Mobile analytics platforms: AI search visibility ranking (2026)
How AI search engines rank mobile analytics platforms 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 platforms used to track mobile app usage, attribution, retention, engagement, and behavioral performance across iOS and Android. 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 inquire about Mobile analytics platforms, AI engines commonly point to Mixpanel as the leader, with Amplitude and UXCam also frequently mentioned. Mixpanel commands a significant presence with a 62.5% visibility rate, highlighting its prominence among competitors. Understanding this landscape can help buyers identify industry-favored options with a strong performance track record.
The rankings reflect a blend of comprehensive data and user feedback from top-cited sources such as quantummetric.com and various review aggregators. These platforms gather insights from multiple user experiences and expert reviews. This aggregation ensures a well-rounded representation of a brand's standing, suggesting that buyers benefit from a diverse array of opinions and analyses.
For buyers exploring this list of Mobile analytics platforms, it is important to consider the recentness of reviews and third-party validations that AI engines value highly. Brands with topical authority and frequent updates signal reliability and ongoing relevance, helping decision-makers choose a platform that not only meets current needs but is also recognized for consistent performance in this dynamic field.
At a glance
What we observed in this category
Mixpanel leads the mobile analytics AI visibility landscape with a 62.5% visibility score, well above the category average of 12.5%, and holds a composite score of 43.8. Amplitude sits just behind at 50.0% visibility and a composite of 42.5, meaning the gap between first and second is narrower than it appears on raw visibility alone. AppsFlyer jumped from rank 9 to rank 4 with a 50-point visibility delta, making the top tier a three-brand cluster that is pulling sharply away from the rest of the field.
A clear divergence exists between which brands get named and which get cited as sources. Mixpanel and AppsFlyer each hold 0.0% citation rates despite strong visibility, meaning AI surfaces them in answers but does not link back to their domains. Quantum Metric shows the inverse pattern: 0.0% visibility but a 37.5% citation rate, ranking it among the most-cited sources in the category. UXCam is the only top-5 brand where visibility and citation are balanced, both sitting at 37.5%.
Every brand in the audit lists Google AI Mode as its top engine, confirming this category is effectively a single-engine visibility contest. The top cited sources include quantummetric.com, uxcam.com, amplitude.com, and third-party domains such as learn.g2.com, gartner.com, appfollow.io, and youtube.com. The presence of YouTube and review aggregators like G2 and Appfollow suggests Google AI Mode is drawing on video content and review-site structured data alongside vendor and analyst domains.
Movers & shakers since last refresh
Biggest visibility risers
-
AppsFlyer 0% → 50% · rank #9 → #4+50pp
-
Mixpanel 38% → 62% · rank #2 → #1+25pp
-
Amplitude 38% → 50% · rank #1 → #2+12pp
Biggest visibility fallers
-
Adjust 12% → 0% · rank #6 → #10-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
mixpanel.com
|
62% | 0% | Google AI Mode |
Mixpanel leads at 62.5% visibility, five times the 12.5% category average, but its 0.0% citation rate means AI references it without linking back to mixpanel.com. |
||||
| 2 |
amplitude.com
|
50% | 25% | Google AI Mode |
Amplitude holds 50.0% visibility and a 25.0% citation rate, making it the only top-2 brand that earns both named mentions and direct source citations from Google AI Mode. |
||||
| 3 |
uxcam.com
|
38% | 38% | Google AI Mode |
UXCam is the only top-5 brand with equal visibility and citation rates, both at 37.5%, and its domain also appears in the top cited sources list for the category. |
||||
| 4 |
appsflyer.com
|
50% | 0% | Google AI Mode |
AppsFlyer rose five ranks and gained 50 visibility points this period, but its citation rate remains 0.0%, so its AI presence is entirely mention-based with no source attribution. |
||||
| 5 |
clevertap.com
|
25% | 12% | Google AI Mode |
CleverTap sits at 25.0% visibility and 12.5% citation rate, both above the category average, but its composite score of 21.2 leaves a significant gap behind the top four brands. |
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| 6 |
firebase.google.com
|
25% | 0% | Google AI Mode |
| 7 |
quantummetric.com
|
0% | 38% | Google AI Mode |
| 8 |
fullstory.com
|
0% | 25% | Google AI Mode |
| 9 |
singular.net
|
0% | 25% | Google AI Mode |
| 10 |
adjust.com
|
0% | 0% | Google AI Mode |
| 11 |
braze.com
|
0% | 0% | Google AI Mode |
| 12 |
countly.com
|
0% | 0% | Google AI Mode |
| 13 |
moengage.com
|
0% | 0% | Google AI Mode |
| 14 |
appmetrica.yandex.com
|
0% | 0% | Google AI Mode |
| 15 |
glassbox.com
|
0% | 0% | Google AI Mode |
| 16 |
heap.io
|
0% | 0% | Google AI Mode |
| 17 |
airbridge.io
|
0% | 0% | Google AI Mode |
| 18 |
kochava.com
|
0% | 0% | Google AI Mode |
| 19 |
pendo.io
|
0% | 0% | Google AI Mode |
| 20 |
smartlook.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on mobile analytics platforms, 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 mobile analytics platforms 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 analytics platforms AI visibility
Who leads AI visibility in mobile analytics platforms?
Mixpanel leads with 62.5% visibility and a composite score of 43.8, ahead of Amplitude at 50.0% visibility and a composite of 42.5. Both scores sit well above the category average of 12.5%.
Which mobile analytics brand is most cited as a source by Google AI Mode?
Quantum Metric has the highest citation rate in the data at 37.5%, tied with UXCam, despite having 0.0% visibility, meaning AI uses its domain as a reference but does not name it prominently in answers.
What sources does Google AI Mode anchor on for mobile analytics research?
The top cited sources include quantummetric.com, uxcam.com, amplitude.com, and third-party sites including learn.g2.com, gartner.com, appfollow.io, and youtube.com.
Which brands have high AI visibility but low citation rates in this category?
Mixpanel (62.5% visibility, 0.0% citation) and AppsFlyer (50.0% visibility, 0.0% citation) are both named frequently in AI answers but are not used as cited sources.
Which mobile analytics brand made the biggest AI visibility gain recently?
AppsFlyer moved from rank 9 to rank 4 with a visibility increase of 50 percentage points, rising from 0.0% to 50.0% visibility in the current audit period.
Is AI visibility for mobile analytics platforms concentrated on one engine?
Yes, every brand in the audit lists Google AI Mode as its top engine, indicating the category's AI search presence is currently driven entirely by a single platform.