Original research
Weekly AI search visibility studies — named products, real prompts, raw findings.
Featured ResearchRead the full study →
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.
We also publish: