Softr: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about ai app builders, Softr ranks #7 of 15, a Visibility Score of 16 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.
Softr fills seats but never wins them in either category.
Where it wins. In AI App Builders, Softr reaches its ceiling at a score of 16 and a 26% mention rate, meaning the models know the name and drop it into startup-oriented shortlists consistently enough to stay relevant.
Where it loses. A 0% first-pick rate in AI App Builders and just 1.4% in No-Code tools confirms the models treat Softr as padding alongside Glide and Retool, and its absence from use-case-fit and feature-led prompts means buyers with a clear problem in mind never see it surface.
AI-generated analysis of the September 2026 measurements.
Softr claims No-Code & Internal Tool Builders and the models back it: #9 of 15 there.
"Build Custom AI Business Apps, Portals & Internal Tools with No Code"
Homepage self-messaging · September 2026 ranking · the biggest gaps across the index →
A different question from visibility: not “do the models recommend Softr?” 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 Softr. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Top tools in 2026 · Enterprise pick
Share of Softr'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 Softr. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Use-case fit · Startup & small team · Enterprise pick · Feature-led ask
Share of Softr'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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