Mobile Attribution Platforms: Adjust, AppsFlyer, Singular, Branch, Kochava, Tenjin

⬅️ Marketing & SEO Overview

If you run paid acquisition for a mobile app in 2026, you need a mobile measurement partner (MMP) to answer: which campaign installed which user, what did that user do after install, and what did they spend? Web analytics tools can't do this. App stores attribute their own ads but not third-party. Self-reporting networks (Google, Meta, TikTok) each report their own clicks, double-counting installs and inflating ROI. The MMP sits in the middle as the neutral truth: deduplicates clicks, attributes installs to the last-touch (or multi-touch) network, tracks post-install events (signup, subscribe, purchase), and reports cohort LTV. Without one, paid mobile UA is guesswork. With one, you can scale spend with confidence. This guide compares the major MMPs for B2C mobile and prosumer-mobile apps in 2026.

TL;DR Decision Matrix

The first decision: do you actually need an MMP, or can you survive on first-party events + ASA + Play Install Referrer? If your only paid channel is Apple Search Ads + Google Ads (UAC), and you're under ~$10K/mo spend, you might. The moment you add Meta, TikTok, applovin, Unity, ironSource, Liftoff, Mintegral, or any other ad network, you need an MMP — full stop. The networks won't dedupe each other; only an MMP will.

Decide What You Need First

Mobile attribution looks like one product but bundles five distinct capabilities. The right tool depends on which you actually need.

Cross-network attribution (the core 80% case)

You buy installs from Meta + TikTok + Google + Apple Search Ads + 2-3 ad networks. You need a single source of truth for: this install came from this campaign, with this creative, in this country. Without dedup, every network claims the same install and your blended CAC math breaks.

Right tools:

• AppsFlyer — biggest network coverage; default
• Adjust — peer of AppsFlyer; equally capable; often cheaper at scale
• Singular — strong if you want spend reconciliation built in
• Branch — solid; lighter at the high end
• Kochava — privacy-leaning alternative

Deep linking + deferred deep linking

You want a "click on a web link → install app → land on the right in-app screen" flow. Or share-to-friend → friend installs → both get credit. Or restore-state-on-reinstall.

Right tools:

• Branch — best-in-class deep linking; this is their original product
• AppsFlyer OneLink — solid; good if you're already on AppsFlyer
• Adjust — supports it; less polished
• Firebase Dynamic Links — sunset 2025; do not use

Spend reconciliation + ROAS

You want to pull spend from every ad network into one place, attribute revenue, and compute ROAS / payback period per channel without exporting CSVs from 8 dashboards.

Right tools:

• Singular — this is their core differentiator
• AppsFlyer — supports spend ingestion; less polished
• Adjust — supports; competent
• Custom data warehouse + Funnel.io / Supermetrics — DIY route

iOS post-ATT (SKAdNetwork / AdAttributionKit) attribution

After App Tracking Transparency (ATT), most iOS users opt out of IDFA-based tracking. You need a tool that handles SKAdNetwork (and now AdAttributionKit) postbacks: aggregated, anonymized, conversion-value-encoded attribution.

Right tools:

• AppsFlyer SK360 — comprehensive SKAN/AdAttributionKit suite
• Adjust — strong SKAN tooling
• Singular — strong SKAN reporting
• Branch — capable
• Kochava — privacy-strong

Indie / hobby budget

You have an indie app, low spend (<$5K/mo), and can't justify a $1K+/mo MMP.

Right tools:

• Tenjin — free for low volume; gaming-friendly
• Branch free tier — 10K MAU free
• AppsFlyer Free — 12K conversions/yr free
• DIY — Apple Search Ads attribution + Play Install Referrer + first-party events

Provider Deep-Dives

AppsFlyer

The market leader. AppsFlyer is to mobile attribution what Google Analytics is to web — the default, the safest pick, the one with the biggest network catalog (10,000+ ad networks pre-integrated). If you're spending serious paid UA dollars in 2026, you almost certainly already have AppsFlyer or are evaluating it.

Strengths:

• Biggest network catalog. Every ad network you might want already has a preconfigured AppsFlyer integration.
• SK360 (their SKAdNetwork + AdAttributionKit suite) is the most comprehensive on the market. Conversion value mapping, cohort-based ROAS estimation, predictive LTV.
• Deep linking via OneLink — competitive with Branch for most cases.
• Audiences product — build cohort audiences from MMP data, push to ad networks for retargeting/lookalikes.
• Dashboarding is comprehensive; data quality is reliable.
• Privacy controls are mature (consent management, Privacy Cloud for unified privacy compliance across regions).
• Customer service is genuinely good at the enterprise tier.

