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🤖 Customer Feedback Analysis Automation with AI

Make sense of reviews and survey replies with an AI agent team that categorizes sentiment, clusters themes, and surfaces top requests — turning raw feedback into a clear roadmap signal.

  • Event-triggered
  • 100+ integrations
  • Branching logic
  • Schedule + monitor
UNIT · TASKADE.FLOW4 STEPS

How this flow runs

When

Project Created

Taskade

Then 1

Summarize Website

Media

Then 2

Agent

Feedback Analyst

Ask Agent · Taskade AI

Knows
your product areas and past themes
Remembers
every response it has read

Then 3

Create Project

Taskade

This agent carries its knowledge and memory between runs, and can call your other automations as its own tools. How custom agents work

Build this flow with AI

Opens the builder with these steps already described. Free to start, no card.

Help product and CX teams act on the voice of the customer by running feedback through an agent team that tags, clusters, and reports trends.

What's Included

  • Sentiment agent: Scores each piece of feedback as positive, neutral, or negative.
  • Theme agent: Groups comments into recurring topics and requests.
  • Insight agent: Writes a summary with the top issues and quotes.
  • 15+ frontier models: Pick the right model for nuance or speed.

How To Use

  1. Trigger the workflow when new reviews or survey replies arrive.
  2. Add sentiment, theme, and insight agents to the team.
  3. Set your categories and the report format you want.
  4. Review the trend summary and feed it into planning.

Start with research agents or explore more multi-agent automations to connect feedback intake, analysis, and roadmap updates.

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