Individual skill

aeo-citation-drill-down

Use this skill when the user wants to know which content actually shapes AI answers in their category — "what sources do AI engines cite about us," "why does the competitor win the AI comparison answers," "where should content effort go for AI visibility." Three-level investigation: cited domains → the specific URLs driving citations → the full AI answers, ending in a ranked content hit-list.

skills/yahav-fuchs/aeo-citation-drill-down/SKILL.md

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Use when citation data needs to become a content strategy. Produces a ranked list of the domains, pages, and content patterns that drive AI answers in the category — and where the brand can plausibly earn a mention. Work top-down; never stop at the domain level.

## Level 1 — domains

Pull the domains that co-occur with the brand in AI answers, with citation counts and type (review site, competitor, news, community). This gives the shape: "a review platform appeared in 38 citations across answers mentioning the brand last week" tells you which *kind* of property owns the category's answers.

## Level 2 — URLs

Drill into each heavyweight domain for the specific pages driving its citations. Concentration is the finding: one competitor comparison post out-citing every other page on its domain 14-to-1 means that single page — not the domain — owns the answer. Capture the scan identifiers for level 3.

## Level 3 — full answers

Open the complete AI responses behind the key citations: answer text, engine, brand sentiment, and how the citation is actually used. This is where you learn whether a cited page is quoted for its comparison table, its pricing, or its one-line verdict — which dictates what a competing page must contain.
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