Subcategory · AI Citation Index
Marketing Analytics
The Marketing Analytics category exhibits broad market recognition with 84 consensus brands, yet reveals a critical evaluation gap—only 12 brands face comparative scrutiny and zero prompts explicitly request this category. Attribution and Google Analytics 4 dominate shortlists (63% and 62% respectively), while established players like Mixpanel, Adobe, and Salesforce maintain strong presence. The uniform model_diversity ceiling of 4-5 suggests these tools appear across limited AI model perspectives, indicating either narrow prompt contexts or concentrated market narratives around a few dominant solutions.
173 discovery queries · 305 head-to-heads · refreshed Oct 22, 2026
Discovery stage
The shortlist
Across 173 buyer-style "Marketing Analytics" queries
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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
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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.
Trends
Over the last 12 months
Brands to know
In this category
Attribution
Leads shortlists at 63% across 5 models, indicating strong cross-platform recognition for multi-touch attribution capabilities.
Read brand profile →Google Analytics 4
Achieves 62% shortlist rate with broad ecosystem integration, though tested across only 4 model perspectives.
Read brand profile →Mixpanel
Maintains 60% shortlist rate across 5 models, reflecting sustained relevance in product and event analytics despite maturing market position.
Read brand profile →Citation sources
Where AI pulls citations from
708 citations captured across Marketing Analytics prompt runs.
Vendor pages
361Product, help, and marketing pages from tracked vendors
Independent sources
178Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Marketing Analytics questions
Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.
Discovery
Buyers exploring the categoryEvaluation
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