Weaknesses:

• Pricing escalates fast. Start at "free" (12K conversions/yr) but beyond that, custom contracts that often run $2K-30K+/mo for serious spend.
• The dashboard has gotten complex over the years. Onboarding takes a week to learn what reports actually mean.
• Some features are bolt-ons that cost extra (Audiences, deep linking analytics, certain integrations).

Pricing: Zero plan free for 12K conversions/year. After that, custom. Plan to pay $0.05-0.10 per attribution event at scale, plus base fees and feature bundles. Most teams spending >$50K/mo on UA pay $5K-20K/mo to AppsFlyer.

Best for: Serious paid UA at scale; biggest network coverage; enterprise teams; iOS-heavy with SKAN/AAK requirements; teams who want one MMP to "just work" without DIY.

Adjust

The European peer to AppsFlyer. Adjust (Berlin, acquired by AppLovin in 2021 but operating independently) competes head-to-head on attribution quality and often wins on engineering rigor, privacy positioning, and SDK quality. Many performance-marketing-led teams prefer Adjust for that reason.

Strengths:

• SDK quality is excellent. Lightweight, reliable, low crash rates.
• Privacy positioning is strong. GDPR-native; transparent data handling. Often the choice for EU-headquartered apps.
• Fraud prevention (Adjust Fraud Prevention Suite) is industry-leading. Click flooding, install farms, SDK spoofing — Adjust catches more.
• Audience Builder for retargeting / lookalikes.
• Datascape (their analytics layer) is clean and fast.
• Pulse for real-time cohort + ROAS reporting.
• Competitive on SKAN/AdAttributionKit support.

Weaknesses:

• Network catalog is large but slightly behind AppsFlyer's.
• Pricing is custom; not transparent. Often comparable to AppsFlyer.
• The dashboard, while clean, has fewer pre-built reports than AppsFlyer for niche use cases.
• AppLovin ownership concerns some teams (perceived conflict of interest), though Adjust operates independently.

Pricing: Custom. No free tier. Comparable to AppsFlyer at most spend levels.

Best for: Performance-marketing-led teams; EU-based apps; teams that prioritize SDK quality and fraud prevention; AppsFlyer-priced alternatives; gaming and crypto where fraud is a real problem.

Singular

The "spend + attribution unified" play. Singular's differentiator is pulling cost data from every ad network alongside attribution data, so you get true ROAS without spreadsheet acrobatics.

Strengths:

• Spend reconciliation is the strongest in the category. Pulls cost data from every major network automatically.
• Creative-level analytics — see ROAS by creative, not just campaign.
• ETL-quality data exports. Many teams use Singular as the source-of-truth piped to a warehouse.
• Privacy-strong; ATT/SKAN-aware.
• Marketing data hub positioning — not "just" an MMP.

Weaknesses:

• Less mass-market than AppsFlyer/Adjust. Smaller customer base.
• Pricing is custom and can be expensive.
• SDK is competent but not best-in-class for SDK-strict apps.
• Network catalog is smaller than AppsFlyer.

Pricing: Custom. Expect MMP-tier pricing ($1K-20K+/mo).

Best for: Teams where spend reconciliation matters as much as install attribution; data-driven marketing teams that want creative-level ROAS; teams piping MMP data to a warehouse.

Branch

Started as deep linking, expanded to attribution. Branch is the best deep-linking platform on the market — the "click a link, install app, deep-link to the right screen, with attribution" flow is what they built first. Their attribution offering is competent and notably has a generous free tier.

Strengths:

• Best-in-class deep linking. Universal Links + App Links + deferred deep links + content sharing. If deep linking is your core need, Branch is the answer.
• Free tier is real. 10K monthly active users free; useful for pre-PMF apps.
• SDK is solid; well-documented.
• Predictive analytics + Journeys (web-to-app smart banners) for conversion lift.
• Strong on web-to-app flows (because deep linking is their DNA).
• Privacy-aware; ATT/SKAN supported.

Weaknesses:

• At enterprise scale, AppsFlyer/Adjust are stronger on attribution depth.
• Spend reconciliation is weaker than Singular.
• Network catalog is smaller.
• Pricing scales steeply once you exceed the free tier into mid-market.

Pricing: Free (up to 10K MAU). Pro plans typically $1.5K-5K/mo for SMB; enterprise custom.

Best for: Apps where deep linking is critical (sharing, content, B2B-mobile); pre-PMF apps that want a free MMP; web-to-app conversion focus; modern indie/SMB apps.

Kochava

The privacy-and-platform-strong MMP. Kochava is one of the older MMPs (founded 2011) and has built a reputation for privacy compliance and unified data platform thinking.

