To get recommended by ChatGPT, make your page the easiest source to quote for the exact question a buyer asks: open with a one-sentence direct answer, add specific statistics and cited sources, structure the page with clear headings and an FAQ, and keep it fresh. This is not a guess — the peer-reviewed Princeton/Georgia Tech/IIT Delhi study (Aggarwal et al., KDD 2024) found that adding statistics lifted a source's visibility in generative answers by up to 41%, adding quotations by ~28%, and citing sources by up to 115% for lower-ranked pages, while keyword stuffing performed worse than making no change at all. And ranking #1 is not enough: Surfer's November 28, 2025 study (Joshua Hardwick, 173,902 URLs) found 67.82% of AI Overview citations don't rank in Google's top 10, meaning citation-shaped content — not just rank — is what wins the mention.
The 7 steps
1. Lead with a one-sentence direct answer
Put the answer to the target question in the first sentence, in plain language, before any preamble — answer engines quote the passage that most cleanly resolves the query. If a reader can't tell what the page's answer is from sentence one, neither can a model assembling a response.
2. Add specific statistics with sources
The single highest-return change in the only peer-reviewed GEO study: statistics addition, +41% visibility (Aggarwal et al., KDD 2024). Replace vague claims ("many teams," "significant growth") with attributed numbers, and date them.
3. Add quotations and cite sources
Quotation addition (~28%) and citing external sources (up to +115% for lower-ranked pages) were the next strongest levers in the same study. A page that shows its evidence reads as quotable evidence itself.
4. Structure for extraction
Use descriptive H2/H3s, short paragraphs, a comparison table where relevant, and an FAQ — the passage shapes engines reach for. One idea per paragraph; the table and FAQ give a model self-contained blocks it can lift.
5. Cover the fan-out, not just the head term
Surfer found pages ranking for fan-out queries are 161% more likely to be cited; answer the sub-questions a buyer would ask next (pricing, comparisons, "is it worth it," "for whom"), on the same page or tightly linked ones.
6. Keep it fresh and consistent
Freshness correlates with citations; keep facts, prices and dates current and consistent across the page, and show a visible "last verified" date. Stale numbers get a page quietly dropped from answers.
7. Test the rewrite, then re-test
Don't guess whether your new copy is more citable — measure it. Run the page through a free AI visibility optimizer that rewrites and re-tests copy (Metricus Forager is free, no card), then iterate. For a one-time documented before/after audit of a priority page, the Metricus Snapshot is $499 one-time with no subscription.
The numbers behind the steps
- Aggarwal et al., GEO: Generative Engine Optimization, KDD 2024: statistics addition +41%, quotation addition ~28%, citing sources up to +115% for lower-ranked pages; keyword stuffing performed below baseline; overall visibility boost up to 40% across ~10,000 tested queries.
- Surfer (Joshua Hardwick), November 28, 2025, 173,902 URLs: 67.82% of AI Overview citations don't rank in Google's top 10; ranking for fan-out queries makes citation 161% more likely.
- Seer Interactive, September 2025: organic CTR falls 61% when an AI Overview appears — being the cited answer, not just a blue link, is the traffic.
Not sure which free tool to test with? See best free AI visibility tools 2026. Selling products? Start at how to optimize product pages for AI search.