AEO Snapshot Sample Audit

Sample audit: AI Search Visibility / AEO Snapshot for a fictional B2B SaaS site.

Executive Score

• AI answer readiness: 46/100
• Entity clarity: weak category ownership and vague product nouns
• Technical readiness: sitemap present, llms.txt missing, schema incomplete
• Citation readiness: few third-party mentions that LLMs can cite

What The Audit Checks

• How ChatGPT, Perplexity, Gemini, Claude, and AI Overviews can understand the brand.
• Homepage, pricing, docs, about page, sitemap, robots, canonical, schema.org, and llms.txt readiness.
• Competitor and citation gaps: what outside sources should mention the company.
• Top 10 practical fixes for SEO, content, and development teams.

Example Findings

1. Create a clear one-sentence entity definition: category, audience, problem, and geography.
2. Add Organization, Product, FAQPage, BreadcrumbList, and WebSite schema where relevant.
3. Publish /llms.txt with product facts, canonical docs, pricing summary, and contact path.
4. Turn comparison pages into citable pages with factual tables and dated claims.
5. Add third-party proof targets: directories, partner pages, review profiles, and niche publications.

Deliverable

The paid audit includes a PDF/HTML report, a drafted llms.txt, schema/entity/citation recommendations, and prioritized next actions. Delivery: 24-48 hours. Fixed price: $149.

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