Top 20 mobile app analytics tools by AI search visibility (2026)
Mobile app analytics tools used to measure user behavior, retention, funnels, attribution, and product engagement across iOS and Android apps. Ranked by a composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 06, 2026At a glance
What we observed in this categoryauto-generated
Amplitude and Mixpanel both hold 37.5% visibility — more than five times the category average of 6.9% — making them the clear frontrunners in AI-generated responses for mobile app analytics tools. However, Mixpanel's citation rate is 0.0%, meaning Google AI Mode mentions it without linking to it, while Amplitude pairs its 37.5% visibility with an equal 37.5% citation rate. This gap matters: Amplitude is both named and trusted as a source, whereas Mixpanel's presence is acknowledged but not reinforced by a direct reference.
UXCam exposes the sharpest divergence between visibility and citation in this category. With only 12.5% visibility — below Amplitude and Mixpanel — its citation rate reaches 75.0%, the highest of any brand audited. Similarly, Contentsquare holds 0.0% visibility yet achieves a 37.5% citation rate, and Smartlook and AppMetrica each earn 25.0% citation rates despite zero visibility. This pattern indicates that Google AI Mode is pulling these brands as reference sources within answers, without naming them as recommended tools in the main response body.
The top cited external sources in this category include youtube.com, uxcam.com, businessofapps.com, and reddit.com, alongside specialist comparison and review sites such as appfollow.io and cometly.com. The presence of uxcam.com as both a cited source and a ranked brand helps explain UXCam's outsized citation rate relative to its visibility. All ten ranked brands share Google AI Mode as their top engine, confirming that this single engine is the dominant anchoring surface for AI visibility across the entire mobile app analytics tools category.
Movers & shakers since last refresh
Biggest visibility risers
-
Amplitude 0% → 38% · rank #0 → #1+38pp
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Mixpanel 0% → 38% · rank #0 → #3+38pp
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UXCam 0% → 12% · rank #0 → #2+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
amplitude.com
|
38% | 38% | Google AI Mode |
Amplitude leads with 37.5% visibility and a matching 37.5% citation rate, making it the only top brand where named presence and trusted sourcing are fully aligned. |
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| 2 |
uxcam.com
|
12% | 75% | Google AI Mode |
UXCam's citation rate of 75.0% is six times its 12.5% visibility score, the widest visibility-to-citation gap in the category, driven partly by its own domain appearing in cited sources. |
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| 3 |
mixpanel.com
|
38% | 0% | Google AI Mode |
Mixpanel matches Amplitude's 37.5% visibility but holds a 0.0% citation rate, meaning AI responses mention it as a tool without ever linking back to its domain. |
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| 4 |
posthog.com
|
12% | 38% | Google AI Mode |
PostHog sits at 12.5% visibility with a 37.5% citation rate, triple its visibility share, suggesting it is used more as a reference point than a prominently named recommendation. |
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| 5 |
firebase.google.com
|
12% | 12% | Google AI Mode |
Firebase shows balanced but below-average performance at 12.5% on both visibility and citation, placing it well below the citation rates of UXCam and PostHog at the same visibility level. |
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| 6 |
adjust.com
|
12% | 12% | Google AI Mode |
| 7 |
contentsquare.com
|
0% | 38% | Google AI Mode |
| 8 |
appsflyer.com
|
12% | 0% | Google AI Mode |
| 9 |
smartlook.com
|
0% | 25% | Google AI Mode |
| 10 |
appmetrica.yandex.com
|
0% | 25% | Google AI Mode |
| 11 |
fullstory.com
|
0% | 25% | Google AI Mode |
| 12 |
heap.io
|
0% | 25% | Google AI Mode |
| 13 |
singular.net
|
0% | 12% | Google AI Mode |
| 14 |
countly.com
|
0% | 12% | Google AI Mode |
| 15 |
clevertap.com
|
0% | 0% | Google AI Mode |
| 16 |
moengage.com
|
0% | 0% | Google AI Mode |
| 17 |
flurry.com
|
0% | 0% | Google AI Mode |
| 18 |
pendo.io
|
0% | 0% | Google AI Mode |
| 19 |
glassbox.com
|
0% | 0% | Google AI Mode |
| 20 |
uplandsoftware.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on mobile app analytics tools, 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.
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.
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.
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.
Get your own mobile app analytics tools 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 mobile app analytics tools AI visibility
Who leads AI visibility in mobile app analytics tools?
Amplitude and Mixpanel are tied for highest visibility at 37.5% each, far above the category average of 6.9%. Amplitude also holds the top composite score of 37.5, ahead of Mixpanel's 26.2, due to its matching citation rate.
Which brand has the highest citation rate in this category despite low visibility?
UXCam holds a 75.0% citation rate — the highest in the category — while its visibility sits at only 12.5%, indicating Google AI Mode frequently references uxcam.com as a source without naming UXCam as a primary tool recommendation.
Are there brands Google AI Mode mentions but never cites as sources?
Yes — Mixpanel and AppsFlyer both have 0.0% citation rates despite visibility scores of 37.5% and 12.5% respectively, meaning they appear in AI responses as named tools but their domains are not linked or sourced.
What external sources does Google AI Mode anchor on when answering mobile app analytics queries?
The top cited sources include youtube.com, uxcam.com, businessofapps.com, appfollow.io, reddit.com, cometly.com, statsig.com, and vwo.com — a mix of video, community, and specialist comparison platforms.
Is any single search engine dominant in this category's AI visibility data?
Google AI Mode is listed as the top engine for all ten ranked brands without exception, indicating it is the sole anchoring surface driving AI visibility across this category in the current audit period.
Which brands receive AI citations without appearing as named tools in responses?
Contentsquare, Smartlook, and AppMetrica all hold 0.0% visibility yet achieve citation rates of 37.5%, 25.0%, and 25.0% respectively, meaning they surface only as background reference sources rather than featured recommendations.