AI Search Readiness for En
At risk: 32/100
9 checks need attention. Top fixes are listed below.
Last run October 14, 2026.
Partial audit result
The website checks completed, but some AI evidence was unavailable. The score excludes skipped checks rather than treating them as failures.
- 5 AI probes were incomplete; affected checks were skipped or based only on completed evidence.
- AI category inference used a conservative fallback; answer probes still ran, but category-specific recommendations may be less precise.
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ChatGPT evidence · Audited October 14, 2026
At risk
Most AI engines either don't recognize you or describe you incorrectly.
- Passing
- 6
- Warnings
- 2
- Failing
- 9
- Skipped
- 7
Buyer-query evidence
The first read should show what AI said, whether competitors surface instead, and the top fix.
Raw AI answer
No AI answer evidence was captured for this run.
Competitor signal
No competitor comparison signal was available for this run.
Top fix
Organization schema present
Add JSON-LD with @type Organization (or Product / SoftwareApplication for SaaS) to the homepage. Include name, url, description, and logo.
Top fixes
Highest-impact issues first, ranked by severity.
- Organization schema presentFailentity.organization_schema_present
Your site exposes an Organization or product entity AI engines can read.
Evidence: No Organization, Product, or SoftwareApplication JSON-LD on the homepage.
Fix: Add JSON-LD with @type Organization (or Product / SoftwareApplication for SaaS) to the homepage. Include name, url, description, and logo.
- Quotable product definition near topFailcontent.product_definition_likely
A clear definition of what your product is appears in the first 300 words AI engines extract.
Evidence: No clear definition pattern in the first 300 words.
Fix: Add a 25–50 word definition above the fold matching the template: "<Brand> is <category> that <primary function>, <key differentiator>." AI engines often cite this verbatim.
- FAQ content presentFailcontent.faq_present
FAQs cover the long-tail questions AI engines answer for buyers.
Evidence: No FAQ content detected.
Fix: Add a 5–10 question FAQ block on the homepage or pricing page covering: what it is, who it's for, pricing, integrations, alternatives, and onboarding. Wrap it in FAQPage JSON-LD.
- Pricing visible or linkedFailcontent.pricing_visible
Pricing is visible or one click away — AI engines extract this constantly.
Evidence: No pricing table and no link to /pricing or /plans.
Fix: Publish a /pricing page with a comparison table. "Talk to sales"-only pricing kills AI citation in commercial queries ("how much does X cost").
- Meta description in citation rangeFailcontent.meta_description_present
A meta description in the 50–160 character range gives AI engines a quotable summary.
Evidence: <meta name="description"> missing.
Fix: Add a 110–160 character meta description summarizing what your product is and who it serves. AI engines often quote it verbatim.
Full check breakdown
All 17 evaluated checks across 6 dimensions.
AI visibility
Whether AI engines actually mention you for buyer-intent queries.
- Surfaces in competitor comparisonsSkipped
Skipped — no obvious competitor identified from the site copy.
Answer accuracy
Whether AI engines describe your product without contradicting your site.
- AI describes core features accuratelySkipped
Skipped — engines unreachable.
- AI describes target audience accuratelySkipped
Skipped — engines unreachable.
- No contradictory claims about the productSkipped
Skipped — engines did not return brand-specific answers that could be checked.
- AI describes pricing accuratelySkipped
Skipped — no ground truth extractable from the site.
Entity signals
Whether AI engines can identify your brand as a distinct entity.
- Organization schema presentFail
No Organization, Product, or SoftwareApplication JSON-LD on the homepage.
- sameAs profile links presentSkipped
Skipped — no entity node to attach sameAs to.
- Brand name consistent across signalsSkipped
Skipped — no brand name supplied.
- Canonical URL setPass
Canonical: https://en.wikipedia.org/wiki/Main_Page
- Logo or hero image declaredPass
og:image set
Content & citability
Whether your homepage gives AI engines quotable answers.
- Meta description in citation rangeFail
<meta name="description"> missing.
- Quotable product definition near topFail
No clear definition pattern in the first 300 words.
- FAQ content presentFail
No FAQ content detected.
- Pricing visible or linkedFail
No pricing table and no link to /pricing or /plans.
- Use case or audience statedFail
No "for [audience]" or "built for" patterns in body copy.
Machine-readability
Whether your markup is machine-readable enough to parse cleanly.
- Valid JSON-LD on homepageWarn
Only 1 typed JSON-LD block.
- Clean heading hierarchyWarn
2 H1 elements on the page.
- Semantic HTML landmarks presentPass
4/4 semantic landmarks present.
- Tables or lists for parallel dataPass
1 table(s) and 43 list(s) on the page.
Trust signals
Whether trust and recency signals are present.
- HTTPS enforcedPass
Site served over HTTPS.
- Privacy policy link presentFail
No /privacy or "Privacy" link on the homepage.
- Terms of service link presentFail
No terms / TOS / legal link on the homepage.
- Contact channel visibleFail
No mailto: or contact/support page link.
- Recency signal presentPass
Found 2026 or 2025 on the page.
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