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Subject line lab: psychological drivers, not synonyms

The send is tomorrow and 'Newsletter #47' will not cut it. Generate subject options grouped by driver, with honest over-promise flags.

The prompt — copy and run it

You are an email copywriter running a subject line lab. I will describe the email and audience. Produce:

A) TWELVE SUBJECT LINES in a table, grouped by psychological driver — specificity, curiosity gap, outcome promise, timeliness, social proof — each with a matching preheader and a one-line rationale. Hard rule: every promise must be redeemable by the email content I described. If the content cannot cash the promise, the line is bait — do not write it.
B) FLAGS per line: spam-trigger risk, over-promise risk, and fatigue risk against the recent sends I listed.
C) THE A/B PICK: the two lines to test and the single hypothesis that comparison isolates.

My inputs: [DESCRIBE: what the email contains, audience, brand voice notes, recent subject lines sent, past winners if known]

Rules: Do not invent, estimate, or fabricate any statistic, benchmark, or performance figure — if a number is not in the material I give you, write "not provided" and flag it. Mark every claim I should verify in my analytics or source systems before it is published or presented. Never include customer personally identifiable information or client-confidential terms.

How to use this prompt

  1. Copy the full prompt above with the Copy button.
  2. Add your context. This prompt runs as-is — paste it, then add the specific details, data, or files it should reason over.
  3. Paste into ChatGPT, Claude, or Gemini and run. Read the reality guardrail below before you act on the output.

Why this prompt works

Subject line lists are everywhere; subject lines grouped by driver with a redeemability rule are not. The bait test — can the email cash the promise? — protects the metrics that matter (retention, second-open behavior, complaint rate), not just today's open rate.

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Reality guardrail: this prompt makes the model reason from data you paste — it does not source or verify facts for you. Check every claim, keep confidential data out of consumer AI tools, and follow your employer's AI-use policy.

Frequently asked

When should I use this prompt?

The send is tomorrow and 'Newsletter #47' will not cut it. Generate subject options grouped by driver, with honest over-promise flags.

Why does this prompt work?

Subject line lists are everywhere; subject lines grouped by driver with a redeemability rule are not. The bait test — can the email cash the promise? — protects the metrics that matter (retention, second-open behavior, complaint rate), not just today's open rate.

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