template - CRM lead source normalization with AI

CRM lead source normalization with AI prompt pack

Normalize messy lead source values into clean reporting categories before CRM import or dashboard updates. This page is built for RevOps, sales ops, marketers, founders who need to make CRM lead source reporting more consistent.

Copy-ready prompt pack

Normalize these CRM lead source values into approved reporting categories.

Create a lead source mapping table and flag ambiguous values.

Prepare these lead source fields for CRM import without guessing.

Act as an operations assistant. Help me make CRM lead source reporting more consistent. Use this source material: [paste source]. Return: summary, issues found, recommended fix, and a reusable template.

Review this crm lead source normalization with ai workflow for missing details. Ask up to five clarification questions before producing the final output.

Convert these rough notes into a repeatable SOP for RevOps, sales ops, marketers, founders. Include trigger, inputs, steps, review rules, and output format.

How to adapt the pack

Replace the bracketed details with your real columns, policies, examples, and output format. Keep one approved prompt per recurring task so the team can reuse it without rewriting instructions.