AI Search Readiness for AIVisibility
Strong: 80/100
2 checks need attention. Top fixes are listed below.
Last run August 30, 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.
- AI visibility checks could not run because the product category or audience could not be derived reliably.
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ChatGPT evidence · Audited August 30, 2026
Strong
AI engines are likely to cite and recommend you for the right queries.
- Passing
- 15
- Warnings
- 2
- Failing
- 2
- Skipped
- 9
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
Quotable product definition near top
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.
Top fixes
Highest-impact issues first, ranked by severity.
- 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.
- sameAs profile links presentFailentity.same_as_profiles_present
Schema links your brand to authoritative external profiles AI engines trust.
Evidence: No sameAs links on the entity node.
Fix: In your Organization schema, add a sameAs array for authoritative profiles your brand already maintains, such as LinkedIn, GitHub, Crunchbase, or a major product directory.
- Pricing visible or linkedWarncontent.pricing_visible
Pricing is visible or one click away — AI engines extract this constantly.
Evidence: Pricing link found (/pricing) but no pricing table on the homepage.
Fix: Surface a pricing summary (3 tiers, headline price each) on the homepage or above-the-fold of /pricing. AI engines pull from tables far more reliably than from prose.
- Brand name consistent across signalsWarnentity.brand_name_consistent
Your brand name matches across <title>, OG tags, and structured data.
Evidence: Brand name missing from: og:title
Fix: Use the brand name verbatim in every metadata signal. Inconsistency confuses AI entity resolution.
Full check breakdown
All 19 evaluated checks across 6 dimensions.
AI visibility
Whether AI engines actually mention you for buyer-intent queries.
- Brand recognized in AI enginesSkipped
Skipped — could not derive category/audience from site copy.
- Brand description accurateSkipped
Skipped — could not derive category/audience from site copy.
- Cited in category buying queriesSkipped
Skipped — could not derive category/audience from site copy.
- Recommended for primary use caseSkipped
Skipped — could not derive category/audience from site copy.
- Surfaces in competitor comparisonsSkipped
Skipped — could not derive category/audience from site copy.
Answer accuracy
Whether AI engines describe your product without contradicting your site.
- AI describes pricing accuratelySkipped
Skipped — could not derive category/audience from site copy.
- AI describes core features accuratelySkipped
Skipped — could not derive category/audience from site copy.
- AI describes target audience accuratelySkipped
Skipped — could not derive category/audience from site copy.
- No contradictory claims about the productSkipped
Skipped — could not derive category/audience from site copy.
Entity signals
Whether AI engines can identify your brand as a distinct entity.
- Organization schema presentPass
Found Organization with name, url, and description.
- sameAs profile links presentFail
No sameAs links on the entity node.
- Brand name consistent across signalsWarn
Brand name missing from: og:title
- Canonical URL setPass
Canonical: https://aivisibility.io
- Logo or hero image declaredPass
og:image set
Content & citability
Whether your homepage gives AI engines quotable answers.
- Meta description in citation rangePass
Meta description is 107 characters.
- Quotable product definition near topFail
No clear definition pattern in the first 300 words.
- FAQ content presentPass
6 FAQ entries with FAQPage schema.
- Pricing visible or linkedWarn
Pricing link found (/pricing) but no pricing table on the homepage.
- Use case or audience statedPass
Detected 2 audience/use-case signals.
Machine-readability
Whether your markup is machine-readable enough to parse cleanly.
- Valid JSON-LD on homepagePass
10 typed JSON-LD blocks present.
- Clean heading hierarchyPass
Clean hierarchy: 1 H1, 4 H2 sections.
- Semantic HTML landmarks presentPass
4/4 semantic landmarks present.
- Tables or lists for parallel dataPass
8 lists on the page (no tables, but rich list usage).
Trust signals
Whether trust and recency signals are present.
- HTTPS enforcedPass
Site served over HTTPS.
- Privacy policy link presentPass
Privacy link: /legal/privacy-policy
- Terms of service link presentPass
Terms link: /legal/privacy-policy
- Contact channel visiblePass
Contact page: /contact
- Recency signal presentPass
Found 2026 or 2025 on the page.
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