to satisfy the scanner; the public page should be materially better for visitors, crawlers, or assistive technology.
- Verify the result with the smallest reliable test, build, browser check, or manual inspection available.
## Safety
- Do not request, expose, or reproduce sensitive data.
- Redact private details from examples unless the user explicitly says they are safe to include.
- Do not use credentials, cookies, authenticated data, hidden form values, or private response bodies.
- Do not weaken security headers, authentication, authorization, privacy controls, accessibility, or error handling to make the scan pass.

fail

high

Security

Priority 5

Add common public security headers

-13 rule pts

What failed

Several basic browser protection headers were not visible.

Evidence

Detected 2 of 5 common public security headers. Present: x-content-type-options, referrer-policy. Missing: strict-transport-security, content-security-policy, x-frame-options.

Priority

Priority 5: fix before sharing the page publicly.

Why it matters

These headers reduce avoidable browser-side risk and show a baseline of care before launch.

How to fix it

Configure headers such as Strict-Transport-Security, Content-Security-Policy, X-Content-Type-Options, X-Frame-Options, and Referrer-Policy.

Copyable agent prompt

## Role
Act as a focused public web security remediation expert who can inspect the public page and safely improve the underlying implementation.
## Inputs
- Primary context: Improve mnemara.deliberium.ai at https://mnemara.deliberium.ai.
- Scanner check ID: security_common_headers.
- Fix title: Add common public security headers.
- Scanner check: Common security headers.
- Category: Security.
- Status: fail.
- Severity: high.
- Priority: 5; lower numbers are more urgent.
- Score impact: 13 rule points lost.
- Evidence: Detected 2 of 5 common public security headers. Present: x-content-type-options, referrer-policy. Missing: strict-transport-security, content-security-policy, x-frame-options.
- What needs attention: Several basic browser protection headers were not visible.
- Why it matters: These headers reduce avoidable browser-side risk and show a baseline of care before launch.
- Status-specific guidance: A public check reported a failure. Reproduce or inspect the issue first, then make the smallest safe fix.
- Audience or recipient: The site owner, builder, or marketing team responsible for improving this public page.
- Constraints, examples, or source material: Treat the live URL as the public target to inspect, not as the only source of truth. When repository, CMS, or hosting access is available, use that implementation context before changing anything.
- Target outcome: After the fix is deployed and the public page is rescanned, this specific check should improve or pass without lowering other SEO / AEO, security, accessibility, or design signals.
- Likely places to inspect: hosting headers, server middleware, edge/proxy config, CDN rules, and framework security header configuration; server, edge, CDN, hosting, proxy, form action, asset URL, cookie, and public file access configuration; the route, template, component, CMS entry, theme file, or static page that renders the scanned URL; shared layout, metadata, routing, middleware, server, CDN, or hosting configuration if the issue is not in page content; existing tests, build scripts, preview commands, and deployment notes before choosing verification steps.
## Task
Use the provided context to safely complete this workflow: Configure headers such as Strict-Transport-Security, Content-Security-Policy, X-Content-Type-Options, X-Frame-Options, and Referrer-Policy.
First reproduce or verify the issue from the public page and available implementation source. Then make the smallest stack-appropriate change that fixes the scanner signal and improves the real user experience.
Use this check-specific implementation guide:
- Add missing common browser protection headers with values appropriate for the site.
- Test CSP or frame policies carefully so they do not break scripts, images, analytics, payments, embeds, or auth.
- Prefer narrow, production-safe security configuration changes over blanket disables or permissive rules.
- Preserve authentication, authorization, private paths, and sensitive file protections while fixing the public launch page.
- Keep the implementation stack-appropriate: use the existing framework, CMS, hosting provider, design system, and deployment workflow already in the project.
Acceptance criteria for this fix:
- Important security headers are visible on the public response.
- The page still renders and key flows still work after header changes.
- The public URL keeps legitimate visitors and assets working while removing the reported browser-side or public exposure risk.
- The change does not weaken security headers, authentication, authorization, or private route protections.
- A fresh FreeScan rescan should show this check improved or passing after deployment.
## Output
Return a structured response with these headings: Findings, Changes Made, Verification Results, Rescan Expectation, Rollback Notes, Assumptions.
## Rules
- Ask a clarifying question when required context is missing.
- Preserve the user's intent and avoid inventing facts.
- Verify the issue exists before changing code or content. If the issue is not reproducible, explain what you checked and recommend no code change.
- If the live URL and implementation source disagree, trust the implementation source for edits and use the live URL only to understand current public behavior.
- Keep the change narrowly scoped to this fix unless another change is required to avoid a regression.
- Match the existing framework, style, design system, routing patterns, and content conventions.
- Preserve existing URLs, forms, analytics, SEO metadata, accessibility semantics, and conversion flows unless the fix explicitly requires changing them.
- Do not perform broad refactors, dependency upgrades, redesigns, rewrites, migrations, file deletions, route changes, or destructive commands unless they are explicitly required and approved.
- Make changes that are easy to review and roll back.
- Prefer editing the canonical source of the page over patching built output, generated files, CDN-cached HTML, or minified assets.
- Do not make a cosmetic or placeholder change just to satisfy the scanner; the public page should be materially better for visitors, crawlers, or assistive technology.
- Verify the result with the smallest reliable test, build, browser check, or manual inspection available.
## Safety
- Do not request, expose, or reproduce sensitive data.
- Redact private details from examples unless the user explicitly says they are safe to include.
- Do not use credentials, cookies, authenticated data, hidden form values, or private response bodies.
- Do not weaken security headers, authentication, authorization, privacy controls, accessibility, or error handling to make the scan pass.

fail

high

SEO / AEO

Priority 3

Add a useful meta description

-10 rule pts

What failed

The page does not expose a strong short summary for search and answer engines.

