AI search presence in AI Coding & Vibe Coding

Measured from 80 AI answers to 50 buyer questions that name no product. Bubble is named in the answers to 3 of them. Questions that name a product are listed below for its pros and cons but not counted.

Rank#16of 68 brands
Share of voice1.2%questions naming no product
Mentioned in7.5%of 80 answers
Recommended in5%of all answers
Site cited in7.5%answers with sources
Avg. position4.7when listed
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Questions where AI names Bubble

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