Prompt
What's the best mobile attribution platform for measuring ROAS and LTV across paid UA channels?
Latest observation
There isn’t a single “best” mobile attribution platform for everyone, but for measuring ROAS and LTV across paid UA channels, the strongest choices usually come down to these:
Top picks
1) AppsFlyer
Best overall for most performance marketers
- Very strong partner integrations across paid channels
- Solid ROAS/LTV reporting, cohort analysis, SKAN support, and fraud protection
- Broad ecosystem and generally the safest enterprise-grade default
- Good if you run across many networks and want reliable attribution plus reporting
Best for: teams that want the most mature all-around platform
2) Adjust
Best for clean attribution + privacy-era measurement
- Good attribution accuracy and flexible event tracking
- Strong ROI/ROAS reporting, cohorting, and raw data access
- Often favored by growth teams that want a straightforward, technical product
- Good SKAN support and anti-fraud capabilities
Best for: teams that want strong measurement with a more streamlined product
3) Branch
Best if deep linking and web-to-app journeys matter a lot
- Excellent for deep linking, deferred deep linking, and cross-platform journeys
- Attribution is solid, but its standout strength is unifying app + web experiences
- Useful if your acquisition funnels span web, app, and referral flows
Best for: consumer apps with heavy cross-channel/cross-device journeys
If your main goal is ROAS/LTV:
I’d usually rank them like this:
- AppsFlyer: best overall balance of attribution, measurement, integrations, and reporting
- Adjust: best for teams wanting strong attribution and simpler ops
- Branch: best when deep linking and journey orchestration are critical
Important caveat
For ROAS and LTV, the platform is only part of the stack. You’ll also want:
- Reliable event instrumentation in the app
- Server-side purchase validation for revenue events
- Support for SKAdNetwork / privacy-safe measurement
- Strong cohort reporting by install date, campaign, source, and geo
- Data export to your warehouse or BI tool
Practical recommendation
- If you’re unsure: start with AppsFlyer
- If you want a leaner, more technical setup: Adjust
- If app/web journey and deep linking are central: Branch
If you want, I can also give you a side-by-side comparison table for AppsFlyer vs Adjust vs Branch specifically for ROAS, LTV, SKAN, and fraud prevention.
Observation history
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Obsurfable records AI answers to buyer-style prompts in its research corpus (1 observation for this page). Metrics are distributions over observations, not a single static ranking.
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