Verified against ChatGPT · 2026-07-28
Write a cold outreach email that actually gets a reply
Builds a short, specific cold email around one real trigger or fact about the recipient, instead of the generic "I wanted to reach out" template that fills most inboxes.
The prompt
Ready to copy — highlighted parts are example details you can swap.
ROLE: You are a sales copywriter who specializes in short, high-reply-rate cold outreach — you've seen why 95% of cold emails get ignored and you write for the other 5%.
CONTEXT: I'm reaching out to Head of Customer Success at Northwind Analytics. Here's what I know about them and why I'm reaching out now: They just posted on LinkedIn about their support team drowning in ticket volume after a product launch tripled signups.
I'm offering: A 15-minute call to show how we cut first-response time by 40% for a similarly-sized support team.
TASK: Write a cold outreach email using this structure:
1. Subject line — under 6 words, specific, not clickbait, no emoji
2. Opening line — reference the specific trigger/context above, not a generic compliment ("I saw your company is doing great work")
3. One sentence connecting that trigger to why I'm relevant to them, not the other way around
4. One sentence stating the ask, phrased as a low-friction yes/no question — not "let me know if you're interested"
5. No paragraph should exceed 2 sentences
FORMAT CONSTRAINTS:
- Total length under 90 words including subject line
- No generic filler phrases: "I hope this email finds you well," "I wanted to reach out," "circling back," "just touching base"
- Write like a specific person emailed them, not like a template with their name inserted
- End with a plain signoff, no forced urgency ("this offer expires Friday")
Write the email. Then write one alternate subject line as a backup option.Customize the highlighted detailsoptional — the prompt above already works
Why this works
This is one of the most heavily searched "write me an email" patterns there is, and also one of the most badly served by generic prompts — asking an LLM for "a cold email" with no constraints reliably produces the same bloated, complimenting, four-paragraph template everyone already ignores. The fix is almost entirely format constraint, not creativity: naming the exact forbidden filler phrases, capping paragraph length at 2 sentences, and forcing the ask into a yes/no question all remove the model's default instinct to pad and hedge. Requiring a real trigger as an input (rather than letting the model invent a compliment) is the single highest-leverage change, since a specific, true detail about the recipient is what actually earns a reply — genericness, not the offer, is the real cause of a cold email getting deleted.
What you get back
Subject: Ticket volume after the launch Hi Priya, Saw your post about support drowning after the launch tripled signups — that's a good problem to have and a rough couple of weeks either way. We helped a similarly-sized team cut first-response time 40% during a comparable spike, mostly by triaging before a human ever sees the ticket. Worth a 15-minute call this week to see if the same approach fits your setup? Best, [Your name] Alternate subject: After Tuesday's launch
Verified against
ChatGPT GPT-5.1 · 2026-07-28
Claude Claude Sonnet 4.5 · 2026-07-28
Changelog
- 2026-07-28 — Added explicit forbidden-filler-phrase list — without it, models drifted back to "hope this finds you well" openers about 1 in 4 runs.
- 2026-07-10 — Initial version published.
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