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42/ 100 — Poor

AI Visibility Audit — Sample Report

demo-acme.com

Your AI visibility score is below average. You are missing from 3 of 5 AI platforms and have several quick wins available.

Report generated: March 24, 2026  ·  Demo data only

Platform Coverage

ChatGPTnot found
Perplexitypartial
Google AI
Gemininot found
Claudenot found

✓ present  ·  ~ partial mention  ·  ✗ not found in responses

Factor Breakdown

Authority55

Found 12 backlinks from medium-authority domains. No mentions on Reddit or Quora. 1 G2 review detected.

Factual Density35

Found 3 quantified claims on the homepage. 9 vague claims detected ('many users', 'industry-leading', 'fast-growing').

Content Structure50

H2/H3 hierarchy is present. No FAQ section found on key pages. One comparison table detected on pricing page.

Citerability30

Opening paragraphs are marketing-oriented, not answer-oriented. AI cannot extract a clean 40-60 word citation block.

Freshness60

Blog updated within the last 30 days. Homepage shows no visible 'last updated' date. No dateModified in metadata.

Schema Markup20

No JSON-LD schema markup found. Open Graph tags present but incomplete. No llms.txt file detected.

Top Recommendations

Sorted by highest impact and lowest effort.

1.

Add JSON-LD schema markup

high impacttechnicalQuick win

Implement Organization, FAQPage, and BreadcrumbList schema on your key pages. This helps AI crawlers understand your content programmatically and is one of the fastest ways to improve your score.

2.

Create an llms.txt file

medium impacttechnicalQuick win

Add a /llms.txt file at your domain root that describes your business, products, and key URLs for AI crawlers — the AI equivalent of robots.txt. Takes under an hour to implement.

3.

Add definition-first paragraphs

high impactcontentQuick win

Every key page should answer its core question in the first 40-60 words after the main heading. AI models extract this opening block as a citation. Rewrite your homepage and top landing pages first.

4.

Quantify all claims with specific numbers

high impactcontentModerate effort

Replace vague claims like 'growing fast' with '527% YoY growth'. Replace 'many customers' with '2,400+ customers'. AI models strongly prefer content with verifiable, extractable data points.

5.

Start community seeding on Reddit & Quora

medium impactauthorityModerate effort

Create helpful answers on Reddit and Quora for queries related to your product category. Perplexity and ChatGPT heavily index these platforms and prioritize community-sourced answers for brand queries.

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