Evidence

Meta description is 251 characters.

Priority

Priority 3: fix before sharing the page publicly.

Why it matters

A missing description makes previews weaker when early users share or find the page.

How to fix it

Add a meta description around 50 to 170 characters that says who the product helps and what outcome it creates.

Copyable agent prompt

## Role
Act as a focused technical SEO, AEO, and crawlability remediation expert who can inspect the public page and safely improve the underlying implementation.
## Inputs
- Primary context: Improve mnemara.deliberium.ai at https://mnemara.deliberium.ai.
- Scanner check ID: seo_meta_description.
- Fix title: Add a useful meta description.
- Scanner check: Meta description.
- Category: SEO / AEO.
- Status: fail.
- Severity: high.
- Priority: 3; lower numbers are more urgent.
- Score impact: 10 rule points lost.
- Evidence: Meta description is 251 characters.
- What needs attention: The page does not expose a strong short summary for search and answer engines.
- Why it matters: A missing description makes previews weaker when early users share or find the page.
- Status-specific guidance: A public check reported a failure. Reproduce or inspect the issue first, then make the smallest safe fix.
- Audience or recipient: The site owner, builder, or marketing team responsible for improving this public page.
- Constraints, examples, or source material: Treat the live URL as the public target to inspect, not as the only source of truth. When repository, CMS, or hosting access is available, use that implementation context before changing anything.
- Target outcome: After the fix is deployed and the public page is rescanned, this specific check should improve or pass without lowering other SEO / AEO, security, accessibility, or design signals.
- Likely places to inspect: meta description source in metadata config, CMS SEO fields, layout defaults, route config, or template head; metadata/head configuration, canonical URL logic, robots and sitemap routes, structured data blocks, page copy, headings, and internal navigation; the route, template, component, CMS entry, theme file, or static page that renders the scanned URL; shared layout, metadata, routing, middleware, server, CDN, or hosting configuration if the issue is not in page content; existing tests, build scripts, preview commands, and deployment notes before choosing verification steps.
## Task
Use the provided context to safely complete this workflow: Add a meta description around 50 to 170 characters that says who the product helps and what outcome it creates.
First reproduce or verify the issue from the public page and available implementation source. Then make the smallest stack-appropriate change that fixes the scanner signal and improves the real user experience.
Use this check-specific implementation guide:
- Write a concise page summary that states who the page helps and what outcome it offers.
- Avoid generic marketing filler, duplicated descriptions across unrelated pages, and facts not visible or supported on the page.
- Keep all metadata, headings, schema, canonical URLs, and visible copy consistent with the same public facts.
- Use accurate, crawlable, human-visible content as the source for search and answer-engine improvements.
- Keep the implementation stack-appropriate: use the existing framework, CMS, hosting provider, design system, and deployment workflow already in the project.
Acceptance criteria for this fix:
- The public HTML exposes one accurate meta description around 50 to 170 characters.
- The description aligns with the title, H1, Open Graph description, and visible page content.
- The public URL exposes the corrected crawl/search/answer signal in rendered HTML or reachable public files.
- The change should be visible to a fresh unauthenticated request and likely improve the related FreeScan SEO / AEO check on rescan.
- A fresh FreeScan rescan should show this check improved or passing after deployment.
## Output
Return a structured response with these headings: Findings, Changes Made, Verification Results, Rescan Expectation, Rollback Notes, Assumptions.
## Rules
- Ask a clarifying question when required context is missing.
- Preserve the user's intent and avoid inventing facts.
- Verify the issue exists before changing code or content. If the issue is not reproducible, explain what you checked and recommend no code change.
- If the live URL and implementation source disagree, trust the implementation source for edits and use the live URL only to understand current public behavior.
- Keep the change narrowly scoped to this fix unless another change is required to avoid a regression.
- Match the existing framework, style, design system, routing patterns, and content conventions.
- Preserve existing URLs, forms, analytics, SEO metadata, accessibility semantics, and conversion flows unless the fix explicitly requires changing them.
- Do not perform broad refactors, dependency upgrades, redesigns, rewrites, migrations, file deletions, route changes, or destructive commands unless they are explicitly required and approved.
- Make changes that are easy to review and roll back.
- Prefer editing the canonical source of the page over patching built output, generated files, CDN-cached HTML, or minified assets.
- Do not make a cosmetic or placeholder change just to satisfy the scanner; the public page should be materially better for visitors, crawlers, or assistive technology.
- Verify the result with the smallest reliable test, build, browser check, or manual inspection available.
## Safety
- Do not request, expose, or reproduce sensitive data.
- Redact private details from examples unless the user explicitly says they are safe to include.
- Do not use credentials, cookies, authenticated data, hidden form values, or private response bodies.
- Do not weaken security headers, authentication, authorization, privacy controls, accessibility, or error handling to make the scan pass.

fail

high

SEO / AEO

Priority 7

Publish a valid sitemap.xml

-12 rule pts

What failed

The sitemap file was not reachable or did not look like valid sitemap XML.

