Sigma: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about bi & data analytics, Sigma ranks #5 of 15, a Visibility Score of 33 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.
Sigma holds mid-table in BI, nowhere else.
Where it wins. A 46% mention rate puts Sigma in nearly half of all BI and analytics conversations the models have with buyers, a real foothold in a crowded 15-tool field. Use-case fit is the one prompt theme where Sigma earns its spot, meaning it lands when buyers describe a specific analytical job to be done.
Where it loses. Ranking fifth with only 13% first-pick share means Looker and Power BI are absorbing the confident recommendations while Sigma fills out the list. It is also invisible when buyers frame questions around enterprise credibility or price comparisons, the two contexts where deals often close.
AI-generated analysis of the September 2026 measurements.
Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).
Share of each theme's answers that mention Sigma. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick · Budget & alternatives
Share of Sigma'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.
We rerun the index every month. Drop your email and pick what to watch in BI & Data Analytics: the whole category or specific brands. Free, unsubscribe anytime.
ChatGPT
Claude
Gemini