Thunderdome B2B SaaS AI Visibility Index

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Brand report · July 2026

Superset Superset: AI Visibility Report

joinsuperset.com ↗

When buyers ask ChatGPT, Claude, and Gemini about bi & data analytics, Superset ranks #10 of 15, a Visibility Score of 9 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 Superset

Startup niche player; enterprise and top-list queries ignore it entirely.

Where it wins. Superset earns mentions 17% of the time when buyers ask about tools for startups and small teams, landing it at rank 10 of 15 in BI. That foothold alongside Metabase shows it registers as a credible lightweight option.

Where it loses. It never gets picked first, and AI models leave it out of every high-stakes prompt theme: top tools lists, enterprise recommendations, and the single-pick question. Those are the queries that drive most purchase decisions.

AI-generated analysis of the July 2026 measurements.

BI & Data Analytics · #10 of 15

9 / 100 first snapshot (July 2026)
17%
mention rate (72 answers)
6
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
7
Claude
20
Gemini
0
Prompt themes Superset would want to own

Share of each theme's answers that mention 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%
Looker
92%
Power BI
83%
Tableau
67%
Sigma
58%
Lightdash
50%

Share of 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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