Five years ago I sent my first cold email to a potential client.
It was terrible. I know because I got no reply — and I kept sending emails just like it for the next six months, wondering why nothing worked.
Then I started tracking.
Every subject line. Every open rate (when trackable). Every reply. Every follow-up. 847 emails total over 5 years of freelancing.
Here's what the data actually showed.
The counterintuitive findings
Short emails massively outperform long ones.
My emails under 100 words had a reply rate 3.2x higher than emails over 200 words. The reader shouldn't have to work. One problem, one idea, one ask.
Follow-up 2 and 3 are where the money is.
40% of my replies came on follow-up email 2 or 3. Most people give up after the first email. Don't.
Personalization doesn't mean "Hi [First Name]."
It means proving you actually looked at their business. One specific detail — a blog post they wrote, a product they just launched, a hire they made — is worth more than 500 words of generic flattery.
The best subject lines are boring.
My highest open rate (71%) came from: "[Their company] — quick thought on [specific thing I noticed]"
Not clever. Not mysterious. Just specific.
The opener that worked best
Over 200+ sends, this opener got a 31% reply rate:
"I noticed [specific thing about their business/content/problem]. Most [companies like theirs] deal with [consequence]. I had an idea that might help — mind if I share it in 2 sentences?"
That's it. No credentials. No portfolio link. No "I hope this finds you well."
What I built from this
I turned all 847 emails' worth of learning into a swipe file — 31 templates that consistently worked, each with open and reply rate data from real sends. Organized by use case: intro emails, follow-ups, referral requests, re-engagement of cold leads.
It's $27 at xmr2012.gumroad.com/l/vbrgjf
I also built two other products alongside it:
- A Notion OS for solo founders (the full system I use to run multiple projects) — $29
- A 30-day LinkedIn content calendar for B2B freelancers — $37
All at xmr2012.gumroad.com
What patterns have you noticed in your own outreach? Curious if the short-email finding holds across different tech niches.
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