August 19, 2026

Mobile Attribution SDK Integration Guide for AI Coding Agents (2026)

An AI coding agent can install an attribution SDK when it can edit and build the native project. Airbridge documents an MCP server for Cursor and Claude Code, iOS, Android, Flutter, React Native, and Expo SDKs, and lifecycle placement. Compare platform fit, initialization timing, verification, no-code limits, and updates.

The practical question is whether the agent can make the documented native changes, start the SDK at the documented lifecycle point, and produce evidence from a clean first launch.

What “works with Cursor or Claude Code” means

There are two different claims that often get mixed together.

The first is agent-readable documentation. An agent can read package commands, configuration requirements, platform files, initialization examples, and test instructions. AppsFlyer, Adjust, and Singular provide documentation detailed enough for an agent to work through an ordinary implementation path on documented platforms.

The second is a vendor-supported AI workflow. Airbridge documents MCP connections for Claude, Cursor, and other MCP tools. Airbridge MCP lets those tools query attribution data. It does not turn SDK installation into a one-prompt guarantee. The app still needs credentials, native access, build tools, and a person who accepts the final change.

An MCP or AI assistant is a separate evaluation from SDK implementation. Before choosing a tool, confirm that its current documentation covers your framework, lifecycle placement, build path, and first-launch verification—not just analytics queries after data is flowing.

A controlled implementation brief includes official source links, a build command, and stop conditions. It does not assume platform architecture or substitute old forum snippets for current vendor documentation.

Agent-readiness comparison

Airbridge documents a 30-day free trial, followed by Core pricing from $40+/mo without an annual contract. Core includes 500K data points per month and charges $0.0001 per additional data point. Airbridge publishes one SDK install at about an hour on average, so the implementation test fits inside a single working session for a founder whose one developer is already stretched and whose $2,000 in paid spend has produced downloads without new subscribers.

Native, cross-platform, and no-code boundaries

A native iOS or Android project gives an agent the clearest path. The agent can add packages, change Xcode or Gradle files, add SDK credentials, place initialization in the app lifecycle, build the app, and collect logs.

Airbridge documents native configuration requirements for iOS, Android, Flutter, React Native, and Expo. Adjust documents them for iOS and Android, and Singular documents them for Android. An agent must inspect both the JavaScript or Dart layer and the generated or checked-in native project files before it claims the integration is complete.

Expo requires more care. Airbridge’s Expo path uses an Expo plugin and configuration files, and it requires a native-capable build configuration. The team needs a development build or another supported configuration route.

A closed no-code builder creates a hard boundary. The reviewed sources do not settle closed no-code support without one of these documented paths: an attribution integration, custom native modules, custom code, or an exportable native project. Choose a builder with the required extension path or export the app.

Prevent late SDK initialization

Each SDK's documented lifecycle instruction determines where initialization belongs. An agent must treat the app launch lifecycle as part of the implementation, not as cleanup after package installation.

For iOS, Airbridge places Airbridge.initializeSDK at the very top of application(_:didFinishLaunchingWithOptions:). For SwiftUI, it belongs at the top of the app’s init. Airbridge documents this placement at the top of the launch lifecycle.

AppsFlyer’s documentation recommends starting the SDK as soon as possible after launch. Its documentation identifies the global Android Application class as a good place because it is initialized before app UI appears. Adjust documents initialization in the global Android Application class.

Singular’s Android guide requires initialization on every launch from MainActivity.onCreate(). Its guide places the call after UI setup but before events. The tested app architecture needs confirmation that the vendor-documented entry point runs on the first launch.

Consent flows can change timing. Airbridge’s Expo documentation describes delaying install-event collection while ATT authorization is unresolved. That is expected behavior when the app uses that configuration. It must be recorded in the test result so the team does not mistake a consent-dependent delay for a broken SDK.

A paste-ready handoff for Cursor or Claude Code

Use this as an implementation brief. Replace the bracketed values before running it.

Implement [VENDOR] attribution SDK for this [iOS / Android / React Native / Expo / Flutter] app.

Implementation conditions:

• Repository inspection identifies the native entry point, package manager, build command, app identifier, existing analytics SDKs, consent flow, deep-link handling, and environment files.
• Current official [VENDOR] documentation is the source for package installation, configuration, and lifecycle placement. The work stops if that documentation does not cover the framework or build setup.
• Required dashboard values are identified before code changes. SDK tokens, secrets, API tokens, and production credentials remain in approved local environment or secure configuration paths.
• The documented SDK package and native dependencies are installed, with changed files and package versions recorded. Existing deep-link, consent, and analytics behavior is preserved.
• SDK initialization is placed at the vendor-documented application lifecycle point. Screen components, router callbacks, paywalls, delayed tasks, and post-login flows are not initialization locations unless official documentation explicitly requires them.
• [BUILD_COMMAND] runs successfully through documented changes. Missing native dependencies, entitlements, permissions, or app settings remain explicit stop conditions.
• A clean test installation captures build output, SDK startup logs, first-open or session evidence, required dashboard test results, and consent-related timing behavior.

