Original research

Weekly AI search visibility studies — named products, real prompts, raw findings.

Featured Research

Most developer tools are invisible in AI search

We ran 30 buyer-intent prompts across ChatGPT, Perplexity, and Gemini. In each category, 4 to 5 products captured nearly every recommendation. The rest — including well-funded products with strong developer adoption — did not appear at all.

7 products dominated AI recommendations across 3 developer-tool categories. 40+ competitors were invisible.

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