Category · AI Citation Index
AI Analytics
AI Analytics shows scattered demand; Thoughtspot leads at 66, but zero consensus shortlist and volatile monthly scores reveal immature category.
0 discovery queries · refreshed Aug 27, 2026
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Brands to know
In this category
Thoughtspot
Sole measurable leader at 66. Natural-language search for BI positions it closer to analytics than pure ML ops, explaining isolated traction in this category.
Read brand profile →Afina Browser
Scored 45. Presence here is anomalous—browser-based tooling rarely competes with enterprise analytics platforms, suggesting miscategorization or niche use case.
Read brand profile →Dataiku DSS
Null score despite brand recognition in collaborative data science. Likely means buyers seeking end-to-end ML platforms don't frame searches as 'AI analytics.'
Read brand profile →DataRobot
Null score. AutoML heritage should drive analytics citations, but absence indicates category-label mismatch or evaluators using different terminology.
Read brand profile →Alteryx
Null score. Data-prep and workflow automation overlap analytics, yet zero traction here points to buyers bucketing Alteryx under ETL or citizen-data-science tags instead.
Read brand profile →Drill down
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