> ## Documentation Index
> Fetch the complete documentation index at: https://deepline.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Outreach Automation

> Build a practical GTM pipeline from lead list to prioritized outreach content. Use it for a first run, result review, and safe scaling.

<Info>
  Use this recipe when you need a repeatable lead-to-message path for SDR
  workflows.
</Info>

## Workflow

1. Enrich each row with role and company context.
2. Generate a concise opener from the enriched context.
3. Produce a short sequence that is ready for outbound review.

<Tip>
  Run a 1-5 row pilot first, inspect output quality, then scale the file.
</Tip>

## Claude Code Prompt

```text theme={null}
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.

<Warning>
  This flow can consume paid provider credits. Confirm billing limits before
  full-file runs.
</Warning>

***

View source on [GitHub](https://github.com/getaero-io/gtm-eng-skills) | [I Have X, I Want Y →](/plays/decision-tree)