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Play · Cold email
For sellersFor sales leadersClay + AI email prompt

Let AI filter a huge list down to A-tier accounts, then send a 100-contact test batch first

Picked and checked by Olga Pearson, SalesUpLevel

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The resultas reported

Reported by 30MPC's founder: 6,092 personalized cold emails reached a 1.9% reply rate by the end of the campaign, against the 1% benchmark he uses. He says 40% of the negative replies came from stale data a 100-contact test batch would have caught.

Armand Farrokh took a list of 224,000 contacts and used AI columns in Clay to filter out duplicates and keep only sales leaders with 10+ reps, at companies where 3+ reps had used 30MPC content. An AI prompt then drafted each email from four inputs. They sent from 20+ warmed-up domains.

By Armand Farrokh, Founder of 30 Minutes to President's Club (30MPC) · 30MPC newsletter ↗ · Feb 26, 2026

If you sell: filter first, then write

  1. Start with your full contact list and write down the filters that make an account A-tier (title, team size, signs they already know you).
  2. Add one AI or enrichment column per filter, and add a column that checks the person still works at that company.
  3. Build the drafting prompt from 4 inputs: your best writing on cold email, everything about your product, examples of personalization triggers, and 2-3 finished emails you like.
  4. Send a test batch of about 100 contacts first. Read every negative reply and fix the data before you scale.
  5. Send from many warmed-up domains: warm each for about 2 weeks at 20-40 emails a day, then send no more than 50 per domain.
  6. Track reply rate, not open rate.
Copy-paste prompt · Our prompt (the source lists the 4 inputs, not the prompt text)
Write a cold email to [name], [title] at [company].
What we sell: [paste product description and the outcome in numbers].
How we write cold email: [paste 1-2 of your best guides or rules].
Personalization triggers we have for this person: [e.g. 3 people on their team use our content; they downloaded our report].
Examples of finished emails we like: [paste 2-3].
Rules: under 90 words, tie together the triggers above in one natural line, one soft question at the end, no em dashes. If a trigger is missing, leave it out. Do not invent facts.

If you lead a team: roll it out

  1. Have one ops person own the filter columns and the domain setup.
  2. Make a 100-contact test batch a rule before any campaign goes out to thousands.

Watch out for

  • 30MPC ran this with help from the Clay team, who built the filter columns, so the setup time may be longer on your own.
  • The reply rate was 1.1% when he recorded the video and 1.9% at the end of the campaign. These are reply rates, not positive reply rates.
  • He still edits AI drafts by hand and calls out AI tells like em dashes.

Source: Armand Farrokh, 30MPC newsletter, Feb 26, 2026. Results are as reported by the source; we did not measure them.

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