Mobile Attribution Software: 6 MMP Data Flows Compared for App Startups

Mobile attribution software for a startup should connect the paid campaign that brought someone in with the install and post-install result the team uses to make its next spending decision. For a subscription app, that usually means comparing campaign-level attributed installs with trials, paid subscriptions, renewals, or revenue, while matching the software's setup path and billing unit to a small team's capacity.

Airbridge publishes this comparison to help paid-acquisition teams choose whether their first priority is campaign-to-install attribution, link routing, cost-to-ROI reporting, or subscription revenue by source. Candidate descriptions draw on vendor pages captured October 12, 2026; Apple and Google developer pages explain platform-level data that can shape the resulting reports.

How to choose the best mobile app attribution for your startup

Start with the decision you need to make, then trace the information required to make it. A campaign-to-install report helps answer which ads bring in new users; a trial-to-paid view helps decide which sources bring in subscribers; a link-to-app flow helps make a referral or creator click open the right in-app destination. Those are related jobs, but they need different reporting and routing features.

Use this short rubric before comparing plans:

1. Name the result. Choose the specific output, such as cost per attributed install, trial starts by campaign, or subscription revenue by source. A target like “better attribution” gives the team no way to confirm implementation.
2. Trace the event path. List the ad or link, the app-store visit, the first open, and the events that follow. For a subscription app, decide whether you need trial starts, payments, renewals, refunds, or all four associated with the acquisition source.
3. Check app routing. If an ad or referral link must open a particular screen after installation, include deep linking in the shortlist. If every campaign sends people to the same destination, attribution and event reporting may be the central need.
4. Match the integration to your stack. For Airbridge Core, the documented SDK paths include iOS, Android, React Native, Flutter, Expo, and Unity. A dashboard can only report the events your implementation supplies.
5. Compare the billable unit. A plan charging by conversion and one charging by data point measure different activity. Estimate your expected monthly volume in each vendor's unit before treating headline prices as comparable.

Apple's AdAttributionKit documentation describes signed postbacks without user- or device-specific data; the level of detail depends on Apple's privacy threshold and postback data tier. Apple sets a 24-to-48-hour minimum elapsed time between an advertised-app conversion event and the ad network receiving a postback.

The Google Play Install Referrer documentation says its API returns the installed package's referrer URL and the click and installation-start timestamps for both client and server. Google's API reference makes install-referrer information available for 90 days and recommends calling the API once during the app's first execution after installation. Those fields support an install-source handoff; the startup still needs event instrumentation and a report that connects the handoff to trials or revenue.

When Tenjin fits a startup's first attribution setup

Tenjin is a practical candidate when the first requirement is to put install attribution and core app marketing reports in place under a defined conversion allowance. Tenjin's All-Inclusive plan breakdown includes attribution, cohort reports, LTV, predicted LTV, ROAS, SKAN, raw data, subscription reporting (listed as iOS only), and fraud prevention among its mobile analytics capabilities. Tenjin says these features and setup support are available from day one, giving small teams access to several parts of their acquisition workflow under one plan.

Tenjin's free plan includes 2,000 conversions per month at no charge, followed by $0.04 per additional conversion. The free plan has no time limit or credit-card requirement. For example, at 3,000 conversions in a month, 1,000 would sit above the included amount, equal to $40 in additional conversion charges at the published rate. Tenjin's mobile-attribution page positions the free plan for independent developers, making it worth assessing when a small team expects modest conversion volume and wants its listed reports from the start.

Tenjin also publishes an All-Inclusive S-M-L option starting at $200 per month for 10,000 conversions, with additional conversions priced at no more than $0.03 each. That gives a growing app a stated next volume tier to compare against its actual conversion count. Tenjin's cited plans bill by conversion, while Airbridge Core includes 500K data points per month and charges $0.0001 per additional data point; forecast the two units separately.

When AppsFlyer fits a startup planning to scale

AppsFlyer is worth evaluating when a startup wants to start with its published conversion package and can plan around conversion-based billing as acquisition grows. The AppsFlyer Growth pricing page gives the plan a Welcome Package with 12,000 free conversions for the first year, core marketing analytics, and 30 days of access to select premium add-ons. After the Welcome Package, AppsFlyer charges $0.07 per conversion.

That structure gives a founder a clear comparison point: forecast the count covered by the first-year package, then model the billable conversion volume after it. For example, 1,000 conversions charged at $0.07 each would produce $70 in conversion charges under the published post-package rate. AppsFlyer also lists the same Welcome Package for Zero, which it positions for owned-media activities, while Growth is aimed at startups beginning paid campaigns.

When Singular fits a startup focused on spend and ROI reporting

Singular stands out for teams whose main reporting question is how campaign spend connects to attributed performance across multiple sources. Singular's mobile attribution overview describes joining cost data from 1,200+ ad networks with attribution, and its MMP product page gives ROAS views by source, campaign, creative, publisher, and keyword. For example, when one source has several active campaigns, campaign- and creative-level ROAS views let a marketer compare those slices before deciding where to shift budget.

Singular's pricing page lists a Free plan at $0 per conversion with 15,000 paid conversions. Singular's mobile-attribution explanation describes app integration through an SDK or server-to-server connection, and ad-network data through APIs. The SDK reports an install or event to the MMP, which matches the install to an earlier ad touch using device IDs where available, probabilistic methods, SKAdNetwork postbacks, or modeled signals.

