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sl-citation-content

Write or rewrite content so AI assistants quote it verbatim. Use when the user asks how to write content that ChatGPT or Perplexity will cite, wants pages rewritten for AI search, asks why their content ranks but never gets quoted, needs citation-worthy paragraphs, asks what makes an LLM lift a passage, or wants to structure an article for AI Overviews. Applies the five-element citation pattern and the Aggarwal evidence on which tactics measurably help.

sl-entity-infrastructure

Make a brand machine-resolvable so AI assistants can identify it before deciding to cite it. Use when the user asks about Wikidata, knowledge panels, sameAs, entity SEO, llms.txt, allowing or blocking GPTBot and ClaudeBot, schema depth for AI search, why an assistant confuses their brand with another, or why ChatGPT cannot find them at all despite good Google rankings.

sl-geo-audit

Audit and score a site for AI citation readiness across three dimensions: Foundations, Answer Engine and Generative Citation. Use when the user asks why AI assistants never mention their brand, wants an AI visibility audit, asks how to measure GEO, wants to know why competitors get cited instead, needs a share-of-citation baseline, or asks what to fix first to appear in AI Overviews, ChatGPT, Perplexity or Claude answers.

sl-search-surfaces

Load the three-surface model of search before doing any SEO, AEO or GEO work. Use when the user asks about generative engine optimization, AI search visibility, getting cited by ChatGPT or Perplexity, AI Overviews, answer engine optimization, featured snippets, LLM SEO, "how do I show up in AI answers", or asks what GEO, AEO, AIO or LLMO actually mean and whether the distinction is real. This is the hub skill: run it first, then hand off to the specialist skill.