Lesson Guide

Know Which Ad Copy Will Win Before You Spend a Dollar

A/B testing tells you what worked after you spent the budget. Anyword's predictive scoring tells you before you post — which headline will get more clicks, which CTA will convert better, and which angle your specific audience will respond to most.

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Try this starter prompt

Copy and paste this into ChatGPT or Claude with your details filled in. It's a simplified version — the full prompt chain is in the app.

5-Angle Copy Generator
Help me write copy variations to test in Anyword.

Ad type: [Facebook Ad / Google Search Ad / Email Subject / Landing Page Headline]
Product/offer: [ONE SENTENCE about what you're promoting]
Target audience: [SPECIFIC — e.g. "B2B founders running paid acquisition for the first time"]

Write 5 variations of the [AD TYPE] for this offer, each using a different angle:
1. Outcome-focused (what they gain)
2. Pain-focused (what they avoid)
3. Social proof (others are already using it)
4. Curiosity-gap (makes them want to know more)
5. Contrarian (challenges a common belief)

Then predict which will score highest in Anyword and why.

→ Get the full predictive copy testing workflow in AI School

How it works

  1. 1

    Write 5 copy variations using the 5 angles above for your most important ad

  2. 2

    Run them through Anyword's Performance Prediction tool

  3. 3

    Launch the top 2 scorers as an A/B test with equal budget

  4. 4

    Feed the winner back into Anyword to generate improved variations

What you'll build in the app

Project

Get the full predictive copy testing system — angles, Anyword workflow, and iteration framework — inside AI School.

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