Most AI-visibility advice tells you to add schema and pray. Schema is not what gets you quoted; the visible text is. This skill rewrites the text so answer engines can lift it cleanly, then hands you a query set to prove whether it worked.

What this isAn agent that optimizes a page for AI-engine citation and builds a buyer-journey query set to track whether your brand actually gets mentioned.

You give itA page URL or draft, your brand name, and 2 to 4 competitors.

You get backRewritten extractable passages (or precise edits) plus a 25 to 40 query tracking set grouped by funnel stage.

Download the skill file, then paste it into your AI as a system prompt or a custom instruction.

What it does

It rewrites your page into answer-first, self-contained, sourced passages that AI engines can quote, and gives you a buyer-journey query set to track whether your brand shows up across the major answer engines.

How to load it

Download the .md and paste it as a system prompt (or a Claude Project or Custom GPT instruction), then drop in your page, brand, and competitors. Works in any chat model with no setup.