4 Tips to Monitor & Manage App Reviews & Ratings

Taya Franchvilleby 
App Growth Consultant at AppTweak

10 min read

Ratings and reviews are an indispensable part of ASO and play a major role in user conversion. According to Apptentive, 50% of mobile users will bypass downloading an app if the app has a 3-star rating. For a 2-star rating, this number drops to 85%. In case of free apps, 77% of people report that they read at least 1 review before downloading an app. While for paid apps, this number jumps to 80%.

Due to the impact that ratings and reviews can have on your app, it is important to not only manage them properly but also assess the value you can gain from them. Whether positive or negative, you can learn insightful information about your own app from reviews. 

In this blog, we will explain how to monitor app reviews and ratings to drive conversion.

Monitoring app reviews and ratings is an essential aspect of app development. Understanding user feedback allows developers to refine and optimize their apps for improved user satisfaction and engagement. This process involves consistent tracking of user comments, star ratings, and sentiment analysis across various platforms where the app is available. The insights gained from this process can be crucial in making data-driven decisions that enhance your app’s performance in the marketplace.

Often, reviews can be useful to give you valuable insight into what customers think about your app. One way to leverage this information is to create a sentiment word cloud. A sentiment word cloud maps those keywords mentioned most often in your app’s reviews. This helps capture what your users are talking about most frequently when referring to your app.

With AppTweak’s Sentiment Analysis section, you can view the most repeated user opinions to really understand what was said about your app in just a few clicks.

Let’s look at Rosetta Stone as an example.

A sentiment analysis for Rosetta Stone built using AppTweak
A sentiment analysis for Rosetta Stone, built using AppTweak.

Here, we can see a word cloud with the top 25 repeated keywords and keyword phrases from Rosetta Stone’s reviews.

The dark green words are used in mostly positive reviews. Positive and neutral reviews are marked by light green, while the orange words can be found in positive, neutral, and negative reviews. One of the most-repeated keywords (colored in dark green) here is “learning.” It helps us infer that users like the learning strategies used by the app.

To test our assumptions, we further filtered the reviews using the keyword “learning.” This information is highly beneficial when making app updates.

Filtering reviews by keyword on AppTweak helps you understand what users like or dislike about your app or game
By filtering the reviews left for Rosetta Stone by the most-repeated keyword “learning,” we inferred that users like the learning strategies used by the app.

2. Dig deeper into user sentiments

Public reviews tend to be polarizing in either being overly negative or very positive. But they provide useful insights into what users like and dislike, as well as what new features users would like to see. You should never ignore negative reviews left for your app, as these leave you clues about how disgruntled users feel.

Negative reviews can be difficult to read, but these can help you make improvements to your app in order to keep users happy.

Let’s consider the example of the language learning app Duolingo.

A sentiment analysis for Duolingo built using AppTweak
A sentiment analysis for Duolingo built using AppTweak.

On AppTweak, we noticed that over the last 6 months, Duolingo received many moderate and negative reviews, as indicated by the red, yellow, and green color coding. To understand the cause behind the negative reviews, we looked at the most-repeated words in red – “new” and “update.” We discovered that users were not happy with an update Duolingo made within the past 6 months.

Duolingo ratings over the last 6 months on the US App Store
Duolingo’s ratings over the last 6 months on the US, App Store.

To verify this inference, we looked at the reviews from the last 6 months. Here, we found that there were indeed some time intervals when Duolingo received a heightened number of negative reviews.

In fact, these spikes in negative reviews came directly after version updates on August 15 and October 24. This indicates that there were changes in these updates that were not well-received by users. To find out what these pain points are, we can look at the negative reviews that Duolingo received during these spikes.

negative reviews for Duolingo in September 2022 on the US App Store
Negative reviews for Duolingo in September 2022 on the US, App Store.

By running a topic analysis, our data science team can dig into this further to identify common review topics and visualize their evolution through time.

