App Review Sentiment Analysis and App Analysis tool

App review sentiment analysis tools that help you improve your app faster

No credit card required

Make better roadmap decisions

Identify and fix bugs faster

Get custom review notifications

Visualise review trends

Turn 1 star reviews into 5 stars, with automated app review tools

How does Appbot Sentiment Analysis work?

The Appbot sentiment analysis tool allows you to visualize your app review sentiment so you can understand how users feel, at a glance. Appbot also surfaces bugs, feature requests and more in your app reviews to help you find opportunities to improve your app review sentiment and star rating.

Appbot Sentiment Analysis is different...

  • Developed specifically for short forms of user feedback, like app reviews
  • Understands the abbreviations, nuanced grammar and emoji
  • Powered by machine learning
  • Over 93% accuracy
  • Trained on over 400 million records

Appbot reads every single app review for you, saving you hours every week. We analyze your app review sentiment and categorize each review automatically. You'll be able to clearly see changes in sentiment over time, making it easy to attribute large changes in sentiment and star rating to major updates you've made to your app.

How long will it take before I can see my app review sentiment results?

Simply sign up for an Appbot account, add the apps you'd like to analyze, and we'll do the rest. You'll see results start to appear within minutes and within an hour we'll have the available history for your app reviews fully analyzed and ready to report on.

What app review sentiment reports does Appbot's app review service include?

Read more about Appbot's app review sentiment analysis reports here.

The aim of our app analysis tool is to take the pain out of managing your app store reviews and enable you to provide better support to your customers. With Appbot, you can keep your product development roadmap focussed on the things that matter the most to your customers.

Appbot can be set up in minutes:

  • Sign up for an Appbot free trial by clicking here.
  • Add your apps to Appbot. No authentication is needed.
  • Choose how you'd like to be notified about new reviews.
  • Head over to the Sentiment page, results will be ready to go
"10/10. Allows me to easily keep track of reviews — especially after a release."
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Rory Smyth, Senior Product Designer

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"Appbot was recommended to me from another team at Adobe. Love how responsive to requests you are. Makes a big difference!"
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Sebastian Labs, Senior Engineering Manager

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"10/10. Very personal service - team always on hand to go the extra mile for you and answer questions"
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Nicola McCoy, Product Manager

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"We chose Appbot because of word of mouth, told it was the best product for reviewing App Store & Play Console ratings / reviews and analysing them."
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Ollie Hayward, Product Specialist

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"Appbot has seriously changed how our entire company views our product and has been a huge morale booster. The feature that has really stuck with everyone is the weekly report card and daily stream of app store reviews into a Slack channel. We've opened up the channel to the whole company to increase transparency and folks LOVE it."
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Kyle Roderick, UI/UX Designer

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"Appbot provides us with some great visibility of App performance across platforms."
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Nick Wiles, Head of Experience Design

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"We are loving the tool: it’s offered so many data insights for the team, instead of advising our stakeholders on the basis of hunches / gut feel or by going through all data manually."
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Patricia Doest, Head of Player Experience

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"Appbot is one of the most cost-effective investments Anthem makes. The data is rock-solid and with my 'subscriptions' to ourselves and our competitors, I can see feedback in real time."
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Douglas Forshey,
Director of Digital Analytics & VOC

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