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Automatite by GTM S t a c k
Data Sync

Lead List Deduper

Automate lead list deduper end-to-end. Trigger on manual upload, deliver deduped list pushed to crm.

Trigger
Manual upload
Outcome
Deduped list pushed to CRM
CSVOpenAISalesforce

Steps

1
Listen for Manual upload
Webhook or polling trigger fires the workflow when manual upload.
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
Step 5: process and transform
Apply transformations, run AI inference, branch on conditions, or call out to other apps to enrich the payload.
Feature: Error Handling
6
Deliver Deduped list pushed to CRM
Final step delivers the outcome to your downstream apps.
Feature: Triggers

What this automation does

This workflow takes manual upload as its starting signal and runs an end-to-end sequence that produces deduped list pushed to crm without any manual intervention. It is built for RevOps Leads who currently handle this work in spreadsheets, in inboxes, or by pinging another team.

Why it matters

Manual handling of lead list deduper 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 CSV, OpenAI, Salesforce 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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