ailearnhub.net Website Audit

## 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 ailearnhub.net at https://ailearnhub.net.
- 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 of 10 rule points lost.
- Evidence: Meta description is 171 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.

## 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 ailearnhub.net at https://ailearnhub.net.
- Scanner check ID: seo_heading_structure.
- Fix title: Use one clear H1 and ordered headings.
- Scanner check: Heading structure.
- Category: SEO / AEO.
- Status: fail.
- Severity: medium.
- Priority: 9; lower numbers are more urgent.
- Score impact: 8 of 8 rule points lost.
- Evidence: Detected 1 H1 heading(s) and 52 total headings.
- What needs attention: The page heading structure is either missing a single main heading or skips heading levels.
- Why it matters: Clear headings help visitors, search engines, and assistive technology understand the page quickly.
- 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: page heading tags in templates, CMS rich text, markdown, MDX, and reusable section components; 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: Keep one H1 for the main promise, then use H2 and H3 headings in order for sections below it.
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:
- Keep one H1 for the page promise or page identity.
- Use H2 for major sections and H3 for subsections without skipping levels for visual styling.
- 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 rendered page has one clear H1 and an ordered heading outline.
- Styling is handled with CSS/classes rather than incorrect heading levels.
- 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.

## 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 ailearnhub.net at https://ailearnhub.net.
- Scanner check ID: seo_llms_txt.
- Fix title: Add an LLM-readable product file.
- Scanner check: LLM-readable file.
- Category: SEO / AEO.
- Status: fail.
- Severity: low.
- Priority: 24; lower numbers are more urgent.
- Score impact: 4 of 4 rule points lost.
- Evidence: HTTP 404 returned for llms_txt.
- What needs attention: The scan did not find llms.txt or .well-known/llms.txt.
- Why it matters: A short LLM-readable file can help answer engines and AI tools summarize your product accurately.
- 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 /llms.txt or /.well-known/llms.txt route/file and source content used to describe the product; 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 /llms.txt or /.well-known/llms.txt with the product name, audience, value proposition, and key public links.
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 a concise text file with product name, audience, value proposition, important public links, and any relevant docs/support URLs.
- Keep it factual and aligned with visible public content.
- 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:
- /llms.txt or /.well-known/llms.txt returns HTTP 200 publicly.
- The content is short, accurate, and useful for AI tools without exposing private details.
- 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.

## 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 ailearnhub.net at https://ailearnhub.net.
- Scanner check ID: accessibility_form_labels.
- Fix title: Label public form fields.
- Scanner check: Form labels.
- Category: Accessibility.
- Status: fail.
- Severity: high.
- Priority: 7; lower numbers are more urgent.
- Score impact: 14 of 14 rule points lost.
- Evidence: Detected labels or accessible names for 2 of 3 form control(s).
- What needs attention: Some form controls do not have a detectable label or accessible name.
- Why it matters: Unlabeled inputs make email capture, demo requests, and signups harder for assistive technology users.
- 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: inputs, selects, textareas, custom form controls, search fields, newsletter embeds, and generated form components; 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: Connect each input to a visible label or an accurate aria-label/aria-labelledby value.
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:
- Connect each control to a visible label, aria-label, or aria-labelledby that accurately describes the input.
- Keep labels available to assistive technology and preserve validation/error messaging.
- 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:
- Every public form control has a detectable accessible name.
- Keyboard and screen reader users can understand and complete the form.
- 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.

