App Store Reviews Tracked and Analyzed Automatically.
See what users love, hate, and want most
in minutes, not spreadsheets.
One dashboard for reviews, topics, trends, alerts, exports, reporting, API and more. Export App Store reviews to CSV, Excel or JSON with one click.
Try it free with one app
Example: https://apps.apple.com/app/example/id123456
Who Uses App Store Review Data?
Teams across the app industry rely on Reviews.ai to turn App Store user feedback into actionable intelligence.
Product Development & Roadmap
Prioritize feature requests and bug fixes based on user impact. Build roadmaps driven by actual user feedback patterns.
Competitive Intelligence
Benchmark your app against competitors in the same category. Identify feature gaps and UX advantages.
Release Monitoring
Track sentiment shifts after each release. Catch regressions and new bugs before ratings tank.
Support Team Enablement
Surface common issues before they flood support channels. Proactively address pain points in FAQs and help docs.
+ Also used by Product Managers, Growth Teams, QA Engineers, and Executive Leadership
How It Works
App Store reviews automatically collected, structured, and ready for insights, reporting, and export.
Aggregate reviews from Apple App Store across all regions and markets.
Example Sources:
Our AI processes each App Store review, identifying version-specific feedback and device info.
Understand iOS user satisfaction and frustration levels across app versions.
Categorize App Store reviews into themes like crashes, UI issues, and feature requests.
Top Themes:
Ask about App Store reviews by version, device, or feature in natural language.
AI Chat Interface
What issues are iPhone users reporting?
Get notified about crash spikes, rating drops, and featured review responses.
Example Alerts:
Connect Reviews.ai to your existing tools via our RESTful API and webhooks.
AI Chat Interface
GET /api/v1/reviews/summary
Generate iOS-specific dashboards and share insights with your dev team.
App Store Rating by Version
Topics We Track in App Store Reviews
Our AI automatically categorizes every review into app-specific topics, giving you granular insight into what users care about most.
Crashes & Bugs
App stability, crash reports, and technical issues
Performance
Speed, responsiveness, and resource usage
User Interface
Design quality, navigation, and ease of use
Features
Feature requests, missing functionality, and capabilities
Updates
Update frequency, changelog quality, and version improvements
Subscription Value
Pricing fairness, in-app purchases, and subscription worth
Customer Support
Developer responsiveness and issue resolution
Privacy & Security
Data handling, permissions, and privacy concerns
+ Custom topic classification tailored to your specific app features and user segments
Powerful Dashboard for App Reviews
Everything you need to monitor, analyze, and act on user feedback across all your mobile apps
Word Cloud & Keyword Analysis
Visualize App Store review keywords like 'crashes', 'battery drain', 'love it' with sentiment breakdown
Plus Many More App Store Features
Our platform includes additional powerful tools to help you improve your app on App Store
What Our Users Say
See what our customers have to say about us.
G2
4.8 / 5 rating based on user reviews
"Many companies say they 'put the customer at the heart of their business.' But until you can find a way to listen to all that feedback and turn it into better products, you'll never succeed. Reviews.ai helps us listen to far more of our customers than we were before."
"Since 2014 I have managed product reviews for 5+ brands across a dozen+ online marketplaces. Since becoming a Reviews.ai customer in 2016, my team's efforts have been enhanced significantly. The pricing is reasonable for the immense value gained."
"When customers voluntarily go online to provide honest feedback on their experience of our products, there is very little reason not to listen to what they have to say. Reviews.ai is a great solution that allows us to tackle most of our retailers in one easy and convenient dashboard."
"Many companies say they 'put the customer at the heart of their business.' But until you can find a way to listen to all that feedback and turn it into better products, you'll never succeed. Reviews.ai helps us listen to far more of our customers than we were before."
"Reviews.ai is a tool no company should be without! It not only enhances our ability to interact with consumers but also empowers our design teams to quickly recognize and diagnose trending issues. The benefit of this service has take our business analytics to the next level!"
"Since 2014 I have managed product reviews for 5+ brands across a dozen+ online marketplaces. Since becoming a Reviews.ai customer in 2016, my team's efforts have been enhanced significantly. The pricing is reasonable for the immense value gained."
"Consumers use reviews when making purchase decisions every day, so the value of being alerted to and responding to customer's reviews cannot be understated. Reviews.ai has helped us improve our review scores and brand sentiment through their data and reporting features."
"You get your reviews lined up and can easily manage them. It makes work easier, but honestly the fact that they are there any time I need them and act quickly is key."
"When customers voluntarily go online to provide honest feedback on their experience of our products, there is very little reason not to listen to what they have to say. Reviews.ai is a great solution that allows us to tackle most of our retailers in one easy and convenient dashboard."