Evidence

sitemap.xml returned HTTP success but did not contain a urlset or sitemapindex root.

Priority

Priority 7: fix during launch polish.

Why it matters

A sitemap helps search engines discover the landing page and related public pages sooner.

How to fix it

Add a static sitemap file or dynamic /sitemap.xml route with valid urlset or sitemapindex XML, include your public canonical URLs, and confirm it returns HTTP 200.

Copyable agent prompt

## Role
Act as a focused technical SEO, AEO, and crawlability remediation expert who can inspect the public page and safely improve the underlying implementation.
## Inputs
- Primary context: Improve mnemara.deliberium.ai at https://mnemara.deliberium.ai.
- Scanner check ID: seo_sitemap_xml.
- Fix title: Publish a valid sitemap.xml.
- Scanner check: sitemap.xml validity.
- Category: SEO / AEO.
- Status: fail.
- Severity: high.
- Priority: 7; lower numbers are more urgent.
- Score impact: 12 rule points lost.
- Evidence: sitemap.xml returned HTTP success but did not contain a urlset or sitemapindex root.
- What needs attention: The sitemap file was not reachable or did not look like valid sitemap XML.
- Why it matters: A sitemap helps search engines discover the landing page and related public pages sooner.
- Status-specific guidance: A public check reported a failure. Reproduce or inspect the issue first, then make the smallest safe fix.
- Audience or recipient: The site owner, builder, or marketing team responsible for improving this public page.
- Constraints, examples, or source material: Treat the live URL as the public target to inspect, not as the only source of truth. When repository, CMS, or hosting access is available, use that implementation context before changing anything.
- Target outcome: After the fix is deployed and the public page is rescanned, this specific check should improve or pass without lowering other SEO / AEO, security, accessibility, or design signals.
- Likely places to inspect: static sitemap file, dynamic sitemap route, sitemap index, canonical URL generation, and deployment output; metadata/head configuration, canonical URL logic, robots and sitemap routes, structured data blocks, page copy, headings, and internal navigation; the route, template, component, CMS entry, theme file, or static page that renders the scanned URL; shared layout, metadata, routing, middleware, server, CDN, or hosting configuration if the issue is not in page content; existing tests, build scripts, preview commands, and deployment notes before choosing verification steps.
## Task
Use the provided context to safely complete this workflow: Add a static sitemap file or dynamic /sitemap.xml route with valid urlset or sitemapindex XML, include your public canonical URLs, and confirm it returns HTTP 200.
First reproduce or verify the issue from the public page and available implementation source. Then make the smallest stack-appropriate change that fixes the scanner signal and improves the real user experience.
Use this check-specific implementation guide:
- Provide either a static sitemap.xml or dynamic /sitemap.xml route with valid urlset or sitemapindex XML.
- Include canonical public URLs and avoid localhost, staging, private, noindex, or duplicate URLs.
- Keep all metadata, headings, schema, canonical URLs, and visible copy consistent with the same public facts.
- Use accurate, crawlable, human-visible content as the source for search and answer-engine improvements.
- Keep the implementation stack-appropriate: use the existing framework, CMS, hosting provider, design system, and deployment workflow already in the project.
Acceptance criteria for this fix:
- /sitemap.xml returns HTTP 200 with a valid urlset or sitemapindex root.
- The sitemap contains at least the scanned public page or its canonical equivalent.
- The public URL exposes the corrected crawl/search/answer signal in rendered HTML or reachable public files.
- The change should be visible to a fresh unauthenticated request and likely improve the related FreeScan SEO / AEO check on rescan.
- A fresh FreeScan rescan should show this check improved or passing after deployment.
## Output
Return a structured response with these headings: Findings, Changes Made, Verification Results, Rescan Expectation, Rollback Notes, Assumptions.
## Rules
- Ask a clarifying question when required context is missing.
- Preserve the user's intent and avoid inventing facts.
- Verify the issue exists before changing code or content. If the issue is not reproducible, explain what you checked and recommend no code change.
- If the live URL and implementation source disagree, trust the implementation source for edits and use the live URL only to understand current public behavior.
- Keep the change narrowly scoped to this fix unless another change is required to avoid a regression.
- Match the existing framework, style, design system, routing patterns, and content conventions.
- Preserve existing URLs, forms, analytics, SEO metadata, accessibility semantics, and conversion flows unless the fix explicitly requires changing them.
- Do not perform broad refactors, dependency upgrades, redesigns, rewrites, migrations, file deletions, route changes, or destructive commands unless they are explicitly required and approved.
- Make changes that are easy to review and roll back.
- Prefer editing the canonical source of the page over patching built output, generated files, CDN-cached HTML, or minified assets.
- Do not make a cosmetic or placeholder change just to satisfy the scanner; the public page should be materially better for visitors, crawlers, or assistive technology.
- Verify the result with the smallest reliable test, build, browser check, or manual inspection available.
## Safety
- Do not request, expose, or reproduce sensitive data.
- Redact private details from examples unless the user explicitly says they are safe to include.
- Do not use credentials, cookies, authenticated data, hidden form values, or private response bodies.
- Do not weaken security headers, authentication, authorization, privacy controls, accessibility, or error handling to make the scan pass.