## 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 ailearnhub.net at https://ailearnhub.net.
- Scanner check ID: accessibility_heading_order.
- Fix title: Fix heading order.
- Scanner check: Heading order.
- Category: Accessibility.
- Status: fail.
- Severity: medium.
- Priority: 13; lower numbers are more urgent.
- Score impact: 11 of 11 rule points lost.
- Evidence: Heading levels found: 1, 3, 2, 3, 2, 3, 3, 3, 2, 3, 3, 3, 2, 3, 3, 3, 2, 3, 3, 3, 3, 2, 3, 3, 3, 3, 3, 2, 2, 3, 3, 3, 2, 3, 4, 4, 4, 3, 4, 4, 4, 3, 4, 4, 4, 3, 4, 4, 4, 2, 3, 3.
- What needs attention: Heading levels appear to jump or start without a clear hierarchy.
- Why it matters: A clean heading outline helps visitors scan the page and helps assistive technology navigate it.
- 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: heading tags in templates, CMS rich text, markdown/MDX, accordions, cards, and reusable sections; 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: Use headings in order: one H1, then H2 for major sections, then H3 for subsections.
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:
- Correct heading levels without changing visual hierarchy unnecessarily.
- Use CSS classes for visual size rather than jumping heading levels.
- 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:
- Heading levels follow a logical order from one H1 through nested section headings.
- The page remains easy to scan visually and semantically.
- 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.

## 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 ailearnhub.net at https://ailearnhub.net.
- Scanner check ID: accessibility_html_lang.
- Fix title: Set the page language.
- Scanner check: HTML language.
- Category: Accessibility.
- Status: fail.
- Severity: medium.
- Priority: 19; lower numbers are more urgent.
- Score impact: 9 of 9 rule points lost.
- Evidence: No html lang attribute was detected.
- What needs attention: The html lang attribute is missing.
- Why it matters: Screen readers use the language attribute to pronounce content correctly.
- 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: root HTML template, document layout, app shell, theme wrapper, and server-rendered HTML config; 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: Add the correct lang attribute to the html element, such as lang="en".
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:
- Set the root html lang attribute to the primary language of the page.
- Use valid language tags and do not guess multilingual content handling beyond this page.
- 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:
- The public HTML root has a valid lang attribute.
- The value matches the page's primary language.
- 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.

## 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 ailearnhub.net at https://ailearnhub.net.
- Scanner check ID: accessibility_contrast.
- Fix title: Improve detectable color contrast.
- Scanner check: Basic contrast.
- Category: Accessibility.
- Status: fail.
- Severity: medium.
- Priority: 20; lower numbers are more urgent.
- Score impact: 8 of 8 rule points lost.
- Evidence: 5 of 100 rendered text color sample(s) missed WCAG contrast targets. Worst rendered ratio: 1.
- What needs attention: The scanner found text/background color pairs that may be hard to read, or could not verify contrast.
- Why it matters: Low contrast makes a launch page feel less polished and can exclude users with low vision.
- 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: CSS variables, design tokens, theme config, text/background combinations, buttons, links, badges, and disabled states; 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: Review key text, buttons, and links against a 4.5:1 contrast target for normal text.
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:
- Adjust foreground/background colors or font treatment where contrast is too low.
- Preserve brand feel while making text readable in real viewport states.
- 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:
- Important text and controls meet reasonable contrast targets in rendered states.
- No new low-contrast states are introduced.
- 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.

## 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 ailearnhub.net at https://ailearnhub.net.
- 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 of 18 rule points lost.
- Evidence: axe found 4 violation rule(s), including 2 serious or critical rule(s). Top rules: color-contrast (14), html-has-lang (1), heading-order (1), region (2).
- 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.

## 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 ailearnhub.net at https://ailearnhub.net.
- Scanner check ID: design_text_density.
- Fix title: Balance landing page copy.
- Scanner check: Text density.
- Category: Design.
- Status: fail.
- Severity: medium.
- Priority: 21; lower numbers are more urgent.
- Score impact: 10 of 10 rule points lost.
- Evidence: Detected about 2116 visible word(s).
- What needs attention: The page has too little or too much detectable text for a useful launch page.
- Why it matters: Too little copy can leave visitors confused; too much copy can bury the value proposition.
- 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: long sections, paragraphs, feature lists, cards, FAQ blocks, and mobile line lengths; 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: Add concise sections for value, proof, how it works, and next steps, then remove repetitive copy.
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:
- Break dense copy into scannable headings, shorter paragraphs, lists, or progressive disclosure.
- Keep important details while reducing cognitive load.
- 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 page is easier to scan without hiding essential offer, pricing, trust, or support information.
- Text remains readable on mobile and desktop.
- 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.

