Subcategory · AI Citation Index
AI-Driven Customer Insights
No consensus brands yet across 36 prompts; HubSpot and Salesforce tie at 78, Sprinklr up 14 points, sample sizes swing wildly month to month.
36 discovery queries · refreshed Aug 25, 2026
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Trends
Over the last 12 months
Average score climbed from 68 in March 2026 to 78 in August, but sample sizes collapsed from 25 prompts in April to just 3 in August. Sprinklr surged 14 points while Segment dropped 5; thin data makes volatility hard to interpret as signal or noise.
Brands to know
In this category
HubSpot
Tied for the category lead at 78. HubSpot's CRM roots and expanding AI features likely drive citations, though zero shortlist appearances leave frequency unclear.
Read brand profile →Salesforce
Also scores 78. Salesforce's Einstein analytics and vast install base position it well, but the empty shortlist means we lack prompt-level validation.
Read brand profile →Sprinklr
Rose 14 points to reach 72, the sharpest gain in the category. Social-listening strength may be resonating with AI-insight use cases, though small August samples (n=3) demand caution.
Read brand profile →Pendo
Scores 74 on product-analytics heritage. In-app behavior data aligns naturally with AI-driven segmentation, but limited trend history leaves trajectory ambiguous.
Read brand profile →Mixpanel
Lands at 71, a point below category average. Event-tracking pedigree competes directly with Pendo and Amplitude; differentiation in AI layers will matter as sample sizes stabilize.
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