Why it matters.
AirOps reported on 12 March 2026 that of 548,534 pages ChatGPT retrieved, only 15% were cited in the final answer. Pages whose titles overlapped with the query by 50% or more were cited at 20.1%, against 9.3% for pages with under 10% overlap.
Being read is not the same as being quoted. Matching the question in the heading and answering it straight away gives the engine a passage it can lift whole.
The 10-minute self-check.
Pick one important page and read only the first sentence under each heading:
- Does each first sentence answer the heading’s question?
- Are numbers stated with their unit, date and source in the same paragraph?
- Could each section be quoted alone without misleading anyone?
- Do the headings read like questions or clear statements, not labels?
Steps.
- Rewrite each heading as the question or claim the section answers.
- Move the answer to the first sentence. Put context and caveats after it.
- Keep facts self-contained: “6.7x, 3.45K to 23.1K, last three months against the previous three, captured 4 September 2026” rather than “as shown above”.
- Split sections that answer two questions into two sections.
- Open the page with a two- or three-sentence short answer to the page’s main question.
This is the passage standard we use across our AI search visibility work.
What we saw on prolinkage.com.
How to measure it.
- Quoted passages: which sentences engines lift from your pages. Monthly.
- First-sentence audit: share of sections whose first sentence answers the heading. Per page, at each edit.
- Search Console: query match for each page’s main question. Monthly.
Sources.
- AirOps, Influence of retrieval, fan-out and Google SERPs on ChatGPT citations, 12 March 2026.
- Prolinkage change log: 14 Insights articles published (article-route-pack-1), 7 November 2026.
- Prolinkage AI self-test (ChatGPT, Perplexity, Google AI Overview, one run each), 6 November 2026.
- Prolinkage claims registry FT-04, captured 4 September 2026.