🧪Offer, Headline & Pricing Testing

Generating 100 Headline Variations and Letting AI Rank Them

Generate and rank headline options with AI using clarity, differentiation, and proof-based scoring, then test the top candidates with real traffic.

Quick Answer

For search, voice, and "just tell me what to do".

Use AI to generate headline families, score them with strict criteria, then run a small test to confirm which headline creates action.

Key Takeaways:

  • Headlines are promises + specificity.
  • Ranking works when criteria are strict.
  • Test with real behavior, not opinions.
  • Keep a library of winning structures.

Playbook

1

Define criteria: clarity, specificity, audience fit, differentiation, believability.

2

Ask AI for 100 headlines across 5 styles (direct, contrarian, story, outcome, mechanism).

3

Have AI score each headline against your criteria and explain why.

4

Pick top 5 and test on a landing page or email.

5

Save the winning pattern for future campaigns.

Common Pitfalls

  • Choosing the cleverest headline instead of the clearest.
  • Testing headlines without matching page copy.
  • Ignoring believability and proof.

Metrics to Track

Landing page CTR

Signup rate

Sales page conversion

Scroll depth

FAQ

What makes a headline high-converting?

Clarity, specificity, and relevance to the reader's problem-plus a believable mechanism or proof signal.

Should I use curiosity headlines?

Sometimes. They can boost clicks but may reduce conversions if the page doesn't deliver quickly. Test against direct clarity headlines.

Where should I test headlines first?

Email subject lines and landing page hero headlines are the fastest places to gather signal with minimal engineering work.

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Salarsu - Consciousness, AI, & Wisdom | Randy Salars