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"Write a cold email" — why it reads like every other cold email

The cold outreach prompt that produces templated openers, and a rewritten version built around a specific reason for contact.

The prompt, as typed

Write a cold email to potential customers about our services. Make it personalized.

What it leaves the model to guess

• Who specifically, and why them right now
• What you know about them that is actually specific
• The ask — a meeting, a reply, a click
• Length, and what the email must not claim

Graded before and after

Both versions below were scored by the same rubric the free prompt grader runs.

The rewritten prompt

Write a first-touch cold email.

Recipient: {{role}} at {{company_type}}
Trigger — the specific reason for contacting them now: {{trigger}}
What we do, in one plain sentence: {{value_line}}
Ask: {{ask}}

Output: subject line under 45 characters, body under 90 words.

Structure: open with the trigger, not with us. One sentence on relevance.
One specific ask with a low-effort yes.

Tone: {{tone}} — plain, not clever. Channel: cold email, first touch.

Constraints: no "I hope this finds you well", no "quick question", no claims
about their business we cannot support from the trigger above, no more than
one link.

Write 3 variants and rank them by how specific the opening line is to this
recipient. Explain the ranking in one line.

This email succeeds if the recipient could not receive the same text from a
competitor. If the trigger is weak enough that the email would read as
generic, say so instead of writing it.

Why the rewrite works

The last instruction matters more than it looks. Telling the model it may refuse gives you a signal about your own inputs — if it declines, the problem is that you had no real reason to contact this person, which no amount of rewriting fixes.