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CLUSTER ANALYZES-CUSTOMER-SENTIMENT · 20 ENTRIES · EARLIEST ENTRY 2026-03-10

AI customer support triage apps

This cluster consists of AI web applications for customer support teams that analyze incoming requests, classify intent, sentiment, urgency, and category, and generate draft replies or recommended actions. The dated history is too thin to read a shape from—only three dated entries exist before the index start, so the cluster's growth pattern cannot be assessed from pre-index data. Among the traction leaders, tz-junior-developer, susu-assessment, and TZ-Junior-Developer each show the highest activity signal, though all have 0 stars.

Entry timeline

ENTRY TIMELINE

NOV 2024: 1JAN 2025: 1MAR 2026: 1JUL 2026: 1AUG 2026: 7SEP 2026: 9
NOV 2024SEP 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 · 3 ai-built · 1 hand-coded · 16 unlabelled

Operator · 12 hobby · 1 indie · 2 commercial · 5 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. 01quotefast1★12 daysliveindieAI app that drafts responses to customer enquiries for UK tradespeople.
  2. 02tz-junior-developer0★18 dayslivehobbyWeb app for support teams that analyzes incoming customer requests, assigns priorities and categories, and drafts personalized replies.
  3. 03TZ-Junior-Developer0★17 days—hobbyWeb app for support teams that analyzes incoming customer requests, assigns priorities and categories, and generates draft replies.
  4. 04hiver-ai-support-agent0★26 days—hand-codedhobbyWeb app that classifies customer support messages by intent and returns appropriate support replies for common travel inquiries.
  5. 05ai-tickets0★17 daysliveai-builthobbyWeb application for support teams that stores customer tickets and uses AI to prioritize, categorize, summarize, and draft responses.
  6. 06CUSTOMER-COMPLAINT-ANALYZER-0★21 days—hobbyAI app that analyzes customer complaints to identify category, sentiment, priority, keywords, and recommended support actions.
  7. 07ai-ticket-triage0★27 days—hobbyAI-powered web app that automatically classifies IT support tickets, predicting priority, assigning support teams, and generating suggested resolutions.
  8. 08ai-customer-support-analyzer0★15 days—hobbyAI web app that analyzes customer support messages to identify intent, sentiment, urgency, and category, and suggests recommended actions.
  9. 09ai-support-tool0★14 days—Web app that logs customer support requests and uses AI to prioritize, categorize, and draft responses for support agents.
  10. 10Resolvely1★1 mo—Web app that automatically triages customer complaints with AI, manages role-based access, and tracks SLA analytics for support teams.
  11. 11glowcare-nlp-complaint-classifier1★2 mo—Web application that classifies customer complaints and predicts their priority to improve support workflows.
  12. 12DigiPlus-AI-Service-Desk-application0★1 molivehobbyWeb app that triages IT support tickets with AI, assigning category, priority, sentiment, and suggested resolution steps.
  13. 13feedback-sentiment-board0★1 molivehobbyWeb tool that batches customer reviews and support tickets, tags them by sentiment and theme, and highlights growing complaint themes for support teams.
  14. 14-Customer-Feedback-Intelligence-System0★1 mo—hobbyWeb application that analyzes customer feedback using sentiment classification and AI reasoning to summarize concerns and recommend business actions.
  15. 15digiplus_service_desk0★2 molivehobbyService desk app that manages support incidents and knowledge articles and uses AI to generate summaries, priorities, and escalation recommendations.
  16. 16multilingual-support-agent2★6 mostalelivehobbyAI customer support web app that analyzes complaints in any language, classifies intent, sentiment, and urgency, generates automatic replies, and lets users track tickets.
  17. 17customer-support-agent-tool0★3 mo—Customer support agent web app that allows staff to track, manage, and respond to user inquiries from a single interface.
  18. 18Voxtell Chat0★4 molivecommercialMobile app for support teams that unifies customer messages from multiple channels and offers tone-aware AI reply suggestions.
  19. 19retell-call-launcher0★1 yrabandoned—ai-builtWeb app that launches and manages AI voice calls for customer support and outreach teams.
  20. 20Diagnóstico de Operación — Contact Centers0★unknownliveai-builtcommercialWeb app that diagnoses contact center operations from five questions and reveals insights from customer interactions.

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.