Mobile app attribution tools: AI search visibility ranking (2026)
How AI search engines rank mobile app attribution tools 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 attribution tools used to measure install sources, in-app events, campaign performance, and paid growth across mobile channels. 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 asked about Mobile app attribution tools, AI engines consistently identify Adjust as the leader, with a notable 75.0% visibility rate. Other top brands in this category include AppsFlyer and Branch. Adjust's prominence in AI responses highlights its strong reputation and prevalent usage in the market.
The rankings derive from the frequency with which AI engines cite sources such as cometly.com, webtonic.io, and deepclick.com. These platforms often serve as aggregator and review sites, suggesting that Adjust's standing is supported by a range of industry evaluations and user testimonials, boosting its perceived credibility.
For buyers reviewing this page, it's crucial to consider that AI engines prioritize recent reviews, which often emphasize current performance and capabilities. Examining sources with third-party validations and topical authority provides insight into a brand's reliability and effectiveness in the specific subcategory of Mobile app attribution tools.
At a glance
What we observed in this category
Adjust and AppsFlyer share the top visibility score of 75.0%, far above the category average of 15.0%, which means the AI consistently surfaces these two brands while most competitors remain largely invisible. The composite score gap between rank 2 (AppsFlyer at 56.2) and rank 3 (Branch at 47.5) is meaningful, but the real cliff is between rank 3 and rank 4, where Singular drops to 26.2. Below rank 5, composite scores fall to single digits, confirming a heavily top-weighted landscape with little competitive spread across the remaining 15 brands.
A notable divergence exists between being named and being cited. Adjust leads on both visibility (75.0%) and citation (25.0%), but AppsFlyer matches its visibility score while its citation rate is only 12.5%. Singular and Firebase appear in AI responses at 37.5% and 25.0% respectively, yet both carry a 0.0% citation rate. Airbridge and Affise are cited at 12.5% each despite 0.0% visibility, suggesting the AI pulls their domain references from third-party content rather than treating them as primary answer subjects.
Every brand in the top 10 lists Google AI Mode as its top engine, with no exceptions, indicating the audit data reflects a single-engine picture. The top cited sources in this category are almost entirely third-party comparison and review sites, including businessofapps.com, adapty.io, and cometly.com, none of which are the brands themselves. This pattern suggests Google AI Mode anchors its answers on editorial aggregator content rather than vendor-owned domains when constructing citations in the mobile app attribution category.
Movers & shakers since last refresh
Biggest visibility risers
-
Adjust 25% → 75% · rank #2 → #1+50pp
-
AppsFlyer 25% → 75% · rank #1 → #2+50pp
-
Branch 12% → 62% · rank #3 → #3+50pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
adjust.com
|
75% | 25% | Google AI Mode |
Adjust leads all 20 brands with a composite score of 60.0 and the highest citation rate of 25.0%, doubling AppsFlyer's citation rate despite identical visibility scores. |
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| 2 |
appsflyer.com
|
75% | 12% | Google AI Mode |
AppsFlyer matches Adjust's 75.0% visibility but converts that presence into citations at only half the rate (12.5%), dropping it to a composite score of 56.2. |
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| 3 |
branch.io
|
62% | 12% | Google AI Mode |
Branch sits 12.5 visibility points below the top two at 62.5% and shares AppsFlyer's 12.5% citation rate, placing it clearly in a second tier with a composite score of 47.5. |
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| 4 |
singular.net
|
38% | 0% | Google AI Mode |
Singular's visibility of 37.5% is more than double the 15.0% category average, yet a 0.0% citation rate limits its composite score to just 26.2. |
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| 5 |
firebase.google.com
|
25% | 0% | Google AI Mode |
Firebase appears in AI responses at 25.0% visibility, exactly matching the category average, but records no citations, producing the lowest composite score (17.5) among the named top five. |
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| 6 |
tenjin.com
|
12% | 0% | Google AI Mode |
| 7 |
kochava.com
|
12% | 0% | Google AI Mode |
| 8 |
airbridge.io
|
0% | 12% | Google AI Mode |
| 9 |
affise.com
|
0% | 12% | Google AI Mode |
| 10 |
amplitude.com
|
0% | 0% | Google AI Mode |
| 11 |
mixpanel.com
|
0% | 0% | Google AI Mode |
| 12 |
adobe.com
|
0% | 0% | Google AI Mode |
| 13 |
clevertap.com
|
0% | 0% | Google AI Mode |
| 14 |
tune.com
|
0% | 0% | Google AI Mode |
| 15 |
everflow.io
|
0% | 0% | Google AI Mode |
| 16 |
impact.com
|
0% | 0% | Google AI Mode |
| 17 |
mparticle.com
|
0% | 0% | Google AI Mode |
| 18 |
useinsider.com
|
0% | 0% | Google AI Mode |
| 19 |
data.ai
|
0% | 0% | Google AI Mode |
| 20 |
devtodev.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on mobile app attribution 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. 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 attribution 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 attribution tools AI visibility
Who leads AI visibility in mobile app attribution tools?
Adjust and AppsFlyer are tied on visibility at 75.0%, well above the category average of 15.0%. Adjust holds the top composite score of 60.0 due to a higher citation rate of 25.0% versus AppsFlyer's 12.5%.
What sources does AI cite most for mobile app attribution research?
The top cited sources are third-party sites including cometly.com, businessofapps.com, and adapty.io. None of the vendor-owned domains appear in the top cited sources list, indicating the AI relies on editorial and aggregator content for citations.
Which brands appear in AI answers but are rarely or never cited?
Singular (37.5% visibility) and Firebase (25.0% visibility) both carry a 0.0% citation rate, meaning they are mentioned in AI responses but their domains are not being referenced as sources.
Are any brands cited despite having low or zero AI visibility?
Yes. Airbridge and Affise each have a 12.5% citation rate despite recording 0.0% visibility, suggesting they appear in cited third-party content rather than as direct subjects of AI-generated answers.
Which AI engine dominates this category?
Google AI Mode is listed as the top engine for every brand in the top 10, making it the sole engine reflected in this audit dataset for mobile app attribution tools.
How concentrated is AI visibility across the 20 brands in this category?
Visibility is heavily concentrated at the top. The three leading brands hold composite scores of 60.0, 56.2, and 47.5, while brands ranked 6 and below all score below 9.0, with 10 brands at 0.0 composite score.