How brands show up — or disappear — in AI answers

Methodology, diagnostics, and original research from LLMConquer on measuring visibility in ChatGPT, Perplexity, Gemini, and Google AI Overviews.

Methodology Prompts GEO

How to Build a Prompt Set That Actually Measures AI Visibility

A usable prompt set has 30–50 prompts, zero brand names in the core index, a frozen list, and more decision-stage questions than vanity branded queries.

Ait Oufkir Yassine

CEO, LLMConquerAugust 21, 202610 min read

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