AEO for mobile app engagement platforms: AI search visibility ranking
How AI search engines rank mobile app engagement platforms 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 engagement platforms used to orchestrate push, in-app messaging, journeys, and personalized lifecycle campaigns for app users. 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 engagement platforms, AI engines frequently name CleverTap as the leader in the industry, with a visibility score of 75.0%. Other prominent brands like MoEngage and OneSignal also receive notable mentions. This shows that CleverTap holds a substantial lead in visibility when AI engines provide answers.
The rankings largely result from AI engines pulling data from top-cited sources such as digia.tech and businessofapps.com. Many of these are aggregator or review sites, which suggests these engines are heavily relying on comprehensive, widely-validated assessments to present their answers.
For buyers assessing this list, one factor to consider is how AI engines value elements like recent reviews and third-party validation. Brands that have current reviews and demonstrate authority in specific subcategories will likely be more visible in AI-generated answers, enhancing trust and decision-making confidence.
At a glance
What we observed in this category
CleverTap and MoEngage share the top position with identical visibility scores of 75% and citation rates of 37.5%, both producing composite scores of 63.8 against a category average visibility of just 18.1%. The gap between these two leaders and rank 4 Braze (62.5% visibility, 0% citations) is stark, and it widens sharply further down the table. CleverTap's rise is particularly notable: it moved from rank 11 to rank 1 in a single audit cycle, gaining 75 percentage points of visibility, which signals a rapid shift in how Google AI Mode is weighting its content.
A clear divergence exists between brands that appear in AI responses and brands that earn citations. Braze and Airship both register meaningful visibility scores (62.5% and 50% respectively) yet hold 0% citation rates, meaning the AI describes them without sourcing their own domains. By contrast, Pushwoosh and Leanplum show the inverse pattern, with 0% visibility but 37.5% citation rates each, suggesting their content is being pulled as reference material inside answers that name other brands. This named-versus-trusted split is one of the defining AEO patterns in this category.
Google AI Mode is the top engine for every brand in this dataset, indicating the category's answer engine optimisation performance is almost entirely determined by a single engine's behaviour. The third-party sources anchoring AI answers include businessofapps.com, digia.tech, and infobip.com, none of which are vendor-owned domains. Sources such as getvero.com, sortment.com, and remarkably-different.com also appear in the citation list, pointing to a mix of review, comparison, and niche blog content rather than official product pages driving AI trust signals.
Movers & shakers since last refresh
Biggest visibility risers
-
CleverTap 0% → 75% · rank #11 → #1+75pp
-
OneSignal 25% → 75% · rank #5 → #3+50pp
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Airship 0% → 50% · rank #9 → #5+50pp
Biggest visibility fallers
-
Braze 75% → 62% · rank #1 → #4-12pp
-
Insider 12% → 0% · rank #7 → #11-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
clevertap.com
|
75% | 38% | Google AI Mode |
CleverTap leads with 75% visibility and 37.5% citation rate, both well above the category averages of 18.1% and 9.4%, after jumping 10 rank positions in the latest audit cycle. |
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| 2 |
moengage.com
|
75% | 38% | Google AI Mode |
MoEngage matches CleverTap exactly on visibility (75%) and citation rate (37.5%), producing the same composite score of 63.8, making the two brands statistically level at the top of the category. |
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| 3 |
onesignal.com
|
75% | 25% | Google AI Mode |
OneSignal holds 75% visibility but a citation rate of 25%, trailing the top two by 12.5 percentage points on citations, despite doubling its previous visibility of 25% in this period. |
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| 4 |
braze.com
|
62% | 0% | Google AI Mode |
Braze fell from rank 1 to rank 4 with a 12.5-point visibility drop to 62.5% and a citation rate that declined to 0%, signalling a deterioration in its AEO trust signals despite remaining a named brand. |
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| 5 |
airship.com
|
50% | 0% | Google AI Mode |
Airship rose four places to rank 5 with current visibility of 50%, but its citation rate sits at 0%, meaning it is mentioned in AI answers without receiving any source attribution from Google AI Mode. |
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| 6 |
pushwoosh.com
|
0% | 38% | Google AI Mode |
| 7 |
clevertap.com
|
0% | 38% | Google AI Mode |
| 8 |
iterable.com
|
12% | 0% | Google AI Mode |
| 9 |
netcorecloud.com
|
12% | 0% | Google AI Mode |
| 10 |
bloomreach.com
|
0% | 12% | Google AI Mode |
| 11 |
useinsider.com
|
0% | 0% | Google AI Mode |
| 12 |
customer.io
|
0% | 0% | Google AI Mode |
| 13 |
webengage.com
|
0% | 0% | Google AI Mode |
| 14 |
kumulos.com
|
0% | 0% | Google AI Mode |
| 15 |
batch.com
|
0% | 0% | Google AI Mode |
| 16 |
appsflyer.com
|
0% | 0% | Google AI Mode |
| 17 |
salesforce.com
|
0% | 0% | Google AI Mode |
| 18 |
emarsys.com
|
0% | 0% | Google AI Mode |
| 19 |
glance.cx
|
0% | 0% | Google AI Mode |
| 20 |
mindbox.cloud
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on mobile app engagement 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 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 engagement platforms 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 engagement platforms
Who leads AEO in Mobile app engagement platforms?
CleverTap and MoEngage are joint leaders, each with 75% visibility and 37.5% citation rates in Google AI Mode, producing identical composite scores of 63.8 against a category average visibility of 18.1%.
What sources does AI cite most for Mobile app engagement platforms research?
Google AI Mode anchors on third-party domains including businessofapps.com, digia.tech, infobip.com, sortment.com, and getvero.com rather than vendor-owned sites, so none of the top cited sources belong to the brands themselves.
Which brands are visible in AI answers but not being cited?
Braze (62.5% visibility, 0% citations) and Airship (50% visibility, 0% citations) are both named in AI responses but receive no source attribution, meaning they are described without their domains being trusted as references.
Which brands are cited by AI without appearing as named results?
Pushwoosh and Leanplum both show 0% visibility but 37.5% citation rates, indicating their content is being used as supporting sources inside answers that prominently name other brands.
Which brand has shown the biggest AEO improvement in this category?
CleverTap gained 75 percentage points of visibility and climbed 10 rank positions (from rank 11 to rank 1) in the latest audit period, representing the largest single-cycle AEO gain in the dataset.
Which engine dominates AEO performance for Mobile app engagement platforms?
Google AI Mode is listed as the top engine for all 10 ranked brands in this audit, meaning the entire category's answer engine optimisation performance is currently shaped by a single engine's content and citation preferences.