Skip to content

Draft A/B ad copy with AI

Give it the product, audience and channel, and you'll have copy from several different angles in minutes.

BeginnerMarketers

12 minAs of Oct 2026

By the end of this guide

  • Brief an assistant on product, audience, channel and goal, and get usable copy drafts back.
  • Split requests by angle — benefit, myth-busting, user results — to get variations worth testing.
  • Fit copy to character limits and catch unsupported numbers or exaggerated claims.
Illustration of two ad variants branching from a product card, beside a bar chart comparing their results
Illustration: AI Ping

Who this is for

  • Marketers who write every round of copy from scratch
  • Anyone who needs many variations to A/B test, quickly

What you need

  • Any chat assistant
  • Your product brief and past campaign results, if you have them

Step by step

  1. Lay out the product, audience and channel

    The same product needs very different copy on an Instagram feed and in a search ad. Say who will see it, and where, first.

    Example prompt
    Product: a 10-minute home workout app for busy professionals
    Audience: people in their 30s who feel they have no time to exercise
    Channel: Instagram feed ad
    Goal: sign-ups for a 7-day free trial
  2. Ask for different angles

    "Write five headlines" tends to produce five similar lines. Naming angles — benefit, objection handling, social proof — gives you variations actually worth testing.

    Example prompt
    Using the brief above, write ad headlines — one per angle:
    1) Time-saving benefit
    2) Breaking the myth that workouts must be long
    3) Results other users have seen
    Add one line on who each headline is likely to work for.
    Example AI reply

    1) Time saved: "Ten minutes before work is enough" — for people who keep putting exercise off because they're busy.

    2) Myth-busting: "Forget the idea that a workout has to be long to work" — for people who started, then quit for lack of time.

    3) User results: "Ten minutes a day, a different morning a month later" — for people who need to see change before they act. Swap in real reviews or data if you have them.

  3. Fit the channel's limits

    If the channel has character limits, give the exact number. Once the length fits, read the lines aloud and ask for fixes where they sound off.

    Channels also count differently — Google Ads, for instance, counts each character of some languages, such as Korean, as two.

    Example prompt
    Give me three versions of headline 2 in 40 characters or fewer, including spaces.
    Example AI reply

    Workouts don't have to be long (30 characters)

    Long workouts aren't the only way (33 characters)

    Ten minutes beats the workout you skip (38 characters)

    Check it

    • Assistants often miscount characters. Check with a character counter, using the channel's own counting rules.
    • Read each line aloud and ask again only for the parts that trip you up.
  4. Check facts and claims

    AI can invent convincing numbers and results. Always check that no unsupported figures or exaggerated claims, like "lose 10 pounds in two weeks," have slipped in.

    Claims to catch, and safer rewrites
    What the AI might writeProblemSafer version
    Lose 10 pounds in two weeksUnsupported numberTen minutes a day you can actually keep up
    Guaranteed results for everyonePromised or exaggerated effectA routine that survives your busiest days
    Chosen by 100,000 usersUnverified track recordUse only with real data

    Check it

    • Match every sentence with a number or a promised effect against evidence — internal data or real reviews.
    • Advertising law generally requires evidence for factual claims before the ad runs — in Korea, under the Fair Labeling and Advertising Act. Health, finance and other regulated areas have extra rules, so involve legal too.

Common mistakes

  • Asking for "good copy" without an audience or channel
  • Running AI-added numbers or claims without checking them
  • Launching every variation at once so you can't tell what worked

References

Keep learning

  • How-to guide12 min

    Define and test three customer personas

    Turn a summary of your reviews, support tickets and surveys into three personas with AI, separate evidence from assumptions, and test the assumptions before you spend money on them.

    BeginnerMarketers
  • How-to guide14 min

    Image prompt basics for designers

    Just ordering your prompt as subject, style, composition and light makes a difference. Here's how to write prompts that multiply your concepts fast.

    BeginnerDesignersMarketers