📋 Example Report — Demo Data

AI Schema Example: 74/100 with 11 Hallucination Risks Flagged

This example shows the AIWebPageSEO AI Schema Audit for a SaaS marketing site. AI Schema Score is 74 of 100. 92% of pages have JSON-LD but 38 critical fields are missing across page types, 11 entity references are ambiguous and create hallucination risk in AI engines, and 12 authors lack proper Person objects with knowsAbout signals.

AI-Aware Schema Audit — saas.example.com via JSON-LD + AI fact-check · Demo Report

AI Schema Score

/100

92%

Pages with JSON-LD

Missing AI fields

Across page types

Hallucination Risks

Vague @id refs

Entity Types

100%

Org schema

Sitewide

AI-Critical Schema Fields by Page Type

Page type	Required for AI	Coverage	Status
Articles	author (Person), datePublished, dateModified, mainEntityOfPage	84%	⚠ 22 pages missing dateModified
Products	name, sku, brand, offers, availability, aggregateRating	91%	✅ Strong
FAQs	Question + acceptedAnswer with single string answer (not nested)	78%	⚠ 14 FAQs over-nested
HowTo	name, step (HowToStep with text + image)	62%	🔴 Missing images
Organization	name, url, logo, sameAs (social profiles)	100%	✅ Complete
Person (authors)	name, jobTitle, sameAs, knowsAbout	34%	🔴 12 authors missing

Hallucination Risk — Ambiguous Entity References

@id

Article author uses string instead of Person object (12 pages)

Blog articles list "author": "Jane Smith" with no Person @id. ChatGPT and Claude cannot link the same Jane Smith across articles — risk of attribution errors. Convert to Person object with @id, name and sameAs links.

@id

Product reviewedBy missing @id (8 PDPs)

Review objects on PDPs use string author "TrustedSource" — AI cannot verify the reviewer. Add Organization or Person @id to enable trust evaluation.

DATE

Stale dateModified on /docs/* (47 pages)

Doc pages show dateModified from 2024 even though content was rewritten in 2026. AI engines lower weight on stale-looking content. Wire dateModified to actual last-edit timestamp.

Recommended Person Schema (for top author)

Add to author page + reference from articles

{
  "@context": "https://schema.org",
  "@type": "Person",
  "@id": "https://aiwebpageseo.com/authors/jane-smith#person",
  "name": "Jane Smith",
  "jobTitle": "Head of SEO Research",
  "knowsAbout": ["Technical SEO","Core Web Vitals","Structured Data"],
  "url": "https://aiwebpageseo.com/authors/jane-smith",
  "sameAs": [
    "https://linkedin.com/in/janesmithseo",
    "https://twitter.com/janesmithseo",
    "https://github.com/janesmithseo"
  ]
}

Related Demo Reports

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