"The system itself makes consolidating customer feedback in one space so much easier. It saves me several hours per week by generating reports, flagging any potential issues, and by simply being a system simple enough that anyone can use."
Simple, Transparent Pricing
Pay only for the apps you track. All features included.
Get started tracking up to 5 apps with full access to all features. iOS + Android included.
Scale your tracking with reduced pricing for every additional app.
Everything included:
Personalized demo with a few apps of your choice
1 app free for 14 days, no obligation. Volume discounts available for 20+ apps.
Frequently Asked Questions
Everything you need to know about Reviews.ai.
Yes! You can export App Store reviews in multiple formats including CSV, Excel, and JSON. Export options are available directly from your dashboard and can be scheduled for automatic delivery to your inbox or integrated systems via API.
Bulk export is available directly from your dashboard. Select a date range, filter by rating or sentiment, and download App Store reviews in CSV, Excel or JSON. You can also set up scheduled exports delivered automatically to your email or via API.
Our AI classifies app reviews into topics like Crashes & Bugs, Performance, User Interface, Feature Requests, Update Quality, Subscription Value, Customer Support, and Privacy & Security. Perfect for understanding what drives app ratings and retention.
Our app clients include product managers prioritizing roadmap items, QA teams tracking bugs by device and OS version, growth teams monitoring sentiment after releases, and support teams identifying common user issues.
Our platform serves diverse teams across organizations: Brand Managers use it to monitor brand health and reputation; Product Developers leverage customer feedback to inform product improvements and new features; Marketing Teams analyze sentiment trends to optimize campaigns; Customer Success teams identify and resolve recurring issues; and Executive Leadership uses dashboards for strategic decision-making and competitive intelligence.
Yes! We have a dedicated data entry team that will locate and set up all your product links across supported platforms at no additional cost to you. Simply provide your product list and we'll handle the rest.
Reviews.ai aggregates reviews from 60+ sources including Amazon, Walmart, Target, Sephora, Ulta, Best Buy, Home Depot, Google, Yelp, App Store, Google Play, and many more e-commerce, local, and app platforms where your products or business may be reviewed.
Our advanced AI uses natural language processing to determine sentiment (positive, negative, neutral), emotional intensity, and specific emotions like frustration, excitement, or urgency from each review.
Absolutely. You can configure smart alerts for out-of-stock mentions, sudden rating drops, title changes, specific keyword tracking, and any custom triggers that matter to your brand.
Yes, we provide a comprehensive REST API that allows you to integrate review data and insights directly into your existing systems, dashboards, or business intelligence tools.
New reviews are checked and ingested daily. Our system monitors your configured data sources on a daily basis to ensure your dashboard stays current with fresh feedback.
Yes, Reviews.ai includes competitor analysis features. You can monitor competitor products, compare sentiment trends, and benchmark your performance against similar products in the market.
Yes, our AI automatically detects and processes reviews in 40+ languages, providing sentiment analysis and theme extraction regardless of the original language.
The chat feature allows you to ask natural language questions about your review data. Simply type questions like 'What are the top complaints about our foundation line?' and get instant AI-generated answers with supporting data.
You can create sentiment trend reports, theme analysis reports, product comparison reports, benchmarking and more. Reports can be scheduled for automatic delivery or generated on-demand.
Scrape App Store Reviews with Reviews.ai
Want to scrape App Store reviews without the hassle? Reviews.ai offers a robust, fully compliant way to collect, track, and analyze user feedback from App Storeand other major app stores. Skip the complexity of building your own app store review scraper and let our platform do the work, delivering organized, structured review data straight to your dashboard or API.
From scraping App Store app reviews for competitor benchmarking to monitoring user sentiment shifts and generating reports, Reviews.ai handles it all automatically. Our AI extracts topics, sentiment scores, and strategic insights from each review, eliminating hours of manual data processing.
See Reviews.ai in action
Watch our short demo to see how you can analyze App Store reviews and improve your app ratings.
Reviews from Anywhere - Complete Coverage
We collect and analyze review data from every major platform where your customers leave feedback - from e-commerce sites to app stores to local business listings
E-commerce & Retail Platforms
50 platformsGeneral Retail
(16)Electronics
(5)Home Improvement
(4)Sporting Goods
(4)Beauty
(3)Auto Parts
(2)Office & Craft
(3)Wine & Spirits
(3)Music & Audio
(2)Social Commerce
(1)Local Business Reviews
App Stores & Specialty
58+ platforms and counting. Don't see your platform? Contact us for custom integrations.