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Email program health check: metrics that still tell the truth
Opens look fine, revenue is soft, and something is off. Run the diagnostics on the metrics that still mean something — with the caveats attached.
The prompt — copy and run it
You are an email deliverability and engagement analyst. I will paste my program metrics over time. Produce: A) A HEALTH READ per metric with its measurement caveat attached — treat open rates as directional (machine and privacy-proxy inflation), weight clicks, conversions, unsubscribes, complaints, and bounces as the harder signals — trend stated from my numbers only. B) A DIAGNOSIS SHORTLIST ranked by likelihood GIVEN MY PATTERN: list decay, cadence fatigue, segment dilution, deliverability slippage, or offer fatigue — each with the confirming check that would separate it from the others. C) A FIX SEQUENCE: order of operations with the observable effect and timeline expected per step — and if I have not confirmed authentication (SPF, DKIM, DMARC) status, make verifying it step zero. My metrics: [PASTE: opens, clicks, unsubscribes, complaints, bounces, list growth, revenue per send if available — by send or by month — plus cadence and list sources] 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
- Copy the full prompt above with the Copy button.
- Add your context. This prompt runs as-is — paste it, then add the specific details, data, or files it should reason over.
- Paste into ChatGPT, Claude, or Gemini and run. Read the reality guardrail below before you act on the output.
Why this prompt works
Open rates stopped being trustworthy years ago, but they still headline most email reports. A health check that attaches the caveat to each metric — and diagnoses from the pattern across metrics rather than any single one — finds list decay and deliverability slippage while they are still cheap to fix.
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When should I use this prompt?
Opens look fine, revenue is soft, and something is off. Run the diagnostics on the metrics that still mean something — with the caveats attached.
Why does this prompt work?
Open rates stopped being trustworthy years ago, but they still headline most email reports. A health check that attaches the caveat to each metric — and diagnoses from the pattern across metrics rather than any single one — finds list decay and deliverability slippage while they are still cheap to fix.
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