Heading Optimizer
AI-powered heading optimization using pairwise ranking
GenerateCreates diverse heading variants using AI
CompareAI compares pairs head-to-head
ScoreReadability analysis (Flesch-Kincaid)
RefineBeam search mutations
SelectReturns Pareto-optimal winner
- •Algorithm optimises for query fan outs, readability, and AGREE citation grounding - Google/DeepMind.
- •Ensures your headings (titles, H1s–H4s) are optimised for AI agents while maintaining natural, readable content for an excellent reader experience.
- •Uses pairwise ranking with log probabilities to measure AI preference strength, then applies iterative beam search to refine top candidates across multiple rounds.
Example
“AEO Tips”
→
“7 Proven AEO Tips to Boost Your AI Visibility”
Heading Level
Article Level
Example Output
Rankings
Optimization scores by variant
11 evaluated
Top ranked
Other variants
Original
All Rankings
| # | Heading | Wins | Read. | Score | |
|---|---|---|---|---|---|
7 AEO Strategies to Get Your Content Cited by AI Chatbots 8 92 92 | |||||
2 How to Optimize for ChatGPT and Perplexity: Complete Guide 6 88 85 | |||||
3 Answer Engine Optimization: What You Need to Know in 2024 5 86 79 | |||||
4 Master AEO: Get Featured in AI-Generated Answers 4 82 71 | |||||
5 Why Your Content Needs AEO in 2024 3 80 65 | |||||
6 The Ultimate AEO Checklist for Content Teams 3 81 63 | |||||
7 AEO Basics: A Simple Introduction 2 76 55 | |||||
8 AEO Tips 2 68 52 | |||||
11 variants analyzed · 6 pruned · 12.4s