Metabase: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about bi & data analytics, Metabase ranks #4 of 15, a Visibility Score of 50 in BI & Data Analytics (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.
Solid BI contender, invisible where tools actually get built.
Where it wins. In BI and Data Analytics, Metabase reaches 64% mention rate and lands first pick 18% of the time, putting it in genuine top-four territory among fifteen tracked tools.
Where it loses. In No-Code and Internal Tool Building, a 15% mention rate with zero first picks and six missing prompt themes signals that AI models treat Metabase as a peripheral option, not a builder's tool.
AI-generated analysis of the September 2026 measurements.
Metabase claims BI & Data Analytics and the models back it: #4 of 15 there.
Homepage self-messaging · September 2026 ranking · the biggest gaps across the index →
A different question from visibility: not “do the models recommend Metabase?” 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 Metabase. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick
Share of Metabase'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 Metabase. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Top tools in 2026 · Startup & small team · Enterprise pick · Feature-led ask · Budget & alternatives
Share of Metabase'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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