SignalScoop

SignalScoop classifies inbound emails, chats and call transcripts by product module, type, sentiment and urgency.

SignalScoop turns support conversations, reviews and calls into the bugs, requests and trends your product team should act on. It reads your messages and automatically names the parts of your product. Every signal gets five labels including module, type, sentiment, urgency and source. It combines chat, email, calls and reviews so one bug reported across multiple tools shows up as a single spike. You can set up real-time alerts to send critical bugs straight to Slack or via webhook.

SignalScoop at a glance

Best for: Product manager, Support
Runs on: Web, API, Slack
Pricing: Freemium
Released: November 2026
Category: AI productivity tool
Website: signalscoop.app

Key features

Classify emails, chats, and calls by module, type, sentiment, and urgency
Automatically find and name product modules from customer messages
Aggregate identical bugs reported across multiple channels into single trends
Send real-time alerts for critical bugs to Slack or webhooks
Track customer feature requests and notify users when requested features ship
Ingest text from any helpdesk, chat widget, call transcription, or review site via API

Use it for

Spot bad product releases the day they ship
Track module-specific bug volumes and trends over time
Identify customer churn risks from support conversations
Notify customers automatically when their requested features launch

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