Horizontal overflow: 0px. Small tap targets: 17.

Failed: earned 0 of 9 points.

Priority: Priority 13: fix during launch polish.

Why it matters: Horizontal overflow and tiny tap targets make the page feel broken on real devices, especially for mobile visitors.

Fix: Remove elements wider than the viewport, add responsive constraints, and make important links, buttons, inputs, and controls at least 40px tall and wide where possible.

Copyable agent prompt

## Role
Act as a focused conversion-focused frontend quality remediation expert who can inspect the public page and safely improve the underlying implementation.
## Inputs
- Primary context: Improve mnemara.deliberium.ai at https://mnemara.deliberium.ai.
- Scanner check ID: design_rendered_layout.
- Fix title: Fix rendered layout ergonomics.
- Scanner check: Rendered layout ergonomics.
- Category: Design.
- Status: fail.
- Severity: medium.
- Priority: 13; lower numbers are more urgent.
- Score impact: 9 of 9 rule points lost.
- Evidence: Horizontal overflow: 0px. Small tap targets: 17.
- What needs attention: The browser-rendered page has layout or tap-target issues.
- Why it matters: Horizontal overflow and tiny tap targets make the page feel broken on real devices, especially for mobile visitors.
- Status-specific guidance: A public check reported a failure. Reproduce or inspect the issue first, then make the smallest safe fix.
- Audience or recipient: The site owner, builder, or marketing team responsible for improving this public page.
- Constraints, examples, or source material: Treat the live URL as the public target to inspect, not as the only source of truth. When repository, CMS, or hosting access is available, use that implementation context before changing anything.
- Target outcome: After the fix is deployed and the public page is rescanned, this specific check should improve or pass without lowering other SEO / AEO, security, accessibility, or design signals.
- Likely places to inspect: mobile viewport, horizontal overflow sources, tap target sizes, fixed-position elements, menus, forms, and embeds; page layout, responsive CSS, component states, copy hierarchy, CTA placement, spacing tokens, rendered console output, and performance-sensitive assets; the route, template, component, CMS entry, theme file, or static page that renders the scanned URL; shared layout, metadata, routing, middleware, server, CDN, or hosting configuration if the issue is not in page content; existing tests, build scripts, preview commands, and deployment notes before choosing verification steps.
## Task
Use the provided context to safely complete this workflow: Remove elements wider than the viewport, add responsive constraints, and make important links, buttons, inputs, and controls at least 40px tall and wide where possible.
First reproduce or verify the issue from the public page and available implementation source. Then make the smallest stack-appropriate change that fixes the scanner signal and improves the real user experience.
Use this check-specific implementation guide:
- Constrain overflowing elements and increase small important tap targets where possible.
- Preserve layout intent while making the rendered page usable on real devices.
- Improve the actual rendered page at mobile and desktop sizes, not only the source code shape.
- Preserve core conversion flows while making layout, hierarchy, readability, or runtime health better.
- Keep the implementation stack-appropriate: use the existing framework, CMS, hosting provider, design system, and deployment workflow already in the project.
Acceptance criteria for this fix:
- The rendered page has no meaningful horizontal overflow.
- Important links, buttons, inputs, and controls are comfortably tappable.
- The rendered page is visually stable and usable on mobile and desktop viewports.
- The fix does not hide content, break CTAs, introduce console errors, or reduce clarity for visitors.
- A fresh FreeScan rescan should show this check improved or passing after deployment.
## Output
Return a structured response with these headings: Findings, Changes Made, Verification Results, Rescan Expectation, Rollback Notes, Assumptions.
## Rules
- Ask a clarifying question when required context is missing.
- Preserve the user's intent and avoid inventing facts.
- Verify the issue exists before changing code or content. If the issue is not reproducible, explain what you checked and recommend no code change.
- If the live URL and implementation source disagree, trust the implementation source for edits and use the live URL only to understand current public behavior.
- Keep the change narrowly scoped to this fix unless another change is required to avoid a regression.
- Match the existing framework, style, design system, routing patterns, and content conventions.
- Preserve existing URLs, forms, analytics, SEO metadata, accessibility semantics, and conversion flows unless the fix explicitly requires changing them.
- Do not perform broad refactors, dependency upgrades, redesigns, rewrites, migrations, file deletions, route changes, or destructive commands unless they are explicitly required and approved.
- Make changes that are easy to review and roll back.
- Prefer editing the canonical source of the page over patching built output, generated files, CDN-cached HTML, or minified assets.
- Do not make a cosmetic or placeholder change just to satisfy the scanner; the public page should be materially better for visitors, crawlers, or assistive technology.
- Verify the result with the smallest reliable test, build, browser check, or manual inspection available.
## Safety
- Do not request, expose, or reproduce sensitive data.
- Redact private details from examples unless the user explicitly says they are safe to include.
- Do not use credentials, cookies, authenticated data, hidden form values, or private response bodies.
- Do not weaken security headers, authentication, authorization, privacy controls, accessibility, or error handling to make the scan pass.

