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πŸ“Œ Release Notes for August, Week 4: Promotion UI Templates are now available! Building a paywall has never been easier! Learn more

October 2025

Β· 4 min read

v.2.0.0

Monetai just got smarter! This update brings powerful upgrades to our prediction model along with crucial campaign improvements. Let's dive into what's new.

βœ‰οΈ Send us your suggestions: support@monetai.io

βœ…Β What's new in October

  1. Campaign Confidence πŸ”₯: Make decisions with data, not just your gut.
  2. Monetai Prediction Model 2.0 πŸ”₯: Our prediction model is now even more sophisticated!
  3. Android SDK Update: Now supports Google Play Billing Library v8.

β‘  Campaign Confidence: Make decisions with data, not just your gut.​

Have you ever seen positive Campaign results but weren't sure if it was a true Monetai effect or just a coincidence? Now, with Campaign Confidence, you can make clear, data-driven judgments and decide on your next steps with certainty.

πŸ” What's Changed?

  • AS-IS: Even with good campaign results, it was difficult to determine if they were statistically significant or just chance. Decisions to expand traffic had to be based on a "gut feeling."
  • TO-BE: A new Campaign Confidence status is now displayed on your dashboard. This metric automatically analyzes factors like p-value, total users, and campaign duration to judge how reliable your performance data is.

πŸ“Š 3 levels of the Campaign Confidence:

It shows you how statistically reliable your campaign performance is in three stages.

  • Gathering data: Gathering data to ensure a reliable result.
  • Analyzing trends: There's a noticeable difference, but it may still be due to chance. Please wait for more data to be certain.
  • Reliable result: The current difference is highly unlikely to be a coincidence.

πŸ’‘ You can expand the toggle to see more details, including the p-value.

πŸš€ Make your next move based on confidence!

Once the status reaches 'Reliable', Monetai will determine the final campaign result based on the ARPU comparison.

  • 🟒 Effective: A significant lift in revenue has been confirmed. Consider rolling it out to more users.

  • πŸ”΄ Negative Impact: This campaign is having a negative impact. We suggest stopping it and finding a new approach in our docs.

  • 🟑 Inconclusive: The campaign's impact is not statistically significant. We suggest stopping it and finding a new approach in our docs.

  • Go to Campaign Confidence on Docs

Campaign Confidence

β‘‘ Monetai Prediction Model 2.0 : Our prediction model is now even more sophisticated!​

To optimize your revenue, Monetai's AI prediction model has been upgraded to v2.0. This update focuses on improving the accuracy of predicting 'full-price paying users' and measuring campaign performance (ARPU) more precisely.

πŸ” What's Changed? β€” Incorporating actual prediction timing

  • AS-IS: Previously, the model's training did not account for your configured prediction timing. This could lead to lower prediction accuracy in a live environment.
  • TO-BE: The free trial period is now formally included in the campaign data calculation. This allows for a more accurate reflection of the user's actual conversion-to-paid status and provides a more reliable ARPU.

πŸ” What's Changed? β€” Excluding pre-prediction purchases

  • AS-IS: Users who had already made a purchase before the predict() function was called were sometimes included in the campaign ARPU calculation, which could skew the data.
  • TO-BE: Users who purchase before the predict() function is called are now clearly excluded from the campaign calculation, allowing for a more accurate measurement of the campaign's true impact.

This Model 2.0 update is applied automatically with no setup required. All customers can now optimize revenue based on more sophisticated predictions and reliable data.

Model 2.0

β‘’ ### Android SDK Update: Now Supports Google Play Billing Library v8 (v2.0.0)​

To ensure a more stable payment environment and comply with Google's latest policies, the Monetai Android SDK has been updated to support Google Play's latest Billing Library v8.

  • Easy Migration: No app code changes are required when updating from SDK v1.x to v2.0.0. (Gradle handles the dependencies automatically.)
  • ⚠️ Important: If your app uses other payment-related libraries in addition to Monetai, please ensure that those libraries are also compatible with Billing Library v8.

For stable service operation, we highly recommend updating your Monetai Android SDK to the latest version (v2.0.0).

Android SDK update

We encourage you to try out the new updates and let us know what you think.
We are committed to constantly improving your experience. We look forward to your continued use and feedback!

βœ‰οΈ Send suggestions: support@monetai.io