Most AI headline generators produce variations of the same generic patterns: "Revolutionize your X with AI", "Unlock the power of Y", "The future of Z is here." These score in the bottom quartile of every dimension we measure: vague, undifferentiated, no specific outcome, no named audience. They sound polished but say nothing.
The roast.page headline generator is calibrated against 1,000+ landing pages we've analyzed. It generates the patterns that actually score in the top quartile — specific outcomes, named audiences, concrete numbers, distinctive voice. Then it scores each option against our 8-dimension framework so you can pick the one that performs, not just the one that sounds good.
What "good" actually looks like in our data
Across our 1,000-page analysis, the highest-scoring headlines share four traits:
- Specific outcome — "Cut your AWS bill 40% in one afternoon" beats "Reduce cloud costs"
- Named audience — "for engineering teams stuck on legacy infrastructure" beats "for everyone"
- Concrete proof embedded — "Used by 2,400 teams" or "Saved $6M last quarter" within the headline cluster (H1 + sub)
- Distinctive voice — sounds like a senior practitioner, not a marketing department
Pages with all four score 14 points higher on Copy & Messaging than pages missing any one of them. That's the gap we're optimizing for.
How it works
Paste your existing headline, describe your product in one sentence, name your target audience. The generator produces 8 variants across four patterns (outcome-led, audience-led, proof-led, contrast-led), then scores each against our framework. You pick the one that fits, then run our headline analyzer for a final calibration check.