AI Search Readiness for DIAT

Strong: 81/100

2 checks need attention. Top fixes are listed below.

Last run July 27, 2026.

81/ 100

Strong

AI engines are likely to cite and recommend you for the right queries.

Passing
15
Warnings
2
Failing
2
Skipped
9

Low awareness mode

ChatGPT doesn't know you yet — here are 5 pages to publish.

This path skips competitor evidence and focuses on giving AI engines enough source material to recognize the brand.

  1. 1. Canonical product definition page with a 25-50 word description.
  2. 2. Best your category for your target buyer page.
  3. 3. top competitor alternatives page
  4. 4. Pricing or plan comparison page with a real table.
  5. 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.

  • Use case or audience statedFailcontent.use_case_or_audience_signal

    Your homepage names who the product is for and the job they're hiring it for.

    Evidence: No "for [audience]" or "built for" patterns in body copy.

    Fix: Name your ICP in the hero ("Built for SaaS founders") and again in a use-case section. Without this, AI engines can't recommend you for queries like "best X for Y".

  • Pricing visible or linkedWarncontent.pricing_visible

    Pricing is visible or one click away — AI engines extract this constantly.

    Evidence: Pricing link found (/fr/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.

  • Canonical URL setWarnentity.canonical_url_set

    A canonical URL is declared so AI engines pick the right page.

    Evidence: Canonical URL is not a valid absolute URL: /fr

    Fix: Use an absolute https:// URL in rel=canonical.

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.

94/100
  • Organization schema presentPass

    Found Organization with name, url, and description.

  • sameAs profile links presentPass

    8 sameAs profile links present.

  • Brand name consistent across signalsPass

    Brand name consistent across 4 signals.

  • Canonical URL setWarn

    Canonical URL is not a valid absolute URL: /fr

  • Logo or hero image declaredPass

    Schema.logo set

Content & citability

Whether your homepage gives AI engines quotable answers.

50/100
  • Meta description in citation rangePass

    Meta description is 115 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 (/fr/pricing) but no pricing table on the homepage.

  • 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.

100/100
  • Valid JSON-LD on homepagePass

    3 typed JSON-LD blocks present.

  • Clean heading hierarchyPass

    Clean hierarchy: 1 H1, 7 H2 sections.

  • Semantic HTML landmarks presentPass

    4/4 semantic landmarks present.

  • Tables or lists for parallel dataPass

    5 lists on the page (no tables, but rich list usage).

Trust signals

Whether trust and recency signals are present.

100/100
  • HTTPS enforcedPass

    Site served over HTTPS.

  • Privacy policy link presentPass

    Privacy link: /fr/privacy

  • Terms of service link presentPass

    Terms link: /fr/terms

  • Contact channel visiblePass

    Contact page: /fr/contact

  • Recency signal presentPass

    Found 2026 or 2025 on the page.

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