Digital experience analytics software: AI search visibility ranking (2026)
How AI search engines rank digital experience analytics software by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Analytics tools used to measure user journeys, friction, engagement, and experience quality across websites and digital products. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When buyers ask AI engines about Digital experience analytics software, FullStory emerges as the clear leader, cited in 50% of instances and appearing in 75% of visibility mentions. Contentsquare and Quantum Metric follow as notable contenders, each recognized for their unique approaches within the category.
These AI-generated rankings often stem from sources like quantummetric.com, viewpointanalysis.com, and contentsquare.com, which influence the data considerably. With several aggregator and review sites included among top cited sources, it suggests that consumers rely heavily on collective feedback and expert reviews when determining brand quality.
For buyers evaluating this list, consider what AI engines prioritize: current reviews, third-party validations, and authoritative expertise. When picking a brand, focus on firms with recent, credible feedback and those that showcase strong topical authority in Digital experience analytics. This approach aligns with AI engines' emphasis on comprehensive, real-time insights.
At a glance
What we observed in this category
FullStory leads the digital experience analytics category with a visibility score of 75.0%, more than double the second-ranked Contentsquare at 62.5%, and six times the category average of 12.5%. This gap is meaningful because the composite score difference (67.5 vs 58.8) confirms FullStory is not just named more often but ranked more consistently. FullStory also recorded the largest single-period visibility gain, rising 37.5 percentage points from a prior 37.5%, signalling an accelerating AI presence rather than a stable one.
Quantum Metric presents the clearest divergence between visibility and citation in the dataset. It holds only 25.0% visibility, matching Amplitude and Glassbox, yet its citation rate of 62.5% is the highest of any brand measured, exceeding even FullStory at 50.0%. This means AI responses reference Quantum Metric as a trusted source more often than they surface it as a named brand in answers. Glassbox and Mixpanel show the opposite pattern, with 25.0% visibility each but zero citation, indicating presence without corroboration.
Google AI Mode is the top engine for every brand in the dataset, confirming this category's AI visibility is almost entirely concentrated in one engine. The top cited sources list includes quantummetric.com and contentsquare.com as domain-level references alongside third-party validators such as gartner.com, vendr.com, and viewpointanalysis.com. YouTube also appears in the cited sources list, suggesting AI is drawing on video content as a supplementary signal. Brands absent from both the cited sources and visibility rankings, such as LogRocket and Hotjar, score zero on both metrics.
Movers & shakers since last refresh
Biggest visibility risers
-
FullStory 38% → 75% · rank #1 → #1+38pp
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Contentsquare 38% → 62% · rank #3 → #2+25pp
-
Mixpanel 0% → 25% · rank #11 → #6+25pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
fullstory.com
|
75% | 50% | Google AI Mode |
FullStory's 75.0% visibility is six times the 12.5% category average, though its citation rate of 50.0% trails Quantum Metric's 62.5%, signalling a small trust gap relative to its name recognition. |
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| 2 |
contentsquare.com
|
62% | 50% | Google AI Mode |
Contentsquare rose from rank 3 to rank 2 with a 25-point visibility gain and a 50-point citation gain, making it the only top-five brand improving on both metrics simultaneously this period. |
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| 3 |
quantummetric.com
|
25% | 62% | Google AI Mode |
Quantum Metric's citation rate of 62.5% is the highest in the dataset despite only 25.0% visibility, meaning AI treats its domain as a reference source more than it surfaces the brand in direct answers. |
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| 4 |
amplitude.com
|
25% | 38% | Google AI Mode |
Amplitude shares the 25.0% visibility tier with three other brands but its 37.5% citation rate separates it from Glassbox and Mixpanel, both of which record zero citations at the same visibility level. |
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| 5 |
glassbox.com
|
25% | 0% | Google AI Mode |
Glassbox holds 25.0% visibility but has a 0.0% citation rate, matching Mixpanel's profile and indicating AI mentions these brands by name without drawing on their content as a sourced reference. |
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| 6 |
mixpanel.com
|
25% | 0% | Google AI Mode |
| 7 |
uxcam.com
|
0% | 38% | Google AI Mode |
| 8 |
heap.io
|
12% | 0% | Google AI Mode |
| 9 |
logrocket.com
|
0% | 0% | Google AI Mode |
| 10 |
hotjar.com
|
0% | 0% | Google AI Mode |
| 11 |
mouseflow.com
|
0% | 0% | Google AI Mode |
| 12 |
smartlook.com
|
0% | 0% | Google AI Mode |
| 13 |
pendo.io
|
0% | 0% | Google AI Mode |
| 14 |
adobe.com
|
0% | 0% | Google AI Mode |
| 15 |
dynatrace.com
|
0% | 0% | Google AI Mode |
| 16 |
medallia.com
|
0% | 0% | Google AI Mode |
| 17 |
medallia.com
|
0% | 0% | Google AI Mode |
| 18 |
luckyorange.com
|
0% | 0% | Google AI Mode |
| 19 |
indicative.com
|
0% | 0% | Google AI Mode |
| 20 |
observepoint.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on digital experience analytics software, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically. How AI search ranking works →
Get your own digital experience analytics software brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about digital experience analytics software AI visibility
Who leads AI visibility in digital experience analytics software?
FullStory leads with 75.0% visibility and a composite score of 67.5, well ahead of second-placed Contentsquare at 62.5% visibility and a composite score of 58.8.
Which brand is most cited as a source in AI responses for this category?
Quantum Metric has the highest citation rate at 62.5%, exceeding FullStory's 50.0%, and its domain appears first in the top cited sources list for the category.
What sources does AI cite most for digital experience analytics research?
The top cited sources include quantummetric.com, contentsquare.com, gartner.com, vendr.com, and youtube.com, indicating AI draws on a mix of vendor domains, analyst sites, and video content.
Which brands have zero AI visibility and zero citations in this category?
LogRocket and Hotjar both record 0.0% visibility and 0.0% citation rate, giving them composite scores of zero despite being established products in the market.
Which engine dominates AI visibility for digital experience analytics software?
Google AI Mode is listed as the top engine for every single brand in the dataset, making it the sole engine driving measurable AI visibility in this category.
Which brands showed the biggest visibility gains in the most recent period?
FullStory gained 37.5 percentage points, Contentsquare gained 25.0 points, and Mixpanel gained 25.0 points, with Mixpanel jumping five rank positions from 11th to 6th.