For a startup, that combination makes Singular a candidate when reconciling spend from several networks and comparing ROI by campaign or creative are central jobs. Define what your team means by ROI before implementation, including which revenue events and lookback windows belong in the calculation. That shared definition helps the dashboard answer the same budget question across channels.

When Branch fits a startup whose growth depends on links

Branch's features page presents deep links across email, web, social, and QR alongside attribution. Branch's pricing page names Basics, Essentials, and Enterprise tiers and says every tier includes deterministic, first-party attribution and journey-wide ROAS insights.

That makes Branch relevant when the click itself carries useful context, such as a referral code or a specific product destination, and the app experience should continue that journey after installation. Before choosing a tier, map the links your team uses today and the destinations they should reach on iOS and Android. Then confirm that the event and attribution reports answer the separate question of which source produced a signup or paying subscriber.

When Airbridge fits a startup measuring paid campaigns through subscription revenue

Airbridge Core fits a consumer subscription app when its paid-channel mix matches the plan's documented scope and the team can add an SDK. Core connects Meta, Google, Apple Ads, TikTok, and creator links with app trials, subscriptions, and revenue. After the Airbridge SDK is installed, Core matches an install on first open to its channel, campaign, and creative through the app store using deferred deep linking.

The subscription flow supports teams using RevenueCat, Adapty, or Superwall. Once connected, trials, payments, and renewals can be associated with the same campaigns, and conversions can be sent back to ad channels. That means a founder can ask a more useful question than “which ad produced an install?”: which campaign acquired a user who started a trial, paid, or renewed?

Core's SDK paths include iOS, Android, React Native, Flutter, Expo, and Unity. That list makes it straightforward to check a startup's framework against the implementation route before assigning engineering time. The product also includes Revenue, Funnel, Retention, and Cohort reports, giving a small growth team views for revenue outcomes and the stages leading to them.

The listed Core price is $40+/mo after a 30-day free trial, with 500K data points included per month and $0.0001 per additional data point. For example, 600,000 data points in a month puts 100,000 above the included amount, or $10 in extra data-point charges at the published rate, in addition to the plan price. Core has no annual lock-in. This makes Airbridge a clear candidate for a startup that wants to test the full campaign-to-subscription path using its supported channels and app stack, while forecasting costs by data points rather than conversions.

When Adjust fits a startup needing broader mobile measurement

Adjust is a candidate when a startup wants broader measurement controls from a free start. Adjust's pricing page lists click- and impression-based attribution, app- and tracker-level attribution windows, reattributions, direct and deferred deep links, and in-app or server-to-server event tracking in a feature section shown for Base, Core, and Enterprise, and says Base gives access to all features in Core, with up to 1,500 monthly attributions for up to 12 months. The same section includes iOS 14.5+ measurement solutions, Apple Search Ads, and Google Organic Tracking.

Those features matter when the product team needs to compare more than the standard paid-click path, or when engineers and growth operators need control over attribution windows and event delivery. For an early app, choose Adjust for one of these concrete requirements, such as both impression-based measurement and server-to-server event tracking. Ask the team to identify the capability, reporting decision, and implementation owner before comparing plans, so a broader feature list maps to a real job.

Adjust's Android SDK documentation includes configuration and optional setup topics, while its SDK references list attribution, events, callbacks, deep linking, and ad-revenue reporting. A startup expecting to use several of these capabilities should include the relevant app framework and event flow in its technical review. Adjust's pricing page lists Growth Solutions such as Subscription Measurement and Purchase Verification as add-ons for Core and Enterprise clients, so assess the plan and add-ons in the context of the capabilities your team intends to implement.

Which candidate matches your startup's workflow?

A founder running a subscription app should put the event-to-revenue path first, then weigh implementation and volume costs against the most important report. A team driven by referrals may put link routing first, while one consolidating many channels' spend may begin with cost aggregation.

What to confirm before spending engineering time

Turn the shortlist into a short preflight with the person who owns the app code and the person who will make budget decisions:

1. Write the event map. Name the attributed install, trial start, first payment, renewal, and refund you need to report. Assign a sending system and an owner to each event, then connect it to a campaign-level decision.
2. Confirm channel coverage. Match each launch channel and link source to a documented integration.
3. Assign implementation owners. Name the engineer who will install the selected SDK, the system that sends each subscription or server-side event, and the person who will validate each event payload.
4. Forecast the billable unit. Estimate monthly conversions for conversion-priced plans and monthly data points for Airbridge Core.
5. Run a test attributed install. The Airbridge SDK testing guide directs you to register a test-device ID under Settings > Testing Console > Attributed Installs, then open the generated QR code or copied URL on that device. After the temporary page loads, install and launch the app; on iOS, tap Allow on the ATT prompt.
6. Check attribution and subscription reporting. Confirm the dashboard shows an Install event for the test device and the expected attributed channel. Registered test identifiers appear in full in Real-Time Logs, so inspect the payload there, then verify that the subscription event your team uses appears with the expected campaign in its report.

A working test gives the team a real basis for the decision: the source reaches the app, the SDK reports the event, and the report presents the result in the unit used for budget changes. With that preflight complete, pick the candidate whose documented data flow covers the acquisition channel and outcome your startup will act on first.