Use 'best X' / comparison phrasing in titles when accurate
For recommendation prompts, ChatGPT often cites 'best X' list pages, so titles that honestly match that phrasing may be retrieved more. Evidence is descriptive, and self-ranking yourself #1 is not shown to work.
Real evidence that depends on platform/context, or sources conflict.
Depends on platform/context, or sources conflict. Correlational unless noted.
What the free check looks for
- Check <title>/H1 for comparison intent terms (best, vs, alternatives, top, review) relative to page type; informational only — suggest, don't penalize.
Caveats
- — Correlational studies dominate this field. AI citations churn: a small 15-prompt preprint (arXiv 2609.22655; the author sells AI-visibility tooling) saw each engine's cited URL set change by about 67% on average from one day to the next, with under 1% URL overlap across engines. Toronto (2610.15033) found only about 40% of the within-site pattern of ChatGPT citations still held two weeks later, and 14% after ten weeks. Re-verify yearly.
- — Included in the free page check.
Studies and docs
2025
'Best X' blog lists were 43.8% of page types ChatGPT cited across 750 recommendation prompts (software, products, agencies).
2026
Directional pilot of 18 AI answers: 'best X' prompts mostly cited listicles; 'X alternatives'/'vs' prompts mostly cited comparison pages.
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