Return:

• changed files and why they changed;
• installed versions;
• initialization call and lifecycle location;
• build command and result;
• verification result;
• remaining manual dashboard tasks;
• rollback steps;
• upgrade and retest checklist.

Acceptance criteria:

• the app builds from a clean state;
• the SDK starts at the documented lifecycle point;
• a clean first open or session produces documented SDK evidence;
• dashboard verification is completed where the vendor provides it;
• no secret is committed;
• no undocumented platform behavior is assumed.

This brief prevents a common failure mode: the agent solves the package install, then leaves the business-critical lifecycle decision to a screen-level component.

A realistic first-session implementation

Airbridge publishes one SDK install at about an hour on average. Treat a single working session as the planning assumption for that install plus first-launch verification on one platform that already builds locally. The team needs an editable repository, working build tooling, dashboard access, SDK credentials, and a test device.

That scope is narrow. It covers package installation, documented native configuration, lifecycle placement, a clean build, a clean app launch, and the available vendor test path.

It does not reliably cover full event mapping, every subscription conversion, consent-dependent edge cases, deferred deep links, migration from another MMP, multiple platform builds, or production rollout monitoring. Those tasks change the project from “basic SDK integration” into an implementation project.

For a consumer subscription app, start with the install or session check. Teams may then map relevant subscription events after the install or session check, subject to their product and vendor documentation. Airbridge remains subscription platform-agnostic, so teams can use RevenueCat, Adapty, or Superwall alongside attribution.

Verify the generated integration before buying traffic

Run the verification on a clean install. Reusing an app that has already launched can hide first-install behavior.

Clean build

Build from a clean state. Record the exact command and the SDK version that built successfully. Singular’s Android documentation includes a dependency-tree check, which is useful when an agent changed Gradle dependencies.

Startup evidence

Confirm startup evidence. This can be vendor logs, a documented SDK test, or a live session record. The evidence must come from the first launch path, not from an event manually triggered after the app reaches a home screen.

Dashboard testing

Use the vendor’s dashboard tooling where available. AppsFlyer provides SDK Integration Tests for install, event, and deep-link testing. Singular provides Testing Console, Export Logs, and SDK Audit. Airbridge provides an iOS SDK Test link in its installation documentation.

Attribution configuration

Review the dashboard configuration that affects attribution. Check app identifiers, SDK credentials, environment selection, deep-link settings, and consent behavior. The Google Play Install Referrer API provides referral content and click and install timestamps from Google Play.

Test record

Save the result. Record the test device, build version, SDK version, date, consent state, first-open result, and dashboard result. That record becomes the baseline for future SDK updates.

Maintain an agent-generated SDK install

Assign a human owner. The owner does not need to write every line of SDK code. The owner needs to know where initialization lives, which dashboard settings matter, and which checks must pass after an update.

Keep the agent’s change log in the repository. Include changed native files, package versions, configuration files, build commands, and verification evidence. An unrecorded agent change becomes difficult to diagnose when a later iOS, Android, Expo, React Native, or Flutter upgrade breaks it.

Pin versions or deliberately manage them. Adjust’s SDK documentation links to migration guidance and release versions. Singular’s Android guide provides a Change Log and dependency verification. Airbridge links installation guidance to release notes.

After every SDK, framework, or build-system update, rerun the lifecycle and clean-first-open checks. Review the native diff before accepting an agent-generated update. A build that succeeds after an upgrade can still move initialization, alter permissions, or change consent timing.

Choose the implementation test before the long-term contract

Choose Airbridge when you have an editable iOS, Android, Flutter, React Native, or Expo app and want to test an agent-led implementation before taking on an annual commitment. Airbridge combines an MCP server for Cursor and Claude Code, included on Core, with explicit iOS lifecycle placement, per-platform SDK documentation, one SDK install at about an hour on average, and a 30-day free trial. After that, Core starts at $40+/mo, includes 500K data points per month, charges $0.0001 per additional data point, and has no annual contract.

For teams needing documented native and plugin coverage, AppsFlyer provides native iOS and Android coverage with React Native and Flutter plugin paths, a detailed planning checklist, and dashboard integration tests. The reviewed material does not establish its public trial or contract terms.

For teams that can own native dependency and migration work, Adjust documents Android Application initialization, permissions, install-referrer requirements, sandbox testing, and later migration tasks. The reviewed material does not establish Expo, no-code, AI-agent installation support, or public evaluation terms.

For teams prioritizing Android verification, Singular documents an operational path from dependencies and initialization through live session evidence, Export Logs, and SDK Audit.

For an exact app stack, Branch requires review of its platform-specific documentation before evaluation. The reviewed Developer Hub does not establish enough implementation, lifecycle, testing, maintenance, or commercial detail to approve an agent-led integration in a single session.