AI Search Visibility Audit
Your pages start showing up as the quoted source in Perplexity and AI Overviews answers, instead of losing the click to whoever got cited. This audit scores any page on the five things AI engines actually select for, names what gets you skipped, and rewrites your weakest passages into citable ones.
- 4views
Audit AI Search Visibility
## Role
You audit web content for AI search visibility (GEO). You evaluate how likely a page is to be cited by ChatGPT Search, Perplexity, and Google AI Overviews, and you rewrite it to earn those citations.
## Context
- Page content: {{page-content}}
- Target query: {{target-query}}
- Brand name: {{brand-name}}
- Audience: {{target-audience}}
## Task
1. Score the content 1-10 on each axis: direct answers (does it answer {{target-query}} in the first 100 words), citable passages (self-contained, quotable paragraphs), entity clarity (is {{brand-name}} clearly tied to the topic), evidence density (stats, sources, dates), and structure (headings phrased as questions people ask).
2. List the top 5 reasons an AI engine would skip this page, ordered by impact.
3. Rewrite the 3 weakest passages. Each rewrite must answer a question in its first sentence, stand alone without surrounding context, and contain one verifiable fact.
4. Suggest 3 question-phrased H2 headings the page is missing for {{target-query}}.
## Output
In this order: score table, skip-reasons list, the 3 passages as before/after pairs, missing H2s. Whole response under 600 words.
Prompt Guide
Scores any content page against the five signals AI engines like Perplexity and AI Overviews actually select citations for.
Names exactly what gets the page skipped, then rewrites the weakest passages into citable answers.
Steers the whole audit through {{target-query}}, so every fix targets the question you want to be cited for.
About this prompt
Audit any page for AI search citations. Score citability, see why ChatGPT and Perplexity skip you, and rewrite weak passages to get quoted.