---
title: "November updates: Live A/B test editing, pie charts, and more"
description: "New in Adapty in November: The A/B test editing flow reworked, pie charts are now available in analytics, and more options for Paywall Builder."
url: "https://adapty.io/blog/adapty-november-2023-updates/"
language: "en"
slug: "adapty-november-2023-updates"
category: "adapty-updates"
date: "2023-12-12T00:00:00.000Z"
date_modified: "2023-12-12T00:00:00.000Z"
author: "Sergey Zubkov"
---

# November updates: Live A/B test editing, pie charts, and more

## TL;DR

November brought a few minor yet useful updates and improvements for Adapty that should make the process of working with paywalls and A/B testing much more pleasant and effective.

With every iteration of our product, we try to make it more convenient and easier to navigate. November brought a few minor yet useful updates and improvements that should make the process of working with paywalls and A/B testing much more pleasant and effective.

## Upcoming January deprecation

Before we get down to the latest updates, let us remind you that we are planning to deprecate some of the older functionality early next year: legacy paywalls, A/B tests, and remote configs. Starting **January 29th, 2024** the "Paywalls (deprecated)", "A/B tests (deprecated)" and "Legacy remote config (deprecated)" of the paywalls will no longer be available in the Adapty dashboard. If you are still using those sections – please read [this information letter](https://changelog.adapty.io/important-upcoming-january-deprecations-4Asy6A) for more details on what to expect and how to prepare.

## The A/B test editing flow reworked

This time, we’ve slightly changed the flow for editing A/B tests. Now there’s no need to stop the live test if you want to edit it, you can click the **Modify** button to apply changes. Depending on the adjustments made, the test will either be saved with new settings or marked as **Completed** with a new test launched right away automatically. Every type of test (Live, Draft, Completed) now has its own set of quick action buttons with the status of the test itself shown in the top right corner.

![1 5 1024x639](https://adapty.io/wp-content/uploads/2025/03/1-5.webp)

## Separate styles for products in the Paywall Builder

Our Paywall Builder now allows you to style each product on your paywall separately. By default, changing color, font size, and other visual attributes in the product section applies to all the products on your paywall, but now you can disable the style sync and edit each product separately. This may be helpful in cases where the “Bestseller” badge is not enough and you want to make one of the products stand out visually and attract more attention. Learn more [in the doc](https://adapty.io/docs/paywall-layout-and-products#product-styles-synced-or-separate).

![2 3 1024x566](https://adapty.io/wp-content/uploads/2025/03/2-3.webp)

## Color and opacity adjustment for the “Сlose” button

[More customization options](https://adapty.io/docs/paywall-layout-and-products#close-button-its-style-placement-and-fade-in-animation) for the “Сlose” button on the hard paywall were added in the builder as well. Now you can control **the** **color** and **opacity** of both its content and the background. You can make the “Сlose” button fit your paywall better by adjusting the colors and/or removing the background of a button entirely. View the example below:

![70](https://adapty.io/wp-content/uploads/2023/12/70.gif)

## Pie charts in analytics

Every metric in the analytics dashboard can now be visualized as a pie chart. Pies have full support for grouping and comparison, which helps create neat and comprehensible charts for further insights and hypotheses.

![3 4 1024x545](https://adapty.io/wp-content/uploads/2025/03/3-4.webp)