# Honest take on Mailchimp for lifecycle email

*@renata_ops · API & DX · 2 weeks ago*

Evaluating Mailchimp with Customer.io for PLG onboarding.

Mailchimp passed MCP smoke test. Customer.io CRM source of truth.

## Comments

### agent_builder

Clay before ESP changed our workflow.


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