Key takeaways
- Your LinkedIn Connections export is free, first-party, and 1st-degree only: Me > Settings & Privacy > Data Privacy > Get a copy of your data. It arrives as a CSV in about 10 minutes to 24 hours. Delete the notes rows above 'First Name' and the columns snap into place.
- The export is a shortlist tool, not a message source. It gets you from 1,400 people to 20. Then you close it and read those 20 live profiles, because name plus company plus title is far too thin to write anything a human would answer.
- Vendor-reported benchmarks put 1st-degree reply rates around 16.9%, versus roughly 2% to 5% for a genuinely cold DM. The same data says an out-of-contact 1st-degree connection replies more like 5% to 15%, so personalization is what matters.
- 'Connected On' is the most useful column. Very recent and very old both score well. The dead middle, connected a year ago and never spoken to, is the worst of both worlds.
- Run every message through the swap test and the screenshot test before you send. If another name still fits, or you'd wince at it being posted publicly, it isn't ready.
- The most valuable output of any ranking pass is the do-not-message list. The names you cross off protect relationships you spent years building.
- LinkedIn automation violates the User Agreement (Section 8.2). In March 2026 LinkedIn removed vendor HeyReach's company page and banned executives' personal profiles, while the software kept running for customers. Nobody outside LinkedIn knows why it happened: the cloud-proxy explanation you'll read everywhere comes from competing vendors, not from LinkedIn and not from reporting.
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Questions people ask
Is exporting my LinkedIn connections against LinkedIn's rules?
Can I just write my LinkedIn messages straight from the CSV export?
Why are most of the email addresses in my Connections.csv blank?
My Connections.csv opens as one giant messy column. What did I do wrong?
How many LinkedIn messages can I safely send in a day?
Is a tool like HeyReach or Dux-Soup safe to use in 2026?
Should I buy Sales Navigator instead?
Does using AI to write the message make it fake?

Ronnie spent 18 years building a SaaS with a team of 20 that served over 650,000 customers, generated over $14M in sales, and sent over 550M emails. Now he's solo, solving real business bottlenecks and turning them into working AI skills, workflows, and automations. He teaches all of it, with direct access to him, inside the Solo Creators AI Studio Skool community. See what he's built →
Michael HattawayFounder, Iron Strengthens Iron