Page-level AEO readiness

Shared eligibility and content signals that affect every search and answer agent.

90/100 ready

Index and citation eligibility

No general noindex directive was detected.

Snippet and answer controls

No general nosnippet or max-snippet:0 control was detected.

Canonical alignment

The canonical resolves to the scanned public URL.

Sitemap coverage and freshness

The exact scanned URL was not found in the fetched sitemap.xml.

Structured data

Detected 1 JSON-LD block(s), 0 parse error(s), and types Organization, SoftwareSourceCode.

Public or paywalled content

No isAccessibleForFree structured-data value was detected.

Entity clarity

Detected 3 of 3 core identity signals across the title, description, and H1.

Answer-ready visible text

Detected 1146 visible words and 21 audience, use-case, pricing, or integration signals.

Authorship and accountability

Detected author or accountable entity: Deliberium contributors.

Published or updated date

No datePublished or dateModified value was detected in structured data.

Supporting-source links

Detected 17 external source or reference link(s); link quality still requires editorial review.

Rendered content availability

Rendered audit completed with 217 visible text element(s).

Synthetic search-agent reachability

8 of 8 search/discovery User-Agent probes returned reachable content.

Optional LLM-readable summary

https://mnemara.deliberium.ai/llms.txt returned HTTP 200; this is supplemental and does not determine AI-search eligibility.

OpenAIChatGPT search

OAI-SearchBot

PASS · ALLOWED

AI search

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

OpenAIOpenAI model training

GPTBot

POLICY ALLOWED

Model training

Robots: allowed

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

OpenAIChatGPT user fetches

ChatGPT-User

UNKNOWN

User-requested fetch

Robots: not applicable to user-requested fetches

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

AnthropicClaude model training

ClaudeBot

POLICY ALLOWED

Model training

Robots: allowed

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

AnthropicClaude search

Claude-SearchBot

PASS · ALLOWED

AI search

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

AnthropicClaude user fetches

Claude-User

PASS · ALLOWED

User-requested fetch

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

GoogleGoogle Search and AI features

Googlebot

PASS · ALLOWED

Search and discovery

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

GoogleGemini data use and grounding

Google-Extended

POLICY ALLOWED

Data-use policy control

Robots: allowed

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

MicrosoftBing and Copilot

Bingbot

PASS · ALLOWED

Search and discovery

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

PerplexityPerplexity search

PerplexityBot

PASS · ALLOWED

AI search

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

PerplexityPerplexity user fetches

Perplexity-User

UNKNOWN

User-requested fetch

Robots: not applicable to user-requested fetches

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

AppleSiri, Spotlight, and Safari search

Applebot

PASS · ALLOWED

Search and discovery

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

AppleApple foundation-model training

Applebot-Extended

POLICY ALLOWED

Data-use policy control

Robots: allowed

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

Mistral AIMistral search

MistralAI-Index

PASS · ALLOWED

AI search

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

Mistral AIMistral user fetches

MistralAI-User

PASS · ALLOWED

User-requested fetch

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

MetaMeta AI model and product data

meta-externalagent

POLICY ALLOWED

Model training

Robots: allowed

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

MetaMeta AI user fetches

meta-externalfetcher

PASS · ALLOWED

User-requested fetch

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

AmazonAmazon model training

Amazonbot

POLICY ALLOWED

Model training

Robots: allowed

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

AmazonAlexa and Rufus search

Amzn-SearchBot

PASS · ALLOWED

AI search

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

AmazonAlexa user fetches

Amzn-User

PASS · ALLOWED

User-requested fetch

Robots: allowed

Probe: reachable · HTTP 200 · 100% parity

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

Common CrawlOpen web datasets

CCBot

POLICY ALLOWED

Model training

Robots: allowed

Probe: not tested for this control

IndexSnippetsSitemapPublic content

Controls: robots meta: index, follow

Vendor documentationDefinition checked 2026-07-30

Public report link

Markdown export

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mnemara.deliberium.ai website audit report

Close to ready: 74/100 overall, with prioritized fixes for SEO, security, accessibility, and design.

Public report link

Markdown report

# mnemara.deliberium.ai Website Scan

Scanned URL: [https://mnemara.deliberium.ai](https://mnemara.deliberium.ai)
Report URL: /scan/mnemara-deliberium-ai-74-launch-readiness-report-459f656b
Created: 2026-08-04T22:42:48.695Z

## Score Summary

- Overall: 74/100
- SEO / AEO: 80/100
- Security: 62/100
- Accessibility: 72/100
- Design: 83/100

## Launch Readiness

Close to ready (Needs polish).

Passed: 30. Failed: 8. Unknown: 0.
Strongest area: Design. Weakest area: Security.

## AI Crawler Access

These results combine robots.txt policy, page controls, and bounded synthetic User-Agent probes. Synthetic probes do not prove that traffic came from the vendor; training and data-use choices are neutral publisher preferences.

