Thunderdome B2B SaaS AI Visibility Index

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Brand report · July 2026

Apache Superset Apache Superset: AI Visibility Report

superset.apache.org ↗

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.

How AI sees Apache Superset

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.

BI & Data Analytics · #9 of 15

10 / 100 first snapshot (July 2026)
17%
mention rate (72 answers)
5
avg. position
0%
first pick
3%
share of voice
First snapshot: July 2026. The trend line appears with the second monthly measurement; no modeled history.
ChatGPT
24
Claude
7
Gemini
0

One of the index's bigger model splits: see where the models disagree →

Prompt themes Apache Superset would want to own

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

Most co-mentioned competitors
Metabase
100%
Power BI
67%
Looker
58%
Sigma
50%
Lightdash
50%
Tableau
42%

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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