Strengths:

• Strong on privacy and compliance (Kochava Collective for ID resolution; consent-aware).
• Robust SKAN/AdAttributionKit support.
• Connected TV (CTV) attribution is a differentiator — measures TV ad → app install.
• Free tier (Kochava Free App Analytics) is real for low-volume apps.
• Good fraud prevention.

Weaknesses:

• Less brand-name recognition than AppsFlyer/Adjust in 2026.
• Network catalog smaller than AppsFlyer.
• UI has not been refreshed as aggressively as competitors.
• Some 2022-era controversy around data sales (since resolved/restructured) lingers in some teams' mental model.

Pricing: Free Kochava Free App Analytics for low volume. Paid plans custom.

Best for: Privacy-heavy regulated industries; CTV attribution needs; price-conscious enterprise; teams already on Kochava infrastructure.

Tenjin

The indie-friendly MMP, especially for mobile games. Tenjin's pitch: free attribution for indie developers, plus cohort analytics, ad-network mediation insights, and creative-level reporting.

Strengths:

• Free for low-volume apps. This is the major selling point.
• Designed for mobile games, so understands ad-network economics, ad-mediation, IAA/IAP hybrid models.
• Cohort analytics built in.
• Lightweight SDK.
• Creative-level performance.

Weaknesses:

• Smaller team, less feature breadth than tier-1 MMPs.
• Network catalog smaller.
• Less robust SKAN support than AppsFlyer.
• Not the right pick at $50K+/mo UA spend.

Pricing: Free for limited volumes; paid plans for serious volume; cheaper than tier-1 MMPs.

Best for: Indie mobile games; hobby/side-project apps; pre-PMF games doing $1K-10K/mo paid UA.

What MMPs Won't Do

Useful to be clear-eyed: an MMP is a high-leverage tool but has hard limits.

• An MMP won't solve attribution on iOS post-ATT alone. The IDFA opt-out rate is 70-90% in most apps. SKAN/AAK fills part of the gap but with delayed, aggregated, less granular data. No MMP makes this go away — they can only deliver the cleanest possible data within Apple's privacy constraints.
• An MMP doesn't generate creative. It tells you which creative converts. You still have to make the next batch.
• An MMP doesn't optimize bidding. That's the ad network's job (Meta Andromeda, Google smart bidding, TikTok Smart+). The MMP feeds them events; they optimize.
• An MMP doesn't fix bad onboarding. If your day-1 retention is 5%, the best MMP in the world will accurately attribute installs that all churn.
• An MMP doesn't predict LTV from install. It can model cohort LTV from observed events. If you want install-time pLTV, that's a separate ML problem (often built on top of MMP data in a warehouse).
• An MMP doesn't replace a data warehouse. For real cross-channel BI (web + app + product + finance), you still need a warehouse + BI tool. The MMP is a high-quality input, not the destination.
• An MMP doesn't capture every channel. Some channels (TV, podcasts, OOH, brand) attribute poorly to app installs. Mix that with media-mix modeling, not last-touch.
• An MMP doesn't fix bad in-app event design. If your purchase event fires inconsistently, every downstream ROAS report is wrong.

Pragmatic Stack Patterns

The right MMP stack depends on app type and stage. Common patterns in 2026:

Indie / pre-PMF mobile app (<$5K/mo UA)

Branch (free tier, up to 10K MAU)  OR  Tenjin (free)
+ Apple Search Ads attribution (free, iOS organic + paid)
+ Google Play Install Referrer (free, Android organic)
+ first-party event tracking (Mixpanel/Amplitude/PostHog)

Rationale: don't pay for an MMP until you're spending real money on paid UA. Use a free tier or DIY.

Mid-market consumer app ($5K-50K/mo UA)

Branch Pro  OR  AppsFlyer Zero/Growth tier
+ first-party event tracking (Amplitude/Mixpanel)
+ a real product analytics tool
+ Singular OR Funnel.io for spend reconciliation if multiple ad channels

Rationale: at this stage, MMP is mandatory. Branch is good if deep linking matters; AppsFlyer if not. Add spend reconciliation only if you have 4+ ad networks.

Performance-marketing-driven mobile app ($50K-500K/mo UA)

AppsFlyer  OR  Adjust (pick based on team preference + EU posture)
+ AppsFlyer Audiences / Adjust Audience Builder for retargeting
+ Singular (parallel) for spend reconciliation if budget allows
+ Amplitude / Mixpanel for product analytics
+ data warehouse (BigQuery/Snowflake) with raw event exports
+ MMM tool (Lifesight / Recast / DIY) for unattributable channels

Rationale: at this scale, attribution quality directly affects scaling decisions. Don't cut corners. Run AppsFlyer + Adjust in parallel for 90 days when migrating to validate.

