Bubble: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about ai app builders, Bubble ranks #6 of 15, a Visibility Score of 31 in AI App Builders (and appears in 2 categories of the index).
These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.
Present across two categories, dominant in neither.
Where it wins. In AI App Builders, Bubble reaches a 39% mention rate and converts to first pick 18% of the time, placing it solidly mid-tier among tools buyers actually consider for that use case.
Where it loses. In No-Code and Internal Tool Builders, a score of 10.3 and a first-pick rate of 1.4% signal that the AI models treat Bubble as a budget fallback rather than a genuine recommendation, and it is missing from six of the most purchase-driving prompt themes in that category.
AI-generated analysis of the September 2026 measurements.
Bubble claims AI App Builders and the models back it: #6 of 15 there.
"Build with AI when you want speed, edit visually when you want precision"
Homepage self-messaging · September 2026 ranking · the biggest gaps across the index →
A different question from visibility: not “do the models recommend Bubble?” but “asked about it directly, how specifically and confidently do they describe it?” High knowledge with low cross-model agreement is a warning sign — one model may be confidently filling gaps.
ChatGPT 
Claude 
Gemini from 6 direct-question answers across ChatGPT, Claude & Gemini
ChatGPT Claude Gemini Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).
Share of each theme's answers that mention Bubble. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick
Share of Bubble's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
ChatGPT Claude Gemini Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).
Share of each theme's answers that mention Bubble. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Use-case fit · Startup & small team · Enterprise pick · Feature-led ask · If you could pick one
Share of Bubble's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Scores are measured from real AI answers, refreshed monthly. Methodology.
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