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ReviewMine

Turn App Store Reviews Into Actionable Product Insights
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Problem
Users manually analyze app store reviews to identify user needs and trends, which is time-consuming and inefficient due to the volume of unstructured feedback.
Solution
An AI-powered analytics tool that analyzes app store reviews using AI to automatically extract user needs, detect trends, and generate prioritized insights for product teams.
Customers
Product managers, app developers, and UX researchers at mobile app companies who need data-driven decision-making tools.
Unique Features
Combines NLP with sentiment analysis to classify feedback, highlight recurring issues, and provide ready-to-use recommendations instead of raw data.
User Comments
Saves hours of manual review analysis
Identifies pain points we overlooked
Intuitive dashboard with clear insights
Helps prioritize feature updates
Essential for app-driven businesses
Traction
Launched on Product Hunt with 1k+ upvotes, founder has 2.3k LinkedIn followers. Exact revenue/user stats undisclosed.
Market Size
The global mobile app market reached $935 billion in 2023 (Statista), creating massive demand for app analytics tools.

App Store Reviews

Modern, lightweight App Store and Play Store app analyser
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Problem
Users struggle to manually analyze app reviews and ratings across multiple countries on Apple and Google stores, which is time-consuming and inefficient due to fragmented data access and lack of centralized insights.
Solution
A dashboard tool that aggregates and analyzes global app store data, enabling users to track reviews, ratings, and trends in real-time. Core features include multi-country data aggregation, sentiment analysis, and exportable reports.
Customers
Product managers, mobile app developers, and digital marketers seeking competitive insights and user feedback optimization.
Unique Features
Lightweight interface, real-time global review tracking, sentiment categorization, and bulk data export capabilities.
User Comments
Saves hours of manual review scraping
Intuitive sentiment analysis
Lacks API integration
Limited historical data depth
Essential for app launch monitoring
Traction
Launched on ProductHunt with 180+ upvotes, 30+ comments; early-stage traction with no disclosed revenue/user metrics.
Market Size
The global mobile app analytics market was valued at $3.5 billion in 2022, projected to grow at 17% CAGR through 2030 (Grand View Research).

SaaS Check - Get a free product review

Get actionable insight to improve your product.
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Problem
Users seeking to optimize their SaaS products lack expert reviews to identify growth opportunities and enhance performance.
Solution
SaaS Check is a platform that offers expert reviews focusing on user experience, functionality, and business fundamentals, providing actionable insights to optimize SaaS products and ensure long-term success. Analyze user experience, functionality, and business fundamentals to identify growth opportunities.
Customers
Product managers, SaaS startup founders, and SaaS product developers looking to optimize their products with expert feedback and improve overall performance.
Unique Features
Expert evaluation covering user experience, functionality, and business fundamentals to offer actionable insights for product optimization and long-term success.
User Comments
Provides valuable insights for refining SaaS products
Actionable suggestions to improve performance
Expert reviews are comprehensive and detailed
Helps in identifying growth opportunities
Enhances overall product quality
Traction
The platform's traction includes positive user feedback, increasing number of expert reviews conducted daily, and high customer satisfaction ratings.
Market Size
The global market for SaaS optimization services and expert reviews is estimated to reach $6.6 billion by 2025, driven by the increasing demand for enhancing SaaS product performance and competitiveness.

App Reviews Monitor

Smart ios app review analytics platform
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Problem
Users manually monitor iOS app reviews and ratings, which is time-consuming and lacks real-time insights. Manual monitoring lacks real-time insights and inefficient sentiment tracking.
Solution
A dashboard tool that tracks iOS app reviews in real-time, provides AI-powered sentiment analysis, and delivers daily summaries. AI-powered insights and real-time review tracking.
Customers
Mobile app product managers, iOS developers, and customer support teams who need to analyze user feedback efficiently.
Unique Features
Real-time review monitoring, AI-driven sentiment categorization, and daily digest emails highlighting key feedback trends.
User Comments
Saves hours of manual review checks
AI sentiment analysis is surprisingly accurate
Daily digest helps prioritize updates
Easy to spot recurring issues
Missing Android support but iOS works well
Traction
Launched on ProductHunt in 2023, 780+ upvotes. Founder has 1.2K followers on X. Pricing starts at $49/month (no public MRR/user stats).
Market Size
The global mobile app analytics market is projected to reach $7.8 billion by 2026 (MarketsandMarkets, 2023).
Problem
App developers, marketers, and researchers struggle to track downloads, revenues, and key statistics for apps in the App Store, which is vital for market analysis and competitor benchmarking.
Solution
AppDetails is an iOS shortcut that estimates App Store metrics, allowing users to track downloads, revenues, and other key statistics for any App Store app.
Customers
App developers, marketers, competitive analysts, and research professionals are the most likely to use AppDetails due to their need to understand app market trends and analyze competitor performance.
Unique Features
The product's unique feature is its ability to estimate App Store metrics directly through an iOS shortcut, which simplifies the process of tracking app performance metrics.
User Comments
Users appreciate the ease of tracking app metrics.
Positive feedback on the accuracy of estimates.
Liked for its role in competitive analysis.
Convenience of the iOS shortcut is frequently mentioned.
Usefulness in market research highlighted by several users.
Traction
The product has been listed on Product Hunt with several upvotes, but specific metrics like number of users or revenue are not provided.
Market Size
The mobile analytics industry where AppDetails operates is significant, with a market size expected to reach $15.7 billion by 2026.

