Use this recipe when you need a repeatable lead-to-message path for SDR workflows.
Workflow
- Enrich each row with role and company context.
- Generate a concise opener from the enriched context.
- Produce a short sequence that is ready for outbound review.
Run a 1-5 row pilot first, inspect output quality, then scale the file.
Claude Code Prompt
Use outreach.csv and build an outreach-ready output with Deepline.
For each row:
1) enrich account/person context
2) generate a concise opener
3) generate a 3-step outbound sequence
Pilot on rows 0-5 and write to outreach-ready.csv.
Require output fields:
- personalization_signal
- opener
- sequence_step_1
- sequence_step_2
- sequence_step_3
After execution, show:
- quality notes for each generated message
- rows that need human review
- recommended adjustments before full-file run
Expected Output
people: search context for the account/role.message: first-line opener candidate.sequence: structured 3-step sequence draft.
This flow can consume paid provider credits. Confirm billing limits before full-file runs.
