Subcategory · AI Citation Index
Who AI is citing in Product Analytics
Mixpanel leads AI citations in product analytics with a 76 avg evaluation score, but no brand dominates shortlists across 14 discovery prompts.
Brands tracked
39
Avg AEO score
69/100
Citation coverage
0%
of brands cited at least once
Dominant brands
0
cited > 50% of queries
Discovery stage
The shortlist
When buyers ask AI for the best Product Analytics software
No discovery-stage prompts have been scored against this category yet — once the shortlist cron runs, this section will surface which brands AI cites most.
Evaluation stage
The battleground
How brands fare on comparison queries · category median 45/100
Mixpanel claims the top evaluation score at 76 across 4 comparison queries, followed by Amplitude Activation at 67. Pendo, Statsig, Heap, and Maze cluster at 45–46, just at the median. Azure Blob Storage and Clevertap trail at 39, suggesting weaker relevance in head-to-head evaluations despite their presence in the category.
Each brand's evaluation score averages how AI responds to head-to-head comparison queries that mention them. Above-median brands win their comparisons more often than they lose.
Trends
Over the last 12 months
Too few audits to establish a trend: only two months of data (March and April 2026) with a sample-size jump from 10 to 23. Clevertap rose 14 points month-over-month; Maze fell 5. The category average climbed from 63 to 69.
Editorial picks
Brands worth watching
Mixpanel
Mixpanel posts the highest evaluation score (76) and holds a 71 in featured rankings. It appears in 4 comparison queries, outperforming every peer except Azure Blob Storage in absolute featured score.
Read brand profile →Amplitude Activation
Amplitude scores 67 on evaluations and 66 in featured rankings. It trails Mixpanel but sits above the 45-point median, positioning it as the second-choice incumbent in AI citations.
Read brand profile →Pendo
Pendo earns a 74 featured score—third-highest in the category—despite a 46 evaluation average across 5 comparisons. The gap suggests strong branding or content presence that lifts discovery citations but underperforms in direct matchups.
Read brand profile →Statsig
Statsig ties Pendo at 74 in featured rankings and 46 in evaluations. Four comparison queries surfaced it, indicating AI models recognize it as a credible alternative even if not a top evaluator.
Read brand profile →Clevertap
Clevertap posted the largest month-over-month gain (+14 points) and holds a 66 featured score, but its 39 evaluation average is the lowest among tracked brands. Rising citations may reflect marketing momentum rather than comparative strength.
Read brand profile →FAQ
Product Analytics questions, answered
Which product analytics tool gets cited most often by AI?+
What is the best product analytics software for SaaS companies?+
How fragmented is the product analytics category?+
Are any product analytics vendors gaining traction in AI citations?+
Why does Azure Blob Storage appear in product analytics rankings?+
How do Heap and Fullstory perform in AI citations?+
Related
More in Data & Analytics
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