When buyers ask ChatGPT, Claude, and Gemini about bi & data analytics, Apache Superset ranks #9 of 15, a Visibility Score of 10 in BI & Data Analytics .
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.
Budget fallback, never a first choice or enterprise pick.
Where it wins. Superset surfaces in 17% of BI conversations, consistently appearing alongside Metabase and Power BI when buyers ask about affordable or alternative tools.
Where it loses. A first-pick rate of 0% and complete absence from Top tools, Enterprise pick, and If you could pick one prompts signal that AI models treat it as a backup option rather than a credible primary recommendation.
AI-generated analysis of the July 2026 measurements.
One of the index's bigger model splits: see where the models disagree →
Share of each theme's answers that mention Apache Superset. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Top tools in 2026 · Enterprise pick · If you could pick one
Share of Apache Superset'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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