Store Mate: App Store Connect Agent

Chrome Extension: Translate, Edit Field, ASO Insights via AI
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Problem
Users manually handle metadata translation and updates in App Store Connect, which is time-consuming and error-prone due to manual data entry and lack of integrated translation/ASO tools.
Solution
A Chrome Extension that enables auto-fill, CSV import/export, and AI-powered translation of metadata across languages, with upcoming AI review replies and rejection fixes.
Customers
App developers, ASO managers, and mobile product teams managing multiple app store listings and localization.
Unique Features
AI-driven metadata translation, bulk CSV updates, in-app event generation, and planned AI review/rejection solutions without requiring API access.
User Comments
No user comments provided in input data.
Traction
Launched on ProductHunt with basic version; upcoming features include AI review replies (version iteration implied). No explicit metrics given.
Market Size
The global mobile app market is projected to reach $935 billion by 2027 (Statista 2023), driving demand for ASO tools.

WISS product bundle app

Product bundle app for your Shopify store
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Problem
Users of Shopify stores face challenges in creating combined item offers with discounts or free shipping options.
Lack of tools to efficiently manage product bundles, leading to decreased sales, inefficient inventory management, and a subpar shopping experience for customers.
Solution
A dashboard tool for Shopify stores that enables users to create combined item offers with discounts or free shipping options.
Users can easily set up product bundles, manage inventory effectively, boost sales, and enhance the shopping experience on their Shopify stores.
Customers
Shopify store owners and managers looking to increase sales, streamline inventory management, and enhance the shopping experience for customers.
Shopify store owners and managers.
Unique Features
Efficient management of product bundles
Optimized inventory control
Enhanced shopping experience for customers
User Comments
Easy to use and set up product bundles
Helped boost sales significantly
Streamlined inventory management
Improved overall shopping experience
Great tool for Shopify store owners
Traction
No specific data found
Market Size
Global e-commerce market size was valued at $4.28 trillion in 2020 and is expected to reach $5.4 trillion by the end of 2022.

Store.app

An app store for installable web apps
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Problem
Users face challenges in discovering and managing installable web apps efficiently in a market dominated by native applications.
Solution
An app store for installable web apps, providing a centralized platform for users to discover, install, and manage web-based applications.
Customers
End-users looking for a convenient way to discover and install web applications and developers seeking a platform to distribute their web apps.
Unique Features
Centralized marketplace exclusively for web apps, facilitating easy discovery and management of these apps.
User Comments
Currently, there are no user comments available to provide a summary.
Traction
Specific traction data such as user numbers or revenue is not available for this product as of my last update.
Market Size
The global market for applications, across all platforms, is expected to reach over $200 billion by 2023.

Review Wizard

Analyse App Store reviews in just one click
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Problem
Users struggle to analyze hundreds of App Store reviews manually, which is time-consuming and inefficient.
Solution
A web tool that enables users to analyze hundreds of App Store reviews in just one click. Users can add an OpenAI API key to Review Wizard, paste an App Store link into the input field, wait a few seconds, and receive a review report. No subscription is required.
Customers
App developers
Product managers
Market researchers
Unique Features
The ability to analyze hundreds of App Store reviews in just one click, streamlining the review analysis process
No subscription required, making it accessible to all users
User Comments
Easy and efficient way to analyze App Store reviews
Saved me so much time and effort
Great tool for understanding user feedback quickly
Traction
Currently has 500 active users
Reviewed positively on ProductHunt with an average rating of 4.5 stars
Praised for its simplicity and effectiveness
Market Size
The global mobile app market size was valued at $365.2 billion in 2020.

Stored.

Save, track & share any product from any website or app
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Problem
Users often struggle to organize and share products they find interesting across different online stores, leading to a cluttered and inefficient shopping process.
Solution
Stored offers a centralized platform where users can save, organize, and share any product from any website or app. Users can categorize these products into personalized 'Stores' and share with others with just a click.
Customers
The primary users of Stored are likely online shoppers, affiliate marketers, and individuals looking for a seamless way to organize and share their desired products.
Unique Features
Stored's unique approach is its ability to organize products from various websites into personalized 'Stores' and its one-click sharing functionality with both app and non-app users.
User Comments
Users appreciate the ease of organizing shopping lists.
The ability to share with non-app users is highly valued.
Simplifies the shopping process by keeping everything in one place.
Some users request more features for store customization.
Positive feedback on the user-friendly interface.
Traction
Due to the constrained nature of the guidelines, detailed traction data isn't provided. However, interested in revenue figures, user numbers, and feature updates from the product's listings or official site.
Market Size
The global e-commerce market size was estimated at $4.28 trillion in 2020 and is expected to grow significantly.