SAMPLE REPORTA representative AI-visibility report for abccorp.example. Run a free audit of your own site below.
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Sample Report

AI Visibility Audit — abccorp.example

This is a representative GEO (Generative Engine Optimization) report for abccorp.example— the full report your own site receives, produced by the same analysis pipeline. Use the tabs to explore the scores, per-category findings, AI Answer Share, Roadmap, and Competitive Analysis, then run a free audit of your own URL.

Category Breakdown

Each category is scored independently, with the same sub-dimension bars, findings, and key issues your own report includes.

AI Citability & Visibility

62/ 100 · Good

Homepage copy is concise and citation-ready: services are named explicitly and the geographic anchor is stated in the first viewport, so AI assistants can extract a clean, attributable summary of what ABC Corp does.

Homepage passage quality65%
Optimal-length citation passages4 / 10
Content passages analyzed18 / 50
  • Several homepage passages fall in the 134–167 word band that extracts cleanly into AI answers.
  • Service sub-pages are thinner — passage density drops below the homepage, so capability-specific queries have little citable text to draw from.
Insufficient passage density on service sub-pagesHigh

Capability-specific pages (e.g. individual service offerings) carry few extractable passages, so AI cannot reliably surface specific capabilities when asked detailed questions about what ABC Corp offers.

Fix: Add 3–5 self-contained, 130–160 word passages per service page, each answering a discrete buyer question and naming the service + outcome explicitly.

Few optimal-length citation passagesMedium

Only 4 passages site-wide land in the ideal extraction band; many key explanations are either too short to stand alone or too long to quote cleanly.

Fix: Restructure long blocks into focused, quotable paragraphs and expand one-line claims into supported, citable statements.

Technical Foundations

70/ 100 · Good

Technical foundations are solid: HTTPS is enforced site-wide with a valid certificate, and there are no critical crawler blocks — Googlebot and GPTBot can reach all key pages.

HTTPS enforcement100%
Crawlability90%
Core Web Vitals (mobile)55%
  • robots.txt and sitemap.xml are present and well-formed.
  • Mobile Core Web Vitals trail the desktop profile and pull the category score down.
Mobile Core Web Vitals below targetHigh

Largest Contentful Paint on mobile is ~3.8s, above the 2.5s 'good' threshold. Slow mobile rendering degrades the experience for the majority of AI-referred traffic, which arrives on mobile.

Fix: Compress and lazy-load below-the-fold imagery, defer non-critical JS, and preload the hero LCP asset to bring mobile LCP under 2.5s.

Structured Data

48/ 100 · Fair

Structured-data coverage is incomplete: a valid WebSite schema is present, but the core entity schemas AI systems rely on to confidently identify and recommend a business are absent.

Critical schemas present and validDrives headline score1 / 3

Present: WebSite. Missing: Organization, Service — both are required entity signals for a B2B service provider.

Schema validity80%
Distinct schema types2 / 6
  • The WebSite schema includes a valid sitelinks search box.
  • No machine-readable Organization identity (name, logo, sameAs links) is published, so AI systems must infer ABC Corp's identity from unstructured copy.
Organization schema is absentHigh

Without an Organization JSON-LD block (name, logo, URL, sameAs profile links), AI systems have no authoritative machine-readable identity to anchor citations to.

Fix: Add an Organization JSON-LD block in the site <head> with name, logo, url, and sameAs links to verified LinkedIn / social profiles.

Service schema is absentMedium

Individual offerings aren't described with Service schema, so AI assistants can't map specific queries (e.g. 'GEO audit agency') to concrete ABC Corp services.

Fix: Add Service JSON-LD per offering, each with name, description, and provider linked back to the Organization entity.

Brand Authority Signals

55/ 100 · Fair
Distinct platforms3 / 8
LinkedIn12 / 20
Reddit mentions1 / 3
Review-site coverage0 / 2
Wikipedia citation0 / 1
YouTube
No channel found
Reddit
Mentions found
1 brand mention
Wikipedia
No Wikipedia article
On-page Reviews
No review signals found
Facebook
Page found
Minimal presence
Instagram
No profile found

Profile may be inferred from brand name (not counted as a confirmed presence per our verification standard).

LinkedIn
Company page found
Small
X (Twitter)
Profile found
Minimal presence
No verified review-site presenceHigh

ABC Corp has no listings on Clutch, G2, or Trustpilot. Review-site citations are one of the strongest proxies AI models use to gauge recommendation confidence for service providers.

Fix: Claim and populate Clutch and G2 profiles, then solicit 3–5 verified client reviews to establish a citable third-party authority signal.

Thin Reddit and community footprintMedium

A single Reddit mention was detected. LLMs weight organic peer discussion heavily; a sparse community footprint limits how often ABC Corp surfaces in recommendation answers.

Fix: Engage authentically in relevant industry subreddits and encourage satisfied clients to reference ABC Corp where contextually appropriate.

Content Quality & E-E-A-T

61/ 100 · Good

Content demonstrates clear subject-matter expertise: service explanations are well-structured and use precise domain language that reads as authoritative to AI systems.

Author expertise signals55%
Trust signals60%
Factual verifiability65%
  • Case-study language is present, which improves AI trust calibration.
  • Expertise is institutional rather than personal — no named authors or bios attach the expertise to identifiable people.
No named authors or author biosMedium

Content pages don't attribute expertise to identifiable people with credentials, which limits the Experience and Expertise signals AI systems use to weight trust.

Fix: Add author bylines and short credentialed bios (with sameAs links) to insight and case-study content.

Limited external trust corroborationLow

Claims are largely self-asserted; few link out to independent sources or verifiable client outcomes that AI systems can cross-reference.

Fix: Cite measurable client results and link to corroborating third-party sources where possible.

Platform Optimization

50/ 100 · Fair

Platform coverage is partial: the Google Business Profile is claimed and verified, but the non-Google surfaces that feed Microsoft and Apple AI assistants are missing.

Google Business Profile1 / 1
Bing Places0 / 1
Apple Maps listing0 / 1
  • NAP (name, address, phone) data on the Google profile is consistent with the site.
No Bing Places listingMedium

Bing Places feeds Microsoft Copilot's local and business answers. Without a listing, ABC Corp is invisible to that assistant's local-business retrieval path.

Fix: Claim and verify a Bing Places listing with NAP data matching the Google Business Profile exactly.

No Apple Maps / Business Connect listingMedium

Apple Maps data surfaces in Siri and Apple Intelligence answers. The absence removes ABC Corp from that discovery surface.

Fix: Register the business via Apple Business Connect with consistent NAP and category data.

Agent Readiness

40/ 100 · Fair

Agent-readiness signals are largely absent: there is no llms.txt, no explicit AI-crawler ruleset, and no machine-callable endpoint, so agentic tools have no structured way to discover ABC Corp's services or preferred citation context.

llms.txt present0 / 1
AI crawler rules configured0 / 1
MCP endpoint0 / 1
  • AI crawlers are not explicitly allowed or guided — they fall back to inferring everything from unstructured HTML.
  • No MCP or structured data endpoint is exposed for tool-using agents.

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