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📨 Turn Customer Feedback Into Product Work with AI

A customer email is read by an agent that tracks your recurring themes, and the ones worth acting on become Linear issues in the customer’s own words.

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UNIT · TASKADE.FLOW4 STEPS

How this flow runs

When

New Email

Gmail

Then 1

Agent

Feedback Reader

Ask an agent · Taskade AI

Knows
your product areas and the themes you already track
Remembers
the themes it has named and how often each recurs

Then 2

Filter

Continue only if the agent judged the feedback worth acting on

Stop a run cleanly when a condition is not met. A filtered run is not a failure, so it never shows up as an error — inside a loop it skips just that item and keeps going.

Then 3

Create Issue

Linear

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

Filter is a step you add in the builder, in the same list as an app step — there is no separate scripting surface. All automation actions

Build this flow with AI

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

What does this automation do?

A customer email is read by an agent that tracks your recurring themes, and the ones worth acting on become Linear issues in the customer’s own words.

What can you do with it?

  • Get the feedback onto the backlog while it is still specific
  • Keep the customer’s wording attached to the issue
  • Notice the theme that has now come up five times

The Steps

This automation runs in 4 steps:

  1. When Gmail — New Email
  2. Then Taskade AI — Ask an agent ("Feedback Reader")
  3. Then Filter — continue only when the agent judged the feedback worth acting on
  4. Then Linear — Create Issue

What makes this different from a Zapier-style flow?

The "Feedback Reader" step is not a one-off model call. It is a Taskade AI agent that knows your product areas and the themes you already track, remembers the themes it has named and how often each recurs, so every run builds on the last one instead of starting from an empty prompt.

A stateless "ask the model" step forgets everything the moment it returns. An agent keeps its knowledge and its memory between runs, carries its own tools, and can be handed work by other automations.

Who is this automation for?

Built for product teams who hear feedback but never file it. A customer email is read by an agent that tracks your recurring themes, and the ones worth acting on become Linear issues in the customer’s own words.

How do you set it up?

  • Open the "Automations" tab in your workspace.
  • Click ➕ Add automation, then start from scratch.
  • Add the trigger "New Email" from Gmail.
  • Add the action "Ask an agent" from Taskade AI. Point it at an agent called "Feedback Reader".
  • Add a Filter step: Filter — continue only when the agent judged the feedback worth acting on.
  • Add the action "Create Issue" from Linear.
  • Enable the toggle in the top-right corner to activate the automation.

Prefer to describe it instead? Click Build this flow with AI above and Taskade wires the trigger, the steps, and the agent for you.

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