LinkedIn cold outreach system
Two n8n workflows. The first finds leads on LinkedIn and writes each one an email that refers to something they actually posted. The second sends those emails one at a time and keeps the sheet honest.
- Trigger
- manual search, then a daily send job
- Cap
- 100 emails a day
- Spacing
- 30 s between sends
- Cost
- about $3 per 100 leads
Why it exists
I wanted outreach that reads like I wrote it, without spending a day writing a hundred emails. Most tools send the same template to everyone and people can tell.
How it runs
Search
Apify searches LinkedIn for a keyword like "founder fintech" and returns up to 300 profiles with names, titles, companies and emails.
Filter
Duplicates, companies I don't want to contact and anyone without an email are dropped.
Read their posts
For each lead the workflow pulls their last five LinkedIn posts. This is what makes the email specific to the person.
Write the email
Claude gets the bio, title, company and posts and writes a short email that refers to something the person said. The prompt bans buzzwords, asks for contractions and keeps it under a few lines.
Save
Everything lands in a Google Sheet: name, email, subject, body, a connection note, a lead score and a status of "new".
Send
The second workflow reads the sheet, takes the "new" rows, stops at 100 for the day and sends each one through Gmail with 30 seconds between sends.
Mark sent
After each send the row flips to "sent", so nobody gets the same email twice.
What came out of it
The first run sent 91 emails. Two people replied within 24 hours, one of them booked a call.
Could you share more use cases and examples? I'm super curious about this.
Asked for a resume and a WhatsApp number. Call booked within 24 hours.
Notes
Two replies from 91 sends is a small sample, so I'm not calling it a reply rate yet. The 30 second spacing and the daily cap are what keep the Gmail account safe. The search step is the part that needs the most care, because LinkedIn limits how much you can pull.
Stack
- n8n
- Apify (LinkedIn search, post scraper)
- Claude API
- Gmail
- Google Sheets
- Python
Want something like this built?
Tell me what you're trying to automate. Most things can be built in a week or two.