Mobile gaming studio

AppsFlyer  OR  Adjust  (industry-standard for gaming UA)
+ ad-mediation analytics (LevelPlay / Max / AdMob)
+ Tenjin (parallel, for indie titles in portfolio)
+ data warehouse + DIY pLTV model
+ MMM (mobile gaming-specific consultancy)

Rationale: gaming has unique mechanics — ad LTV (IAA + IAP), high install volumes, fraud-heavy networks. AppsFlyer/Adjust + ad-network analytics is the standard.

Enterprise consumer app (>$500K/mo UA)

AppsFlyer (enterprise tier with SK360)
+ Adjust (parallel for validation)
+ Singular for spend reconciliation
+ Audiences product activated
+ in-house attribution data engineering team
+ MMM (Lifesight / Recast / Nielsen / OWN)
+ data warehouse + custom pLTV
+ Privacy Cloud for compliance

Rationale: enterprise is multi-MMP for redundancy + validation. Privacy compliance matters. MMM bridges what MMP can't measure.

Decision Framework

Use this five-question framework:

1. What's your monthly paid UA spend?

• <$5K/mo: Free tier (Branch / Tenjin / AppsFlyer Free) + DIY. Don't pay for an MMP yet.
• $5K-50K/mo: Branch Pro or AppsFlyer Growth-tier. MMP is mandatory at this scale.
• $50K-500K/mo: AppsFlyer or Adjust. Pick based on team preference; both deliver.
• >$500K/mo: AppsFlyer + Adjust (or AppsFlyer + Singular). Multi-MMP for validation + spend.

2. How important is deep linking?

• Critical (sharing, web-to-app, content distribution): Branch.
• Useful but not core: AppsFlyer OneLink or Adjust. Both work.
• Don't need it: Skip the deep-link evaluation; pick on attribution merits.

3. How important is spend reconciliation?

• Critical (data-driven marketing org, multiple ad networks): Singular as primary, or AppsFlyer + Funnel.io.
• Useful: AppsFlyer or Adjust handles this competently.
• Not yet: Can defer; add later via warehouse.

4. iOS-heavy or Android-heavy?

• iOS-heavy (SKAN/AdAttributionKit critical): AppsFlyer SK360 or Adjust. Both lead on this.
• Android-heavy: Most MMPs are equivalent. Pick on other criteria.
• Cross-platform: AppsFlyer or Adjust.

5. What's your team profile?

• Performance-led, technical: Adjust (engineering quality) or Singular (data depth).
• Marketing-led, brand-aware: AppsFlyer (broad ecosystem, easier for non-technical users).
• Indie / solo: Branch free, Tenjin, or DIY.
• EU / privacy-strict: Adjust or Kochava.

Verdict

For 2026 mobile attribution:

• Default for serious mobile apps: AppsFlyer. Biggest network coverage, best SKAN/AAK support, mature feature set. The boring, correct pick.
• Performance-marketing-led EU teams: Adjust. Engineering rigor, privacy positioning, equally capable on attribution. Often cheaper at scale.
• Spend-reconciliation-first: Singular. Their differentiator is real and underrated.
• Deep linking-first OR pre-PMF / SMB: Branch. Free tier is genuine; deep linking is best-in-class.
• Indie games / hobby: Tenjin or Branch free tier. Don't overpay.
• Privacy-heavy regulated industries: Kochava or Adjust.
• No paid UA yet: Don't buy an MMP. Apple Search Ads + Google Play Install Referrer + first-party events. Add MMP when paid UA crosses $5K/mo.

The most common mistake in 2026: indie developers signing 12-month enterprise contracts with AppsFlyer or Adjust before they have meaningful paid UA. Walk before you run. Start with Branch or Tenjin free; upgrade only when you've outgrown them.

The second most common mistake: trusting any single ad network's self-reported attribution. Meta says they drove 1,000 installs, TikTok says they drove 800, the actual install count is 1,200. The MMP is the only neutral source. Without one, your CAC math is fiction.

The third mistake: ignoring iOS post-ATT. SKAN/AAK is messy, delayed, aggregated — but it's the only iOS attribution Apple permits at scale. Pick an MMP that takes it seriously (AppsFlyer SK360, Adjust, Singular).

See Also

• App Store Optimization (ASO) Tools — sister discipline; organic mobile growth
• Web Analytics Providers — web-side attribution (different problem)
• Customer Data Platforms — unified customer profile across web + app
• Email Marketing Providers — channel that pairs with mobile lifecycle
• SaaS Pricing Models — informs which events to track post-install
• Cookie Consent & Privacy Tools — consent layer that gates attribution
• Identity Verification & KYC Tools — adjacent identity question
• Affiliate Marketing Tools — partner-channel attribution (related)