Subcategory · AI Citation Index
Marketing Analytics
The marketing analytics landscape reveals a fundamental divide: purpose-built attribution tools command the highest shortlist rates (Attribution at 63%, Mixpanel at 60%) while enterprise suites (Adobe, Salesforce) compete on breadth rather than depth. Google Analytics 4's strong 62% shortlist rate across fewer models suggests it serves as the default choice, while HubSpot's 58% rate reflects its dual role as both analytics platform and marketing hub. The 84-brand consensus against only 12 evaluation brands indicates buyers know what they want but struggle to compare specialized tools against all-in-one platforms.
173 discovery queries · 305 head-to-heads · refreshed Sep 24, 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 all shortlists at 63% despite limited model presence, indicating strong specialist positioning in multi-touch attribution.
Read brand profile →Google Analytics 4
Achieves 62% shortlist rate as the default analytics choice, balancing free tier accessibility with enterprise feature depth.
Read brand profile →Mixpanel
60% shortlist rate reflects its evolution from product analytics into marketing's preferred event-tracking platform.
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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