Mobile app engagement platforms: AI search visibility ranking (2026)
How AI search engines rank mobile app engagement 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. 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 ask AI engines about Mobile app engagement platforms, Braze frequently emerges as the leader. Other top brands like CleverTap and MoEngage also gain recognition. Braze leads the visibility percentage with a solid 75.0%, underscoring its significant presence in AI-generated recommendations.
The rankings reflect insights drawn primarily from sources like businessofapps.com and pushwoosh.com. These aggregators compile extensive reviews and comparisons, creating a rich data pool for AI engines to tap into. This reliance on aggregator sites suggests an emphasis on consensus and peer-reviewed expertise.
For a buyer, understanding the priorities AI engines place on recent reviews and third-party validation is crucial. Platforms like Braze are frequently recommended due to their strong presence in authoritative sources. Buyers should consider these aspects, as they highlight brands well-regarded for topical authority in Mobile app engagement platforms.
At a glance
What we observed in this category
Braze and CleverTap share the top position with identical visibility scores of 75% and composite scores of 56.2, both running six times above the category average visibility of 12.5%. The gap between these two and the rest of the field is steep: MoEngage sits at rank 3 with 50% visibility, while every brand from rank 5 downward falls at or below 25%. CleverTap's rise from rank 20 to rank 2 in a single audit cycle, with a visibility delta of 75 percentage points, is the sharpest movement in the dataset.
MoEngage and Pushwoosh expose a clear divergence between being named in AI responses and being cited as a source. MoEngage appears in 50% of queries but is cited in 62.5% of responses, suggesting its own domain earns direct attribution. Pushwoosh is the most extreme case: 0% visibility yet an 87.5% citation rate, meaning AI is pulling from pushwoosh.com as a reference document without naming the brand as a recommended platform. OneSignal shows the inverse pattern, appearing in 25% of queries with zero citations.
Google AI Mode is the top engine for every brand in the dataset without exception, indicating the audit's signal is entirely concentrated in that single engine. Among external sources cited, businessofapps.com leads the list, followed by pushwoosh.com and moengage.com appearing as third-party reference material. The presence of smaller domains such as sortment.com, getvero.com, and yodelmobile.com in the top cited sources suggests AI is anchoring category definitions and comparisons on review and listicle-style content rather than vendor documentation alone.
Movers & shakers since last refresh
Biggest visibility risers
-
CleverTap 0% → 75% · rank #20 → #2+75pp
-
MoEngage 25% → 50% · rank #4 → #3+25pp
-
Braze 62% → 75% · rank #1 → #1+12pp
Biggest visibility fallers
-
Airship 38% → 0% · rank #3 → #9-38pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
braze.com
|
75% | 12% | Google AI Mode |
Braze holds a 75% visibility score, six times the 12.5% category average, and has grown visibility by 12.5 points since the previous audit while maintaining rank 1 throughout. |
||||
| 2 |
clevertap.com
|
75% | 12% | Google AI Mode |
CleverTap matches Braze exactly on visibility (75%) and composite score (56.2) but is the category's biggest riser, jumping from rank 20 to rank 2 with a 75-point visibility delta. |
||||
| 3 |
moengage.com
|
50% | 62% | Google AI Mode |
MoEngage has a 50% visibility score but a 62.5% citation rate, the second highest in the set, indicating its domain functions as an authoritative reference source beyond its named appearances. |
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| 4 |
pushwoosh.com
|
0% | 88% | Google AI Mode |
Pushwoosh has 0% visibility yet an 87.5% citation rate, the highest in the category, meaning AI treats its domain as a source document while never recommending it as a platform. |
||||
| 5 |
onesignal.com
|
25% | 0% | Google AI Mode |
OneSignal appears in 25% of AI responses but holds a 0% citation rate, placing it below the 11.9% average citation rate and giving it a composite score of just 17.5. |
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| 6 |
iterable.com
|
12% | 0% | Google AI Mode |
| 7 |
useinsider.com
|
12% | 0% | Google AI Mode |
| 8 |
bloomreach.com
|
0% | 25% | Google AI Mode |
| 9 |
airship.com
|
0% | 12% | Google AI Mode |
| 10 |
netcorecloud.com
|
0% | 12% | Google AI Mode |
| 11 |
clevertap.com
|
0% | 12% | 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 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 app engagement 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 app engagement platforms AI visibility
Who leads AI visibility in the mobile app engagement platforms category?
Braze and CleverTap are joint leaders, both at 75% visibility and a composite score of 56.2. CleverTap reached that position after rising 18 ranks in a single audit cycle.
Which brand has the highest citation rate in this category despite low visibility?
Pushwoosh holds an 87.5% citation rate, the highest in the dataset, while registering 0% visibility, meaning AI cites its domain as a source without naming it as a recommended tool.
What sources does AI cite most for mobile app engagement platform research?
The top cited source is businessofapps.com, followed by pushwoosh.com and moengage.com, with smaller review and listicle domains such as sortment.com and yodelmobile.com also appearing in the top cited sources list.
Which engine drives AI visibility for this category?
Google AI Mode is the top engine for every brand in the audit without exception, making it the sole engine generating measurable visibility and citation data across the category.
Which brand has seen the biggest decline in visibility in this category?
Airship dropped from rank 3 to rank 9, losing 37.5 visibility points to reach 0% current visibility, making it the only recorded faller in the dataset.
How does the average visibility in this category compare to the top-ranked brands?
The category average visibility is 12.5%, while Braze and CleverTap both sit at 75%, meaning the top two brands are exactly six times more visible than the average across all 20 brands.