- **OpenAI — ChatGPT search** (OAI-SearchBot): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks OAI-SearchBot from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **OpenAI — OpenAI model training** (GPTBot): PREFERENCE — robots allowed; synthetic probe not_tested. No matching robots.txt rule blocks GPTBot from /. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.
- **OpenAI — ChatGPT user fetches** (ChatGPT-User): UNKNOWN — robots not_applicable; synthetic probe not_tested. ChatGPT-User is used for user-requested retrieval, so robots.txt is not treated as a reliable access control for this row. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.
- **Anthropic — Claude model training** (ClaudeBot): PREFERENCE — robots allowed; synthetic probe not_tested. No matching robots.txt rule blocks ClaudeBot from /. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.
- **Anthropic — Claude search** (Claude-SearchBot): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks Claude-SearchBot from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Anthropic — Claude user fetches** (Claude-User): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks Claude-User from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Google — Google Search and AI features** (Googlebot): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks Googlebot from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Google — Gemini data use and grounding** (Google-Extended): PREFERENCE — robots allowed; synthetic probe not_tested. No matching robots.txt rule blocks Google-Extended from /. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.
- **Microsoft — Bing and Copilot** (Bingbot): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks Bingbot from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Perplexity — Perplexity search** (PerplexityBot): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks PerplexityBot from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Perplexity — Perplexity user fetches** (Perplexity-User): UNKNOWN — robots not_applicable; synthetic probe not_tested. Perplexity-User is used for user-requested retrieval, so robots.txt is not treated as a reliable access control for this row. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.
- **Apple — Siri, Spotlight, and Safari search** (Applebot): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks Applebot from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Apple — Apple foundation-model training** (Applebot-Extended): PREFERENCE — robots allowed; synthetic probe not_tested. No matching robots.txt rule blocks Applebot-Extended from /. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.
- **Mistral AI — Mistral search** (MistralAI-Index): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks MistralAI-Index from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Mistral AI — Mistral user fetches** (MistralAI-User): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks MistralAI-User from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Meta — Meta AI model and product data** (meta-externalagent): PREFERENCE — robots allowed; synthetic probe not_tested. No matching robots.txt rule blocks meta-externalagent from /. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.
- **Meta — Meta AI user fetches** (meta-externalfetcher): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks meta-externalfetcher from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Amazon — Amazon model training** (Amazonbot): PREFERENCE — robots allowed; synthetic probe not_tested. No matching robots.txt rule blocks Amazonbot from /. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.
- **Amazon — Alexa and Rufus search** (Amzn-SearchBot): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks Amzn-SearchBot from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Amazon — Alexa user fetches** (Amzn-User): PASS — robots allowed; synthetic probe reachable (HTTP 200). No matching robots.txt rule blocks Amzn-User from /. Synthetic User-Agent probe returned HTTP 200 with 100% sampled-content parity. Relevant page controls: robots meta: index, follow.
- **Common Crawl — Open web datasets** (CCBot): PREFERENCE — robots allowed; synthetic probe not_tested. No matching robots.txt rule blocks CCBot from /. No synthetic fetch is appropriate for this policy or training control. Relevant page controls: robots meta: index, follow.

## Page-level AEO Readiness

Readiness: 90/100

- **Index and citation eligibility**: PASS — No general noindex directive was detected.
- **Snippet and answer controls**: PASS — No general nosnippet or max-snippet:0 control was detected.
- **Canonical alignment**: PASS — The canonical resolves to the scanned public URL.
- **Sitemap coverage and freshness**: FAIL — The exact scanned URL was not found in the fetched sitemap.xml.
- **Structured data**: PASS — Detected 1 JSON-LD block(s), 0 parse error(s), and types Organization, SoftwareSourceCode.
- **Public or paywalled content**: UNKNOWN — No isAccessibleForFree structured-data value was detected.
- **Entity clarity**: PASS — Detected 3 of 3 core identity signals across the title, description, and H1.
- **Answer-ready visible text**: PASS — Detected 1146 visible words and 21 audience, use-case, pricing, or integration signals.
- **Authorship and accountability**: PASS — Detected author or accountable entity: Deliberium contributors.
- **Published or updated date**: UNKNOWN — No datePublished or dateModified value was detected in structured data.
- **Supporting-source links**: PASS — Detected 17 external source or reference link(s); link quality still requires editorial review.
- **Rendered content availability**: PASS — Rendered audit completed with 217 visible text element(s).
- **Synthetic search-agent reachability**: PASS — 8 of 8 search/discovery User-Agent probes returned reachable content.
- **Optional LLM-readable summary**: INFO — https://mnemara.deliberium.ai/llms.txt returned HTTP 200; this is supplemental and does not determine AI-search eligibility.

## Prioritized Fixes

### 1. Remove exposed sensitive files

- Category: Security
- Status: fail
- Severity: critical
- Rule points lost: 16
- Evidence: A small allowlist probe returned a public success response.
- Why it matters: Publicly exposed config or backup files can leak implementation details or secrets.
- Fix: Remove the exposed file, block public access to that path, and rotate any secrets that may have been exposed.

### 2. Fix rendered axe accessibility violations

- Category: Accessibility
- Status: fail
- Severity: high
- Rule points lost: 18
- Evidence: axe found 3 violation rule(s), including 2 serious or critical rule(s). Top rules: color-contrast (15), scrollable-region-focusable (1), region (3).
- Why it matters: axe checks the actual browser-rendered page, so these issues can affect people using keyboards, screen readers, or other assistive technology.
- Fix: Fix the top axe rule IDs first, especially critical and serious violations around names, roles, labels, headings, contrast, landmarks, and keyboard-accessible controls.

