AEO for mobile app analytics tools: AI search visibility ranking
How AI search engines rank mobile app analytics tools by visibility and citations. 20 brands measured quarterly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Mobile app analytics tools used to measure user behavior, retention, funnels, attribution, and product engagement across iOS and Android apps. 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 app analytics tools, AI engines predominantly mention PostHog as the leading brand with a visibility percentage of 37.5. Amplitude and Firebase are also frequently highlighted as top contenders in this space. PostHog's high level of visibility suggests a strong presence in over a third of references.
The rankings reflect frequent citations from sources like fullstory.com, posthog.com, and other aggregators and reviews sites. Such sources often gather and compare user feedback and expert opinions, painting a comprehensive picture of brand reputation and functional strengths. This means that the most cited brands generally have their strength validated by multiple authority checks.
For a buyer reading this page, it is crucial to weigh factors like recent reviews and third-party validation. AI engines value sources that provide up-to-date insight and have credibility in the specific subcategory of mobile app analytics. Choosing a brand that is both highly visible and well-regarded by recent reviews can better guarantee satisfaction.
At a glance
What we observed in this category
PostHog leads the mobile app analytics category with a composite score of 56.2, meaningfully ahead of Amplitude and Firebase which both sit at 45.0. The gap matters because PostHog achieved this with a 100% citation rate, the highest in the dataset, while matching the same 37.5% visibility as its nearest rivals. PostHog also moved from rank 5 to rank 1 this period, with visibility rising from 0.0% to 37.5%, making it the single largest riser in the category by rank change.
Mixpanel presents the sharpest divergence between visibility and citation trust in this dataset. It holds the highest raw visibility at 50.0%, yet its citation rate is 0.0%, producing a composite score of just 35.0. Fullstory shows the inverse pattern, with 0.0% visibility but a 100% citation rate and a composite of 30.0. This means AI surfaces Mixpanel by name but does not link to it as a source, while Fullstory is treated as a trusted reference even though it rarely appears in direct responses.
Google AI Mode is the dominant engine across all 10 ranked brands, with every brand listing it as their top engine. The top cited sources in the category include fullstory.com, posthog.com, reddit.com, contentsquare.com, and firebase.google.com, alongside third-party content from userpilot.com and techtiqsolutions.com. The presence of reddit.com and niche editorial sites in the citation list suggests AI is anchoring on community and review content, not just vendor domains, when forming answers about this category.
Movers & shakers since last refresh
Biggest visibility risers
-
PostHog 0% → 38% · rank #5 → #1+38pp
-
Amplitude 25% → 38% · rank #3 → #2+12pp
-
Firebase 25% → 38% · rank #6 → #3+12pp
Biggest visibility fallers
-
UXCam 50% → 38% · rank #1 → #5-12pp
-
Fullstory 12% → 0% · rank #7 → #7-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
posthog.com
|
38% | 100% | Google AI Mode |
PostHog leads with a 56.2 composite score and 100% citation rate, rising from 0.0% to 37.5% visibility this period, the largest single-period visibility gain in the category. |
||||
| 2 |
amplitude.com
|
38% | 62% | Google AI Mode |
Amplitude ties PostHog on visibility at 37.5% but its 62.5% citation rate trails PostHog by 37.5 points, holding it to a composite score of 45.0. |
||||
| 3 |
firebase.google.com
|
38% | 62% | Google AI Mode |
Firebase matches Amplitude exactly on both visibility (37.5%) and citation rate (62.5%), sharing the same 45.0 composite score, though it rose three places in rank this period. |
||||
| 4 |
mixpanel.com
|
50% | 0% | Google AI Mode |
Mixpanel holds the highest visibility in the dataset at 50.0% but a 0.0% citation rate collapses its composite to 35.0, the starkest visibility-citation gap among all ranked brands. |
||||
| 5 |
uxcam.com
|
38% | 25% | Google AI Mode |
UXCam fell from rank 1 to rank 5 this period, with visibility dropping 12.5 points and citation rate falling 25.0 points, now sitting at 37.5% visibility and 25.0% citation rate. |
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| 6 |
contentsquare.com
|
12% | 75% | Google AI Mode |
| 7 |
fullstory.com
|
0% | 100% | Google AI Mode |
| 8 |
appsflyer.com
|
25% | 0% | Google AI Mode |
| 9 |
adjust.com
|
12% | 12% | Google AI Mode |
| 10 |
flurry.com
|
12% | 12% | Google AI Mode |
| 11 |
clevertap.com
|
0% | 0% | Google AI Mode |
| 12 |
glassbox.com
|
0% | 0% | Google AI Mode |
| 13 |
uplandsoftware.com
|
0% | 0% | Google AI Mode |
| 14 |
appmetrica.yandex.com
|
0% | 0% | Google AI Mode |
| 15 |
smartlook.com
|
0% | 0% | Google AI Mode |
| 16 |
singular.net
|
0% | 0% | Google AI Mode |
| 17 |
pendo.io
|
0% | 0% | Google AI Mode |
| 18 |
moengage.com
|
0% | 0% | Google AI Mode |
| 19 |
heap.io
|
0% | 0% | Google AI Mode |
| 20 |
countly.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 AEO 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 →
AEO 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 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own mobile app analytics tools brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation 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 AEO for mobile app analytics tools
Who leads AI visibility in mobile app analytics tools?
PostHog leads with a composite score of 56.2, ahead of Amplitude and Firebase which both score 45.0. PostHog is also the biggest riser this period, moving from rank 5 to rank 1.
Which brand has the highest raw visibility but lowest citation trust in this category?
Mixpanel holds the highest visibility at 50.0% but has a 0.0% citation rate, meaning AI mentions it by name without linking to it as a trusted source.
What sources does AI cite most for mobile app analytics research?
The top cited sources are fullstory.com, posthog.com, reddit.com, contentsquare.com, and firebase.google.com, with third-party editorial sites userpilot.com and techtiqsolutions.com also appearing in citations.
Can a brand have high citation trust but near-zero visibility in this category?
Yes. Fullstory has a 100% citation rate but 0.0% visibility, meaning it is used as a reference source by AI but rarely surfaces directly in response text.
Which engine dominates AI visibility for mobile app analytics tools?
Google AI Mode is the top engine for every single brand in the top 10, with no other engine appearing as a primary source across the dataset.
How does the category average compare to the top-ranked brand?
The category average visibility is 13.1% and average citation rate is 22.5%, while PostHog sits at 37.5% visibility and 100% citation rate, roughly three times the category average on both measures.