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Using AI to draft ad copy variants, with a review workflow

Workflow · 2 min read · Updated 2026-10-06 · By the Cofoundr team

Quick answer

Use AI to widen your options, not to decide. Give it the offer, audience, tone and banned claims, ask for variants in a fixed format, then review each for accuracy, policy and brand fit before anything goes live. Test a few at a time.

AI is quick at producing ten angles on an offer. It is also quick at producing claims you cannot make. A short brief and a firm review step give you the speed without the risk, and keep the final judgement with a person who knows the client.

Write a proper brief

Ask for a fixed structure

Request each variant as headline, primary text and call to action, with a one-line note on the angle. A fixed format makes variants easy to compare and paste into the ads.

The review checklist

Test sensibly

Use data to brief the AI

Tell the AI which ads worked and where viewers dropped off, so its drafts build on evidence. Creative Diagnostics in Cofoundr scores your top ads by hook rate, hold rate and click-through and says where viewers leave. See hook rate and hold rate.

Free toolHook rate and hold rate calculator

Frequently asked questions

Can AI-written ads be used as they are?

Treat them as drafts. A person should check claims, policy and brand fit before anything is published.

How many variants should I test?

A small number, with one variable changed at a time, so each result teaches you something.

Does Meta allow AI-written ad copy?

Ads must follow Meta's advertising standards however they are written. Check the current policies, and remember you are responsible for the claims.

Next in AI for agenciesWhat AI Should Never Do on a Client's Ad Account

Related guides

AI Prompts for Meta Ads Analysis (ChatGPT, Claude)Hook Rate and Hold Rate for Meta Video AdsConnect Claude and ChatGPT to Meta Ads (MCP)

Stop losing 12 days a month to manual work

Where the 12 days go, for an agency running 4 Meta ad accounts

Checking every account, every day
22h
Cofoundr: Morning Intelligence
Working out what changed and why
44h
Cofoundr: Wasted Spend Detective and Account Health Score
Building client reports
28h
Cofoundr: Automated Client Reports
94ha month, about 12 working days

Scenario: 15 minutes of checking and 30 minutes of diagnosing per account per day over 22 working days, plus 2 reports per account at 3.5 hours each. Your numbers may differ.

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