### 3. Add common public security headers

- Category: Security
- Status: fail
- Severity: high
- Rule points lost: 13
- Evidence: Detected 2 of 5 common public security headers. Present: x-content-type-options, referrer-policy. Missing: strict-transport-security, content-security-policy, x-frame-options.
- Why it matters: These headers reduce avoidable browser-side risk and show a baseline of care before launch.
- Fix: Configure headers such as Strict-Transport-Security, Content-Security-Policy, X-Content-Type-Options, X-Frame-Options, and Referrer-Policy.

### 4. Add a useful meta description

- Category: SEO / AEO
- Status: fail
- Severity: high
- Rule points lost: 10
- Evidence: Meta description is 251 characters.
- Why it matters: A missing description makes previews weaker when early users share or find the page.
- Fix: Add a meta description around 50 to 170 characters that says who the product helps and what outcome it creates.

### 5. Publish a valid sitemap.xml

- Category: SEO / AEO
- Status: fail
- Severity: high
- Rule points lost: 12
- Evidence: sitemap.xml returned HTTP success but did not contain a urlset or sitemapindex root.
- Why it matters: A sitemap helps search engines discover the landing page and related public pages sooner.
- Fix: Add a static sitemap file or dynamic /sitemap.xml route with valid urlset or sitemapindex XML, include your public canonical URLs, and confirm it returns HTTP 200.

## Opportunities

### Add answer-ready sections for common buyer questions

- Impact: high
- Category: SEO / AEO
- Evidence: Pricing signals: 0. Use-case signals: 0. Integration/API signals: 6.
- Why it matters: Answer engines and search visitors need concise textual answers to summarize who the product is for, how it works, what it costs, and what it connects with.
- Next step: Add short, crawlable sections for pricing or plans, ideal users, use cases, integrations, security, and how the product differs from alternatives.

### Make trust and proof easier to detect

- Impact: medium
- Category: Design
- Evidence: Detected 0 trust-signal keyword occurrence(s).
- Why it matters: Visitors who arrive cold from search, social, or AI citations need proof before they submit a form, start a trial, or buy.
- Next step: Add honest proof such as customer quotes, recognizable logos, security notes, usage stats, reviews, case studies, or founder credibility.

### Review snippet and preview controls

- Impact: low
- Category: SEO / AEO
- Evidence: Open Graph image was detected. Preview controls detected: 0.
- Why it matters: Preview controls can clarify how much text, image, and video content search systems may show from the page.
- Next step: Only add robots preview controls when you intentionally want to limit snippets or image/video previews; otherwise leave previews open.

### Tighten the live color system

- Impact: high
- Category: Accessibility
- Evidence: 35 of 100 rendered contrast sample(s) missed target. Worst ratio: 1.
- Why it matters: Computed contrast catches the actual colors visitors see after CSS, themes, and overlays are applied.
- Next step: Audit foreground/background token pairs for body text, muted text, links, buttons, inputs, and badges, then raise weak pairs to WCAG AA contrast targets.

### Polish rendered responsive ergonomics

- Impact: medium
- Category: Design
- Evidence: Horizontal overflow: 0px. Small tap targets: 17.
- Why it matters: Overflow and tiny controls are easy for static scans to miss but obvious to real users, especially on mobile and tablet layouts.
- Next step: Constrain wide elements, avoid fixed-width content that exceeds the viewport, and increase touch target sizes for interactive controls.

### Measure search performance with first-party data

- Impact: medium
- Category: SEO / AEO
- Evidence: robots.txt and sitemap.xml were reachable, so the site has the basics needed for Search Console verification and monitoring.
- Why it matters: A scan can identify technical readiness, but Search Console and analytics reveal impressions, queries, clicks, pages, and conversions over time.
- Next step: Verify the domain in Search Console, submit the sitemap, and pair query/page data with analytics events for signups, demo requests, and purchases.

## Insights

### The page appears basically crawlable

- Category: SEO / AEO
- Evidence: HTTP 200. robots.txt: HTTP 200. sitemap.xml: HTTP 200. noindex check: clear.
- Interpretation: The public page satisfies the basic crawl/index path the scan can verify.
- Recommended use: Use this as the first launch gate before deeper content, ranking, or AI visibility work.

### AEO depends on normal SEO plus answerable text

- Category: SEO / AEO
- Evidence: Visible words: 1146. H1 count: 1. Audience signals: 15. CTA labels: Get Started, Get Started.
- Interpretation: Google AI features currently rely on standard Search eligibility; the extra advantage comes from content that is easy to quote, summarize, and verify.
- Recommended use: Prioritize clear text answers, crawlable support pages, accurate schema, and visible proof over speculative AI-only markup.

### Detected entity signals

- Category: SEO / AEO
- Evidence: Title: Mnemara — Local-First, Explainable AI Memory Engine. H1: Intelligence needs 
             a place to live.. Schema types: Organization, SoftwareSourceCode.
- Interpretation: The stronger and more consistent these entity signals are, the easier it is for search and answer systems to identify the brand, product category, and page purpose.
- Recommended use: Keep the title, H1, meta description, Open Graph, schema, footer, and about/pricing/docs pages aligned around the same product facts.

