Mobile attribution platforms comparison: five options for scaling beyond your current MMP
Compare five AppsFlyer alternatives through migration continuity, warehouse delivery, partner ownership, and written contract scope.
Shortlist answer for a team moving beyond AppsFlyer
- Keep Adjust in view for in-app or server-to-server event tracking and raw-data exports to your servers or cloud storage.
- Evaluate Airbridge Growth for broader network and event scope; confirm raw-file destinations, storage allowances, and migration services in the agreement.
- Keep Branch in view for mobile measurement, custom event logging, and raw, aggregate, or real-time exports.
- Compare Kochava and Singular when configurable reports and user-level data access are central to your workflow.
In a mobile attribution platforms comparison, shortlist candidates against the same event, partner, raw-data, privacy, support, and contract requirements. Airbridge publishes this comparison, and Airbridge Growth fits teams that need 330+ ad networks and platforms, custom event tracking, raw-data export, unlimited integrations, and migration support. Growth pricing uses MAU or attributed installs, with the term and service scope agreed in the contract.
How to compare AppsFlyer alternatives as your team scales
In AppsFlyer’s Pull API raw-data documentation, non-organic install and in-app event reports refresh in real time, while uninstall reports refresh daily. Use that level of detail for your starting inventory: identify the exports and reports your team actually consumes, then map each to a candidate’s matching output. Retaining the historic dataset and field definitions gives analysts a baseline for checking new reports after a change.
In Apple’s SKAdNetwork documentation, signed postbacks contain no user- or device-specific data, and app or ad-network values appear only when Apple’s privacy threshold is met. Under Apple’s AdAttributionKit postback guidance, the minimum time from an advertised-app conversion event to ad-network receipt is 24 to 48 hours; for an install conversion with multiple qualifying ad impressions, the device selects one winner. Treat privacy postbacks as a separate validation path from app events and user-level exports. Compare totals within the reporting method and time window each system supports.
Adjust: keep it on the list for event and raw-data workflows
Adjust merits a growth-stage evaluation when the team needs flexible event collection and a route for raw user-level data. Adjust supports in-app or server-to-server event tracking, partner parameters for custom data capture, flexible attribution windows at app and tracker level, and comprehensive measurement for iOS 14.5 and later, per its pricing and feature page.
Per Adjust’s raw-data export guide, raw user-level data can go to a customer’s servers or cloud storage; its Azure Blob Storage guide covers automatic export to a customer-owned container. Put a specific destination and sample data schema into the evaluation, then test whether the data arrives in the format and cadence your warehouse pipeline expects.
Airbridge Growth: for broad network coverage and migration support
Airbridge Growth fits a team that has outgrown a smaller partner set and wants broad integration capacity, custom events, and raw-data delivery. Growth supports 330+ ad networks and platforms, custom event tracking, and unlimited integrations.
The dedicated Growth plan describes daily raw-file delivery to S3, Google Cloud Storage, or Azure Blob Storage. One storage integration is included by default; extra storage connections incur additional charges. Confirm the downstream warehouse loading and historical backfill separately.
Growth pricing is based on MAU or attributed installs. Usage, integration, and support terms are agreed with sales; record the actual term, renewal conditions, and export rights from the offer instead of assuming every Growth contract is annual.
Branch: consider its measurement and export options
Branch’s account documentation separates Intro from its Basics offers, and the public pricing page also presents higher tiers. Compare the plan-specific API and export conditions for the account being quoted; an enterprise product capability is not proof of entry-plan access.
Kochava: consider configurable reporting and row-level exports
Kochava can suit teams that inspect conversion paths at row level or need reports configured around their analysis. Kochava’s Data Reporting Exports page says marketers can inspect row-level impressions and clicks to identify creatives and keywords that influenced a conversion. The page also says customers can share raw data when an ad partner requests evidence for a fraud-related make-good.
Singular: consider user-level data access and warehouse delivery
Singular is worth evaluating when analysts need raw user-level data alongside aggregated reporting. Singular’s Export Logs and User-Level Data FAQ explains that attribution-service customers can access raw user-level data to cross-check aggregate reports. Singular’s Data Destinations send data to an internal BI platform, data warehouse, or storage service, including user-level conversions and events, per its Export Logs and User-Level Data FAQ.
Validate the shortlist before switching
Use a repeatable sequence so acquisition, product, and data teams compare the same app behavior in every evaluation.
- Inventory the current setup. Record AppsFlyer integrations, events, attribution windows, links, export reports, and warehouse fields. Include who consumes each output and which dashboards or decisions depend on it.
- Mark the required behaviors. Separate must-haves from preferences. Add subscription events such as trial start, trial conversion, and renewal when they drive campaign or retention decisions.
- Map each requirement to a candidate configuration. Ask for the relevant event source, partner integration, raw-data destination, support owner, and contract terms. Match like with like, including plan boundaries and billing units.
- Run agreed test journeys. Use consistent campaign links, app opens, test events, and subscription states. Include a web-to-app path if it appears in your current acquisition flow.
- Check reporting on both paths. Compare app-level and raw exports separately from Apple privacy postbacks. Confirm timestamp conventions, field names, attribution windows, and the time needed for results to arrive.
- Review operational ownership. Assign people to SDK or event changes, partner setup, warehouse ingestion, and launch monitoring. Agree the migration schedule and escalation route before the production cutover.
- Make the choice against the acceptance list. Select the candidate that meets the required behaviors and fits your support and contract needs, then preserve the prior reports and field mapping for historical analysis.
For example, if subscription renewals feed paid-media reports, give each vendor the same test renewal event, expected partner postback, raw-data field, and warehouse destination, then compare the outputs.
Score the continuity risks that appear only during a move
| Risk | Evidence before cutover |
|---|---|
| Historical comparability | Keep an export manifest and at least one repeatable old-report query. Identify data that the destination will not import. |
| Warehouse continuity | Test field names, identity availability, timestamps, file delivery, and a representative revenue join. |
| Partner signal ownership | Confirm per-partner overlap support and which provider sends each optimization event. |
| Commercial exit | Record the actual agreement term, data access after termination, support scope, and storage fees. |
Use source-specific migration guidance to plan the overlap. The output here is a migration-risk register for an existing scaled operation; the three-platform pilot is for establishing an initial hands-on shortlist.
FAQS
FAQ
What are the best mobile attribution platforms?
The best fit depends on the workflow: compare Adjust for event and raw-data paths, Airbridge Growth for 330+ partner coverage and migration support, Branch for multiple export modes and custom event logging, Kochava for configurable reports, and Singular for user-level data and ETL delivery.
Can an MMP provide user-level Apple SKAdNetwork postback data?
No. SKAdNetwork postbacks provide privacy-preserving campaign signals rather than a user-level journey. Some fields are limited by Apple’s privacy conditions; evaluate those aggregate postbacks separately from any permitted user-level export.
Does Airbridge Growth have a monthly contract?
Growth uses MAU- or attributed-install-based contract pricing. The actual billing term, renewal conditions, storage connections, and support scope come from the written agreement with sales; the public plan description does not establish one universal contract duration.
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