When buyers ask ChatGPT, Claude, and Gemini about bi & data analytics, Metabase ranks #4 of 15, a Visibility Score of 49 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.
Strong in its core category, invisible everywhere else.
Where it wins. In BI and Data Analytics, Metabase earns a 62% mention rate and ranks 4th of 15, with nearly 1 in 5 prompts naming it first pick, especially among startup and small team queries.
Where it loses. In No-Code and Internal Tools it ranks 14th of 15 with an 11% mention rate and zero first picks, missing from seven of the nine prompt themes including every broad or high-intent question type.
AI-generated analysis of the July 2026 measurements.
Metabase claims BI & Data Analytics and the models back it: #4 of 15 there.
Homepage self-messaging · July 2026 ranking · the biggest gaps across the index →
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 Top tools in 2026 · 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.
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 · If you could pick one · 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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