Clean Customer Import

Trim, fill a name from fallbacks, then normalize email/phone/company.

1. 01
   Transform

   • Trim stray whitespace from every field.
2. 02
   Transform

   • Fill "name" from the first available of name, full_name, and contact.
3. 03
   Normalize

   • Standardize "email" into a consistent email format.
   • Standardize "phone" into a consistent phone format.
   • Standardize "company" into a consistent company format.

Is this recipe ready to run?

Yes. This recipe is stable — every step maps to a shipped capability, so it runs and returns structured records today.

Can I customize the steps?

Yes. A recipe is a starting configuration. Install it into a project and you can add, remove, or reorder steps to match your own data.

What does it cost to run?

Recipes run on the same usage-based pricing as every capability. Start free with 1,000 usage units a month across everything — no credit card required.

How do I run it?

Install the recipe into a project from your dashboard to get a saved pipeline, then call it over the REST API, an SDK, or MCP — one request in, clean records out.

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