### Structured data is present

- Category: SEO / AEO
- Evidence: JSON-LD blocks: 1. Types: Organization, SoftwareSourceCode. Parse errors: 0.
- Interpretation: The page exposes machine-readable facts, but quality still depends on whether those facts match visible content.
- Recommended use: Validate JSON-LD and use only accurate facts that are visible or clearly supported on the public page.

### Weakest score area

- Category: Security
- Evidence: SEO / AEO: 80/100. Security: 62/100. Accessibility: 72/100. Design: 83/100
- Interpretation: The weakest area is Security, so improvements there should have the most visible effect on readiness.
- Recommended use: Use the score mix to choose the next workstream instead of treating every issue as equally urgent.

### LLM-readable file found

- Category: SEO / AEO
- Evidence: https://mnemara.deliberium.ai/llms.txt returned HTTP 200.
- Interpretation: llms.txt can be a useful optional summary for agents, but it should not be treated as a guaranteed AI search ranking factor.
- Recommended use: Invest first in crawlability, helpful visible content, internal links, and accurate schema; add llms.txt as a tidy supplement.

### Rendered page experience snapshot

- Category: Design
- Evidence: Rendered text samples: 100. Contrast failures: 35. Console errors: 0. Horizontal overflow: 0px.
- Interpretation: The scan inspected the browser-rendered page, so contrast, runtime, layout, and timing signals are more representative than static markup alone.
- Recommended use: Use rendered checks to prioritize issues that visitors actually experience after JavaScript and CSS load.

### Rendered speed snapshot

- Category: Design
- Evidence: DOMContentLoaded: 820ms. Load complete: 821ms. First contentful paint: 920ms. Resources: 14. Scripts: 3. Images: 2. Third-party origins: 5. Transfer: not available.
- Interpretation: These are lightweight browser timings from one rendered scan, so they are useful directional signals rather than real-user performance proof.
- Recommended use: Use slow timings, high script counts, heavy transfer size, and many third-party origins to choose focused speed work, then verify important changes with analytics or field data when available.

### Rendered axe accessibility snapshot

- Category: Accessibility
- Evidence: axe violations: 3. Critical: 0. Serious: 2. Top rules: color-contrast, scrollable-region-focusable, region.
- Interpretation: axe-core catches common accessibility failures in the actual rendered DOM, but it is still automated coverage and not a full manual accessibility audit.
- Recommended use: Treat critical and serious axe failures as high-priority fixes, then manually review keyboard flow, focus states, screen reader meaning, and interaction states.

## Scope

FreeScan.app performs safe public checks only. It is not a penetration test, full SEO engagement, full accessibility audit, WCAG certification, backlink audit, rank tracker, or analytics platform.

Public reports expose the scanned public URL, safe scores, sanitized public evidence, and fix guidance. They do not include credentials, cookies, hidden form values, or sensitive response bodies.

Rescan same URL

Rerun the full deterministic scanner for mnemara.deliberium.ai without re-entering the URL. The previous report stays saved so the next result can be compared against it.

Website audit scorecard for mnemara.deliberium.ai

Remove exposed sensitive files

Copyable agent prompt

Fix rendered axe accessibility violations

Copyable agent prompt

Add common public security headers

Copyable agent prompt

Add a useful meta description

Copyable agent prompt

Publish a valid sitemap.xml

Copyable agent prompt

SEO / AEO

sitemap.xml validity

Meta description

Security

Sensitive file probes

Common security headers

Accessibility

Rendered axe accessibility violations

Basic contrast

Design

Trust signals

Rendered layout ergonomics

Failed checks

Meta description

Copyable agent prompt

sitemap.xml validity

Copyable agent prompt

Common security headers

Copyable agent prompt

Sensitive file probes

Copyable agent prompt

Basic contrast

Copyable agent prompt

Rendered axe accessibility violations

Copyable agent prompt

Trust signals

Copyable agent prompt

Rendered layout ergonomics

Copyable agent prompt

AI crawler accessMajor AI search, user-fetch, and data-use agents checked for /, with robots evidence, synthetic reachability, and page-level AEO controls.12 pass0 fail2 unknown7 preferences

Unknown and not detected statesFreeScan.app keeps partial public data explicit. It marks unverifiable signals as unknown or not detected instead of inventing evidence.

Safe fetch metadataPublic headers and redirects captured during intake. Response bodies, cookies, and credentials are not stored.

Website audit scorecard for mnemara.deliberium.ai

Remove exposed sensitive files

Copyable agent prompt

Fix rendered axe accessibility violations

Copyable agent prompt

Add common public security headers

Copyable agent prompt

Add a useful meta description

Copyable agent prompt

Publish a valid sitemap.xml

Copyable agent prompt

SEO / AEO

sitemap.xml validity

Meta description

Security

Sensitive file probes

Common security headers

Accessibility

Rendered axe accessibility violations

Basic contrast

Design

Trust signals

Rendered layout ergonomics

Failed checks

Meta description

Copyable agent prompt

sitemap.xml validity

Copyable agent prompt

Common security headers

Copyable agent prompt

Sensitive file probes

Copyable agent prompt

Basic contrast

Copyable agent prompt

Rendered axe accessibility violations

Copyable agent prompt

Trust signals