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CLUSTER CUSTOMER-FEEDBACK-INSIGHTS · 23 ENTRIES · EARLIEST ENTRY 2025-06-26

AI customer feedback analytics

These 12 products form a cluster of AI customer feedback analytics platforms that collect feedback from multiple channels, apply AI for sentiment analysis and classification, and deliver actionable insights for product, support, or sales teams. The cluster's dated history is too thin to read a shape from, with only 3 dated entries before the index start. The traction leader is 'customer-analyst' with 1 star, followed by two project-related entries with 0 stars.

Entry timeline

ENTRY TIMELINE

APR 2025: 1JUN 2025: 1FEB 2026: 2MAR 2026: 1MAY 2026: 1AUG 2026: 7SEP 2026: 8OCT 2026: 2
APR 2025OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 4 ai-built · 1 hand-coded · 15 unlabelled

Operator · 11 hobby · 3 indie · 6 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01ai-feedback-form-generator0★2 days—hobbyAI platform that generates feedback forms from project descriptions or websites and analyzes text and voice responses for sentiment and product improvements.
  2. 02customer-analyst1★27 days—AI customer analysis platform that imports chat logs, builds profiles, predicts churn, and suggests sales actions.
  3. 03trustflow0★15 dayslivehobbySaaS platform for business reputation management with review workflows, analytics, and subscription-based business tools.
  4. 04LOOP0★16 days—hobbyCustomer feedback platform that ingests comments from multiple channels, classifies themes and sentiment, tracks trends, and answers plain-English questions grounded in the data.
  5. 05reviews_analysis_platform0★3 days—hobbyPlatform that collects customer reviews from Google Maps or CSV uploads and uses an LLM to deliver sentiment, topic, spam, and urgency insights for businesses.
  6. 06LOOP0★18 days—hobbyAI platform that ingests customer feedback from multiple channels, classifies and clusters it into themes, surfaces trends, and answers plain-language questions grounded in the data.
  7. 07project-loop0★25 days—AI platform that aggregates and analyzes customer feedback to deliver insights for product teams.
  8. 08RedProwler0★2 moliveindieWeb platform that scans targeted online communities for sales leads, scores conversations with AI, and drafts reply suggestions for founders.
  9. 09Project-LOOP0★25 days—hobbyMulti-tenant platform that collects, organizes, and analyzes customer feedback with AI-driven classification and sentiment analysis.
  10. 10feedbacks20★1 moliveai-builthobbyPlatform that collects customer feedback via webhooks and presents it in a branded interface.
  11. 11customer-segmentation0★1 mo—hobbyWeb platform that uploads customer data, clusters customers into segments, and generates AI marketing insights from the results.
  12. 12review-ai-flow0★1 mo—indieSaaS platform that centralizes customer feedback and uses AI to analyze and manage business reputation.
  13. 13AI-Powered-Customer-Feedback-Intelligence-Platform0★1 mo—hobbyAI customer feedback analytics platform that centralizes feedback from multiple channels and generates insights for businesses.
  14. 14customer-voc-sentiment-churn-hub-rails-voc-support-hub-v2026-b580★1 mo—Enterprise system that analyzes customer feedback to classify sentiment and predict churn for support teams.
  15. 15project-loop0★1 moliveAI platform that collects customer feedback from multiple channels, classifies and clusters it, and provides actionable insights for product teams.
  16. 16medsmiley-cx-pulse0★3 mo—ai-builthobbyCustomer feedback platform for healthcare and retail businesses that collects satisfaction ratings via kiosk, triggers smart alerts, and analyzes feedback with AI.
  17. 17SaynShareApp0★7 mostaleliveai-builtindiePlatform that lets businesses collect multimedia customer feedback through shareable links and QR codes, with AI-assisted conversation and exportable data.
  18. 18ai-feature-rollout-radar0★5 molivehand-codedhobbyCommunity-driven tracker that aggregates user-reported signals about AI feature rollouts across products, with verification and daily limits.
  19. 19review-insights-platform0★1 yrabandonedlivePlatform that centralizes customer reviews and applies AI sentiment analysis for product insights.
  20. 20crowdai-insight-platform0★1 yrabandoned—ai-builtA platform that aggregates crowd-sourced data and uses artificial intelligence to generate insights.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.