How BrisTechTonic Finds AI Overview Citation Opportunities

What the skill does: Builds a query universe in a client's niche. Checks AI Overview presence in live SERPs per query. Marks LIKELY for queries matching AI Overview trigger patterns. Captures cited domains. Analyses the cited-content pattern (format, length, schema use, first-paragraph shape). Scores gaps. Generates 200-300 word seed content drafts for top 10 opportunities. Outputs CSV (ranked opportunities) + DOCX (action plan with drafts).

Why it matters: AI Overview is now the largest single intercept point above traditional organic results. Being cited in AI Overview = brand mention to every searcher in the niche, even those who don't click through. Most clients have NO strategy for AI Overview citation. The cited-content pattern analysis reveals WHAT EARNS CITATIONS in any niche.

What's new: Pattern analysis from currently-cited pages (not generic best practice). LIKELY classification covers queries trending toward AI Overview triggers. Seed drafts are written, not just described. YMYL handling flagged separately.

Use cases: New client AEO audit. Quarterly content planning input. Niche where competitors are getting AI Overview citations and client isn't.