Paste a URL. Find out whether ChatGPT, Perplexity, and Google AI Overviews would cite your page — and exactly what to change so they will.
Audit results will appear here
We score your page on direct answers, citation worthiness, structure, authority signals, and topical depth — then suggest concrete rewrites.
Generative Engine Optimization
A growing share of search traffic now ends inside an AI answer. ChatGPT search, Perplexity, Claude, and Google's AI Overviews read the web, summarize it, and cite a handful of sources. If you're not in that handful, you're invisible — even when your page ranks #1 in classical results.
What gets cited isn't always what ranks. AI engines reward direct answers, scannable structure, specific facts and numbers, and clear authority signals. This tool reads your page the way an LLM does and grades it on the same axes — then tells you exactly what to rewrite.
Does the page answer the likely query in the first 1–2 paragraphs without preamble?
Specific facts, data, named entities, original framing — what an LLM would prefer to quote.
Clear headings, scannable lists, semantic markup. Helps an LLM extract chunks cleanly.
Author bylines, dates, sources, schema.org markup, expertise markers.
Comprehensive enough to be the canonical answer — related entities, FAQs, edge cases.
Not 'improve structure'. Actual before/after examples drawn from your page text.
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