AI Search Readiness for AIVisibility
Mixed: 69/100
4 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.
- 6 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 August 30, 2026
Mixed
AI engines find you sometimes — but several signals are missing.
- Passing
- 15
- Warnings
- 5
- Failing
- 4
- Skipped
- 6
Low buyer-query visibility
AI does not consistently recognize or recommend your brand yet.
Publish these five focused pages to strengthen category, use-case, and comparison signals across AI answers.
- 1. Canonical product definition page with a 25-50 word description.
- 2. Best business software for teams evaluating AIVisibility page.
- 3. top competitor alternatives page
- 4. Pricing or plan comparison page with a real table.
- 5. Third-party directory/list placements that cite your category.
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.
- Brand recognized in AI enginesFailai_visibility.brand_recognized
AI engines recognize your brand by name with a non-trivial description.
Evidence: No engine described the brand in a recognizable way. Likely entity-resolution failure.
Fix: Build entity signals: complete Organization JSON-LD, claim/expand directory listings (LinkedIn, Crunchbase, G2, Wikidata), and publish a few authoritative third-party mentions.
- Cited in category buying queriesFailai_visibility.cited_in_category_query
Your brand appears when buyers ask AI for the best tools in your category.
Evidence: Not cited in "best business software" by any engine.
Fix: Get listed in third-party best-of articles, G2/Capterra category pages, and HN/Reddit category discussions. AI engines pull category lists from these sources.
- 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.
Full check breakdown
All 24 evaluated checks across 7 dimensions.
AI visibility
Whether AI engines actually mention you for buyer-intent queries.
- Brand recognized in AI enginesFail
No engine described the brand in a recognizable way. Likely entity-resolution failure.
- Brand description accurateSkipped
Skipped — AI answers could not be evaluated against the site description.
- Cited in category buying queriesFail
Not cited in "best business software" by any engine.
- Recommended for primary use casePass
Recommended by Perplexity for teams evaluating AIVisibility.
- 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 — AI answers could not be evaluated.
- AI describes target audience accuratelySkipped
Skipped — AI answers could not be evaluated.
- 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 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 setWarn
Canonical host (aivisibility.io) differs from base host (factsentry.ai).
- 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.
Digital PR for AI sources
Whether the action plan should prioritize authoritative third-party sources AI engines cite.
- Directory inclusion recommendedWarn
AI engines did not recognize the brand, so the action plan should include trusted directory placements.
- Authoritative source placement recommendedWarn
No engine cited AIVisibility in category buying queries.
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, 5 H2 sections.
- Semantic HTML landmarks presentPass
4/4 semantic landmarks present.
- Tables or lists for parallel dataPass
7 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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