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SEOSEOPaid AcquisitionPaid acquisitionProgrammaticWebsite MonetizationProgrammaticApp UAApp MonetizationWebsite monetizationKeyword ResearchSearch IntentApp acquisitionROASCPAApp monetizationCPCLTVAffiliateeCPMRPMRetail MediaAttributionConversion TrackingCreative IntelMMPHeader BiddingDSPSSPRTBAd ViewabilityFill RateASOSKAdNetworkARPDAURewarded VideoAd MediationAffiliateCreative TestingA/B TestingRetargetingLookalike AudiencesCampaign OptimizationBrand SafetySupply Path

Best tools

Best Mobile Measurement Partners (MMPs) for App Attribution

Once an app buys installs from more than one network, an independent referee has to decide which channel earned each install, or every network will claim it. That referee is the mobile measurement partner. The market has a clear leader, a strong challenger, and several specialists whose fit depends on your stack, scale, and how much of the analytics workload you want the MMP to carry.

How we picked

  • Reliable attribution across the major ad networks and self-attributing platforms
  • Credible SKAdNetwork and privacy-era measurement tooling
  • Fraud protection that operates before money is wasted
  • Pricing models with a viable path for the team size in question

Our picks

1.

AppsFlyer

Best overall

AppsFlyer has the largest integration ecosystem, the deepest SKAdNetwork tooling, and structural independence from media sellers. It is the default recommendation for apps diversifying channels, with a free tier that removes the entry barrier and a price curve that demands clean event governance at scale.

AppsFlyer is a measurement, analytics, deep linking, and data collaboration platform built for mobile-first marketing teams. It attributes installs and downstream events across paid and owned channels, supports privacy-preserving measurement frameworks, connects campaign data to business outcomes, and offers fraud prevention through Protect360 plus audience, clean-room, and cross-platform capabilities. It suits app businesses that need an independent measurement layer across many media partners and can invest in disciplined SDK implementation, event governance, consent, and data validation.

View tool details: AppsFlyer
2.

Adjust

Best for gaming and automation

Adjust matches the leader on attribution quality and often beats it on dashboards, automation rules, and commercial terms, which is why gaming studios favor it. The consideration to weigh is ownership: it belongs to AppLovin, a major network you may also be measuring.

Adjust is a mobile measurement and analytics platform owned by AppLovin for app marketers and growth teams. It provides campaign attribution, cost and revenue analysis, fraud prevention, deep linking, audience workflows, incrementality tools, and privacy-focused measurement across mobile and connected environments, with integrations to major advertising and data partners. It fits organizations that need centralized acquisition reporting and optimization signals, especially when teams can maintain accurate event schemas, partner mappings, consent controls, and reconciliation against internal revenue data.

View tool details: Adjust
3.

Singular

Best attribution-analytics combination

Singular pairs attribution with genuinely strong cost aggregation and marketing analytics, pulling spend from every channel into one normalized reporting layer. Teams that would otherwise export MMP data into spreadsheets to reconcile cost and revenue get that workflow built in.

Singular is a marketing analytics and attribution platform built for mobile app growth teams. It unifies campaign cost, creative, conversion, revenue, and attribution data from many partners, supports fraud prevention, deep linking, privacy-era measurement, return-on-spend analysis, automated data pipelines, and reporting across paid channels and platforms. It fits organizations that need both mobile measurement and normalized spend data in one system, particularly when finance and growth teams require campaign-level profitability views and can maintain consistent partner, event, and revenue mappings.

View tool details: Singular
4.

Kochava

Best for enterprise flexibility

Kochava offers configurable attribution logic, strong data licensing terms, and coverage that extends to connected TV and over-the-top platforms. Enterprises with unusual measurement requirements or strict data ownership demands find flexibility here that packaged competitors resist.

Kochava is an independent mobile measurement and marketing analytics company offering attribution, deep linking, audience, fraud, identity, and data-management products. Its Marketers Operating System connects campaign interactions with installs and downstream outcomes across apps, websites, connected television, and other supported environments, while Free App Analytics and enterprise services serve different team sizes. It suits advertisers that value flexible data access and an independent measurement provider, especially when complex partner integrations, privacy controls, and custom reporting are more important than a simplified default workflow.

View tool details: Kochava
5.

Branch

Best for deep linking first

Branch built the category's best deep linking infrastructure and attaches attribution to it. Apps whose growth runs through web-to-app journeys, referral links, and cross-platform handoffs get the strongest linking stack, with attribution that covers standard UA needs.

Branch is a mobile linking and measurement platform for connecting user journeys across apps, websites, QR codes, email, paid media, and owned channels. Its products create and manage deep links, deferred deep links, smart banners, and routing experiences while attributing conversions, analyzing cross-channel performance, preventing link fragmentation, and integrating with advertising and analytics partners. It is best for organizations with complex web-to-app or cross-platform journeys that need reliable destination handling and measurement from the same infrastructure.

View tool details: Branch
6.

Tenjin

Best budget option for indie developers

Tenjin serves small and indie game studios with straightforward attribution, aggregated cost reporting, and pricing dramatically friendlier than enterprise MMPs, including a usable free tier. Teams outgrow it eventually, but as the first MMP for a small portfolio it is the pragmatic pick.

Tenjin is a mobile measurement and marketing analytics platform focused on games and growing app businesses. It combines install attribution, campaign cost aggregation, return-on-spend reporting, user-level and aggregated privacy measurement, ad revenue attribution, data warehousing exports, and integrations with advertising and monetization partners. It is particularly useful for small and midsize teams that need practical acquisition and monetization analysis without a large enterprise implementation, while still requiring careful SDK setup, event mapping, privacy configuration, and revenue reconciliation.

View tool details: Tenjin

Frequently asked questions

Do I need an MMP if I only run Apple Ads or Google App Campaigns?

Strictly, no: single-channel advertisers can rely on the platform's own reporting plus store analytics. The MMP becomes necessary the moment a second paid channel enters, because self-attributing networks will each claim installs under their own rules and the totals will exceed reality. Given that AppsFlyer, Adjust, and Tenjin all offer free tiers, most teams integrate one before the second channel launches rather than after.

How do MMPs handle iOS attribution now?

Through a combination of SKAdNetwork and AdAttributionKit postbacks, consent-based deterministic matching where users allow tracking, and modeled or probabilistic methods within Apple's rules. Practical implication: iOS numbers are aggregated, delayed, and partially modeled, while Android remains largely deterministic. Good MMPs manage conversion value schemas and modeling for you, but expecting iOS data to behave like Android data leads to bad decisions.

What does an MMP cost?

Pricing typically follows attributed conversions or installs. Free tiers at AppsFlyer, Adjust, and Tenjin comfortably cover small apps. Beyond that, expect costs that scale with UA volume, with fraud protection and advanced analytics often gated to higher tiers. For most teams the MMP bill lands around one to a few percent of UA spend, which is cheap insurance against misattributed budgets.