BitsExplorer

BitsExplorer finds what people are building with AI, every day. See today's picks →

Preview of Customer Feedback Analyzer

Customer Feedback Analyzer

Customer Feedback Analyzer transforms raw survey responses, reviews, and support logs into instant actionable insights: sentiment scores, key themes, and smart recommendations powered by AI.

id="app-details-left"> Inspiration Every business collects customer feedback, but most don’t know what to do with it. Valuable insights are buried in Google reviews, survey forms, and support logs—unread and unused. We wanted to fix that by making feedback instantly useful, without needing a dedicated analyst or hours of manual review. What it does Customer Feedback Analyzer is a web app that turns raw feedback (CSV or PDF) into clear, actionable insights. Users upload their files, and the app displays: Sentiment breakdown (positive, neutral, negative) Frequently mentioned keywords Grouped…

Description excerpted from the original listing, which is linked below.

Open it

The week in AI-built software

Every Monday: how many projects were built with AI that week, which tools built them, where they came from, and the week's picks.

Read the latest week