Competitor outbound, in one prompt

The 5-tool problem

Building an outbound campaign manually looks like this:

1. Apollo or LinkedIn Sales Nav to build the list
2. Hunter or Prospeo to find emails
3. ZeroBounce or NeverBounce to verify
4. ChatGPT or Claude to write personalized lines
5. Instantly or Lemlist to send

Each tool has its own login, billing model, and export format. A 200-contact campaign takes 2-3 hours of tab-switching.

How to build a campaign in one prompt

Step 1: Describe your ICP

Claude Code reads the Deepline campaign builder skill and runs:

deepline enrich --input icp-search.csv --output campaign.csv \
  --with 'contacts=apollo_org_search:{"person_titles":["VP Engineering"],"num_employees_ranges":["100-500"]}' \
  --with-waterfall email \
  --with 'verify=leadmagic_email_validation:{"email":"{{email}}"}' \
  --with 'personalize=deeplineagent:{"prompt":"Write a 15-word personalized opener for {{first_name}} at {{company}}"}' \
  --rows 0:4

Step 2: Review the pilot

Deepline runs 5 contacts first. You see:

• Each contact with verified email
• The personalized first line
• Credits used

Step 3: Scale to full list

Claude Code continues with the full run and sequences:

deepline enrich --input icp-search.csv --output campaign.csv \
  --with 'contacts=apollo_org_search:...' \
  --with-waterfall email \
  --with 'verify=leadmagic_email_validation:...' \
  --with 'personalize=deeplineagent:...'

deepline enrich --input campaign.csv \
  --with '{"alias":"push","tool":"instantly_add_to_campaign","payload":{"campaign_id":"eng-leaders-q2","leads":[{"email":"{{email}}","first_name":"{{first_name}}","last_name":"{{last_name}}"}]}}'

Results land in your sequencer ready to send.

What happens under the hood

Cost breakdown

Personalization adds ~0.1 credits per contact. Sequencer push is BYOK; managed mode meters provider calls.

Who uses this

• GTM engineers building repeatable outbound systems
• Founders running founder-led sales
• Agencies spinning up campaigns across multiple clients

Deploy as a weekly workflow

Once the one-off works:

Claude Code applies the workflow definition:

deepline workflows apply --payload '{"name":"eng-leaders-campaign","trigger":{"type":"cron","schedule":"0 8 * * MON"},"steps":[/* search + enrich + personalize + push */]}'
# Configure recurring runs and notifications via the dashboard at /workflows

Fresh leads, fresh personalization, every week. Run history in the dashboard.

Common questions