Subcategory · AI Citation Index
Marketing Analytics
The marketing analytics landscape divides into two tiers: attribution-focused platforms leading shortlist rates (Attribution at 63%, Mixpanel at 60%) and enterprise BI tools with moderate adoption (Looker 48%, GA4 47%). High model diversity (4-5 across top brands) indicates these tools serve multiple buyer personas—from growth marketers to data analysts to RevOps teams. Salesforce's 51% shortlist rate despite being a CRM suggests marketing analytics increasingly lives within broader GTM platforms rather than standalone tools.
173 discovery queries · 325 head-to-heads · refreshed Jul 13, 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 9/100
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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.
Brands to know
In this category
Attribution
Leads all shortlists at 63% with maximum model diversity, suggesting it solves the core attribution problem across multiple buyer types.
Read brand profile →Mixpanel
60% shortlist rate with broad appeal positions it as the behavioral analytics standard for product-led and growth teams.
Read brand profile →Salesforce
51% shortlist rate shows the CRM giant successfully bundling marketing analytics into its platform play, competing with specialists.
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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