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Automatite by GTM S t a c k
AI Workflows

Customer Feedback Classifier

Automate customer feedback classifier end-to-end. Trigger on new survey response, deliver tagged and routed to product, cs, or sales.

Trigger
New survey response
Outcome
Tagged and routed to product, CS, or sales
TypeformOpenAILinearSlack

Steps

1
Listen for New survey response
Webhook or polling trigger fires the workflow when new survey response.
Feature: Triggers
2
Step 2: process and transform
Apply transformations, run AI inference, branch on conditions, or call out to other apps to enrich the payload.
Feature: Data Mapping
3
Step 3: process and transform
Apply transformations, run AI inference, branch on conditions, or call out to other apps to enrich the payload.
Feature: AI Steps
4
Step 4: process and transform
Apply transformations, run AI inference, branch on conditions, or call out to other apps to enrich the payload.
Feature: Actions
5
Deliver Tagged and routed to product
Final step delivers the outcome to your downstream apps.
Feature: Error Handling

What this automation does

This workflow takes new survey response as its starting signal and runs an end-to-end sequence that produces tagged and routed to product, cs, or sales without any manual intervention. It is built for Product Managers who currently handle this work in spreadsheets, in inboxes, or by pinging another team.

Why it matters

Manual handling of customer feedback classifier costs hours per week and introduces errors that surface days later. This automation eliminates the lag between event and action and produces a consistent, auditable record of every run.

Most teams report that the largest payoff is not just the time saved but the consistency. Once the workflow is live, every event is handled the same way every time — no more “I forgot to update the CRM” or “the message slipped past.”

Customizing for your stack

The reference workflow uses Typeform, OpenAI, Linear but every step can be swapped for an equivalent in your stack. The trigger, AI step, and downstream actions are all independent — change one without rebuilding the rest.

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