Growth Autopilot

Growth Autopilot works for all apps — but the more financial data Adapty can analyze, the more reliable the recommendations.

Growth Autopilot is an AI-powered growth tool for subscription apps. It builds a long-term plan to increase your revenue through A/B tests, informed by market data from over 20 thousand apps tracked by Adapty.

How Autopilot Works

The Growth Autopilot: How it works article explains how Adapty generates its recommendations.

  • Autopilot analyzes your paywall’s content and design, highlights things that work, and detects opportunities for conversion improvement.
    • Recommendations compare your design to patterns from top-performing apps in your category.
    • The analysis focuses only on subscription products. Consumable in-app purchases are not included.
  • Across your top markets, Autopilot recommends per-country price adjustments and compares your conversion to similar apps.
    • Conversion benchmarks draw on anonymized data across the 20,000-app Adapty network.
    • Pricing recommendations draw on the Adapty Pricing Index, a country-level benchmark of what subscribers actually pay.
  • After the analysis is complete, Autopilot presents an actionable growth plan. Each hypothesis is an A/B test to try out a new approach. Based on our estimates, running these tests could increase your revenue by up to 80%.

Run the analysis

  1. Open the Growth Autopilot page and click the Get Growth plan button.

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  2. Select a Placement and Paywall. Confirm that the products displayed are correct. Upload a screenshot and click Confirm & Analyze.

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  3. Adapty analyzes your paywall’s design, content, and revenue metrics. Review the report to find out what’s working and what needs improvement.

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  4. Select up to 5 competitors for an in-depth comparison. Click Generate report.

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  5. Read the market insights report. It compares your paywall’s performance against competitors and country-specific market benchmarks. You can switch between different countries to change the context of the analysis.

    • Geographic revenue distribution

    • Competitor pricing (country-specific)

    • Conversion funnel benchmarks (country-specific, market average)

    • Revenue distribution by subscription duration (country-specific, market average)

    • Activation ARPU (country-specific, market average)

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Manage and execute your growth plan

  1. Open the growth plan and review Adapty’s data-driven hypotheses. Each is an A/B test that targets a single pricing or design change. Add your own hypotheses to expand the plan.

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  2. Run the tests one by one. Create new products, duplicate your paywall with the suggested changes, and launch the A/B test. The winner setup will participate in the next test.

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  3. To keep your growth plan relevant, regularly update the analysis. As market conditions change, suggestions may become outdated.