Subcategory · AI Citation Index
Business Intelligence
Business intelligence is AI's clearest three-way consensus. Tableau, Looker, and Domo each surface across all five engines we track, with Tableau appearing in 67% of buyer queries and Looker in 65%. But head-to-head wins tell a different story: Qlik and Metabase score higher in evaluation-stage matchups than the visibility leaders, while Metabase climbs 14 points in recent months — the category's strongest riser. This is a consolidated category at the top of discovery, contested in the evaluation stage.
162 discovery queries · 270 head-to-heads · refreshed Jul 20, 2026
Discovery stage
The shortlist
Across 162 buyer-style "Business Intelligence" queries
Tableau and Looker dominate AI discovery, each surfacing across ChatGPT, Claude, Gemini, Perplexity, and Copilot in more than 65% of buyer queries about business intelligence tools. Domo follows at 51%, Qlik at 44%, and Thoughtspot at 42% — all five engines cite each of them. Microsoft Power BI lands in 48% of discovery prompts but misses one engine in our rotation, leaving slightly thinner coverage than the top tier.
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Signal by intent
By topic
Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.
Evaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 4/100
Qlik and Metabase win more head-to-heads than they lose, each scoring 72 out of 100 across two dozen comparison queries. Domo scores 71, and Sisense 68 — all four punch above the category median of 4. Tableau and Looker tie at 47 in head-to-head matchups, well above median but behind the evaluation leaders. Microsoft Power BI scores 46 across 26 comparisons, roughly level with Tableau and Looker in win rate.
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Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.
Brands to know
In this category
Tableau
Consensus pickSalesforce-owned visualization and dashboarding platform
Read brand profile →Looker
Consensus pickGoogle Cloud-embedded semantic modeling and BI
Read brand profile →Qlik
Associative analytics engine for embedded BI
Read brand profile →Metabase
RiserOpen-source self-hosted business intelligence tool
Read brand profile →Domo
Consensus pickCloud-native BI and data-app platform
Read brand profile →Citation sources
Where AI pulls citations from
633 citations captured across Business Intelligence prompt runs.
Vendor pages
180Product, help, and marketing pages from tracked vendors
Independent sources
137Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Business Intelligence questions
Buyers ask AI for business intelligence solutions by vertical and use case — phrasings like 'business intelligence tools for logistics companies', 'business intelligence solutions for food and beverage industry', 'business intelligence tools for hospitality businesses'. A smaller slice digs into feature-level criteria: 'what level of customization is necessary in business intelligence solutions', 'what reporting features are critical in business intelligence software', 'what are the training and onboarding considerations for business intelligence software'. The prompt mix stays evenly split between shortlisting by context and evaluating functional requirements.
Discovery
Buyers exploring the category- Top Tech Innovations for Food and Beverage Manufacturers in 2026 | Stoneridge Softwarestoneridgesoftware.com
- AI Forecasting and Production Tools for F&B Manufacturers | Stoneridge Softwarestoneridgesoftware.com
Evaluation
Buyers comparing optionsWant to know if AI cites your brand for Business Intelligence?
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