Thunderdome B2B SaaS AI Visibility Index

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Brand report · July 2026

Metabase Metabase: AI Visibility Report

metabase.com ↗

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.

How AI sees Metabase

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.

On message

How Metabase positions itself vs how AI ranks it

Metabase claims BI & Data Analytics and the models back it: #4 of 15 there.

The pitch

"Open source AI analytics for data teams"

Positions in BI & Data Analytics
What AI actually says
In BI & Data Analytics #4 of 15, claim holds

Homepage self-messaging · July 2026 ranking · the biggest gaps across the index →

BI & Data Analytics · #4 of 15

49 / 100 first snapshot (July 2026)
63%
mention rate (72 answers)
3
avg. position
19%
first pick
10%
share of voice
First snapshot: July 2026. The trend line appears with the second monthly measurement; no modeled history.
ChatGPT
43
Claude
58
Gemini
48
Prompt themes Metabase would want to own

Share of each theme's answers that mention Metabase. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Startup & small team
9/9 · #1×2
Feature-led ask
9/9 · #1×3
Budget & alternatives
9/9 · #1×9

Gaps Top tools in 2026 · Enterprise pick

Most co-mentioned competitors
Looker
80%
Power BI
69%
Tableau
58%
Sigma
49%
Lightdash
47%
Apache Superset
27%

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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