How AI picks who to recommend,tested, not guessed.

What ChatGPT, Gemini and Google's AI say when Indian customers ask for a recommendation, why they say it, and what a business can do about it. Written from our own tests.

Latest · AI visibility

Our pilot AI visibility audit scored 35 out of 100. Here's what it taught us.

Before offering AI visibility audits to anyone, we ran a pilot on a Delhi services business: 20 customer questions across ChatGPT, Gemini and Google AI. It was named in 0 of 54 discovery answers. What we learned became our method.

11 November 2026 · 4 min read

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