A topic analysis follows a similar structure as a sentiment word cloud, but is able to filter out keywords that don’t carry a purpose, such as filler words. For this purpose, our data science team found common review topics for Duolingo:

Check out how you can leverage our data science to run a similar analysis for your app or game

This graph illustrates spikes in reviews regarding 2 updates made to Duolingo on the US, App Store
This graph illustrates spikes in reviews regarding 2 updates made to Duolingo on the US, App Store (October 2021 – February 2023).
  • Users were complaining about updates made to Duolingo since the updates made on August 15 and October 24, 2022. The most common pain points identified were a new layout and the learning format. Our data science team identified the most commonly recurring keywords with value, such as update, new, path, layout, change, and format. When assessing Duolingo’s recent UX updates, we found that they implemented a new learning path layout that greatly changed the user experience. However, when we checked the reviews, we found that many users did not find this change to be an improvement.
This graph illustrates a spike in reviews regarding an update made to Duolingo hearts system on the US, App Store
This graph illustrates a spike in reviews regarding an update made to Duolingo’s “hearts” system on the US, App Store (December 2018 – August 2022).
  • We found another pain point for Duolingo’s users, but this one was from 2019. There was an influx of negative reviews mentioning a “hearts” system, similar to “lives” in a video game. These reviews also came in a surge following an update late in 2019, and decreased through 2020 and 2021.

In short, negative reviews are just as important to manage as positive ones. It gives you an opportunity to fix the things that users are not happy with and to detect interesting topics.

Uncover interesting insights to improve how users perceive your app

3. Personalize responses when replying to app reviews

Responding to reviews (good or bad) is important to maintain a strong relationship with your users. About 57% of users claim they wouldn’t be very likely to use a product or a service that doesn’t care to respond to reviews.

You can improve your app’s conversion rate by responding to reviews, as the majority of consumers report that they would be more likely to install an app if the reviews have been responded to.

In addition, don’t forget that users can edit their reviews. When you respond to negative reviews and resolve the issues, you may find that users appreciate the effort enough to edit their reviews and increase their star ratings.

Check out these best practices when replying to app reviews

It’s also ideal to personalize your responses. We recommend replying with a user’s name in the response and to thank them for taking the time to leave a review, whether it’s a 1-star review or a 5-star review.

Let’s look at the language app Busuu as an example. This personalized response mentions the user by name, thanks the user for writing a review, apologizes for any inconvenience, assures the user that the issue is being resolved, and offers support in the meantime.

Personalize your response while replying to user reviews
Busuu’s reply to the negative review reflects an acknowledgment of the user’s dissatisfaction and a reassurance that the issue will be solved soon.

Discover our App Reviews Manager to reply to reviews across multiple apps and countries

4. Optimize your ratings prompt

You need to plan how to help your happiest users rate your app. A strategy to combat negative review bias is essential because your satisfied users are unlikely to go out of their way to organically rate your app. While happy users rarely take the time to write a glowing review, upset users immediately turn to app store reviews as a place to vent, ask for support, and warn other users about issues within your app.

A great strategy to minimize negative reviews is to set up in-app prompts that ask users for feedback at an optimal time.

Set up an in-app ratings prompt but be careful not to interrupt the user and ask for feedback too soon or at the wrong time
Set up an in-app ratings prompt, but be careful not to interrupt the user and ask for feedback too soon or at the wrong time. Source: Apple

Before setting up in-app ratings prompts for user feedback, consider these key points:

  • Don’t ask for a rating or review at onboarding. Give users a chance to familiarize themselves with your app first. To increase the likelihood of receiving a positive rating or review, consider the best place to ask for feedback. This could be when a user has completed a level of your game, when a user has placed a successful order, or after rewards points have been redeemed.
  • Avoid interrupting people. Asking for feedback when a user is in the middle of gameplay or completing an important task can be annoying and even cause them to leave a lower rating. Setting prompts to appear during breaks in gameplay or after a task is completed is less intrusive and can help you to receive more honest feedback.
  • Don’t pester your users. Asking users for feedback too frequently can diminish their opinion of your app. Try to wait at least a couple of weeks between prompts, so users don’t feel annoyed when leaving a rating or review.


Ratings and reviews are a goldmine of customer feedback for apps and games on the app stores. Monitoring and managing your app reviews and ratings can help you gauge valuable feedback from your consumers as well as maintain a strong relationship with your users.

  • Assess popular topics to discover what users like and dislike about your app. This gives you the ability to continue making improvements to your app/game.
  • Negative reviews are just as important as positive ones. Negative reviews allow you to learn about users’ pain points so you can solve their frustrations.
  • Try personalizing your responses when replying to a review. Engaging with a user will make them feel valued and increase their trust in you.
  • Optimize rating and review prompts to encourage users to give feedback. However, be careful not to repeat the prompt in a manner that could irritate users.

Want to learn more about optimizing your app/game’s reviews and ratings? Schedule a demo today! 

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Taya Franchville
by , App Growth Consultant at AppTweak
Taya is an App Growth Consultant at AppTweak, passionate about helping apps boost their visibility and downloads. She lives in Kentucky and spends most of her free time playing with her dog, exploring coffee shops, and tending to her houseplants!