## 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 ailearnhub.net at https://ailearnhub.net.
- Scanner check ID: design_trust_signals.
- Fix title: Add trust signals.
- Scanner check: Trust signals.
- Category: Design.
- Status: fail.
- Severity: medium.
- Priority: 16; lower numbers are more urgent.
- Score impact: 10 of 10 rule points lost.
- Evidence: Detected 0 trust-signal keyword occurrence(s).
- What needs attention: The page does not expose detectable proof, customer, review, security, or credibility signals.
- Why it matters: Trust signals reduce hesitation when strangers see the product for the first time.
- 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: testimonials, logos, security notes, proof points, customer examples, reviews, guarantees, and contact/legal links; 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: Add honest proof such as customer quotes, usage stats, founder credibility, security notes, or relevant logos.
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 accurate trust signals that are true and supportable.
- Do not invent customers, ratings, awards, claims, or testimonials.
- 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 public page includes credible support for why visitors should trust the offer.
- All trust claims are accurate and safe to publish.
- 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.

## 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 ailearnhub.net at https://ailearnhub.net.
- Scanner check ID: design_rendered_performance.
- Fix title: Improve rendered speed signals.
- Scanner check: Rendered speed signals.
- Category: Design.
- Status: fail.
- Severity: medium.
- Priority: 14; lower numbers are more urgent.
- Score impact: 10 of 10 rule points lost.
- Evidence: DOMContentLoaded: 1566ms. Load complete: 2498ms. First contentful paint: 2260ms. Resources: 42. Scripts: 31. Images: 4. Third-party origins: 1. Transfer: not available.
- What needs attention: The browser-rendered page shows slow or heavy speed signals.
- Why it matters: Slow pages lose impatient visitors and make every SEO, social, and paid-traffic visit work harder.
- 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: rendered performance metrics, image/video weight, third-party scripts, fonts, blocking resources, and hydration behavior; 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: Reduce render-blocking scripts/styles, compress and size images, defer non-critical JavaScript, reduce third-party tags, and keep above-the-fold content quick to paint.
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:
- Reduce obvious performance bottlenecks with targeted asset, script, font, or loading changes.
- Avoid removing required analytics, auth, payment, or product functionality without approval.
- 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:
- Rendered performance metrics improve or the bottleneck is clearly documented.
- The page still renders complete content and key interactions.
- 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.

## 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 ailearnhub.net at https://ailearnhub.net.
- Scanner check ID: design_runtime_health.
- Fix title: Fix runtime browser errors.
- Scanner check: Runtime console health.
- Category: Design.
- Status: fail.
- Severity: low.
- Priority: 15; lower numbers are more urgent.
- Score impact: 7 of 7 rule points lost.
- Evidence: Detected 1 console error(s) and 0 uncaught page error(s) during render.
- What needs attention: The rendered page produced console or uncaught JavaScript errors.
- Why it matters: Runtime errors can break forms, CTAs, animations, tracking, or responsive behavior even when the static HTML looks fine.
- 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: browser console errors, uncaught page errors, missing assets, hydration issues, and third-party script failures; 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: Open the page in a browser, reproduce the console errors, and fix missing assets, hydration problems, client-side exceptions, or failing third-party scripts.
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:
- Reproduce the runtime error and fix the source rather than hiding console output.
- Handle missing data, failed requests, and client-only APIs safely.
- 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 page renders without the reported console or uncaught page errors.
- No key interaction, analytics, or rendering flow breaks after the fix.
- 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.

## 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 ailearnhub.net at https://ailearnhub.net.
- 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: 16.
- 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.