Applora

What is Applora?

Applora helps Shopify app builders spot real product opportunities by analyzing bad reviews. You paste in a Shopify app handle or URL, and it scans low-rated reviews for repeated merchant complaints, groups them into clear themes, and shows where competitors are weak. Instead of reading hundreds of reviews one by one, you get a short list of the biggest issues, ranked by how hard they are to solve, plus a plain-English solution brief and links to the source reviews. It also lets you compare competitor pain points, prioritize your roadmap, and explore a full Shopify App Store dataset for deeper analysis. The goal is simple: stop guessing what to build and find ideas backed by actual merchant frustration.

Key features

• Search any Shopify app by handle or full URL.
• Clusters negative reviews into recurring complaint themes.
• Ranks issues by build difficulty and frequency.
• Shows linked review evidence for every insight.
• Surfaces competitor weaknesses and market gaps.
• Offers downloadable Shopify App Store dataset access.