By industry Prompt libraries

AI visibility, by industry

The mechanics of AI visibility are the same everywhere - save the prompt, capture the answer, follow the citations. What changes by industry is which prompts matter and which sources the engines trust. These pages give you the starting prompt set and the fix list for each.

AI visibility for healthcare AI visibility for healthcare: the prompts buyers ask, the sources answer engines trust in the space, and how to show up without making regulated claims.
AI visibility for fintech AI visibility for fintech: the prompts startup and SMB buyers ask, why accuracy matters in financial answers, and how to show up in the shortlist.
AI visibility for ecommerce AI visibility for ecommerce: how buyers use answer engines for product research, which sources shape shopping answers, and what to fix first.
AI visibility for cybersecurity AI visibility for cybersecurity: the research prompts security buyers ask, the sources engines trust for a high-stakes category, and what to fix.

What stays the same

Whatever the vertical, three things hold. Answers are generated per prompt and per engine, so one engine gives a partial view. Citations decide the answer, so the fix is usually the page the engine cited rather than your homepage. And accuracy compounds: in high-trust categories, a wrong description is worse than no mention.

Start with the AEO and GEO guide, then pick your industry above. Every plan includes all eight engines, so you can track a vertical prompt set without paying per engine.