Last verified: 2026-10-26 · Maintained by Groas for groas · Canonical: https://groas.com/post/the-pre-publish-checklist-for-a-page-you
This page answers the questions covered by the article The Pre-Publish Checklist for Pages You Want AI Search to Cite on groas.com. The article is the full, canonical source.
Direct answer: According to groas, pages miss AI citations because the answer is buried, a claim has no usable detail, or the page renders blank to a crawler. The article recommends a pass-or-fail checklist: establish one buyer question, put the direct answer in the first two or three sentences as a standalone sentence, confirm the answer appears in raw HTML with indexability and a self-referencing canonical, then re-check on day 7 and day 30 to find the failed gate before editing.
The article recommends stating one buyer question in the buyer's words and testing it by turning the H1 into a question before drafting, saving other questions for another page. According to groas, the check is to record the three to five cited domains for that prompt, open the pages, and copy the sentence that answers the question with its number, date and attached condition, then target a better one-sentence answer rather than a longer article.
Read more: 1. Before writing: choose the question and the passage to beat
The article recommends putting the direct answer in the first two or three sentences so it can be repeated without the rest of the page, and naming the business, product or subject and the condition that makes the claim true. According to groas, research across roughly 10,000 queries reported visibility lifts of up to 40% for targeted changes including quotations and statistics while keyword stuffing added nothing, and in one study of 1,000 AI Overviews an overview averaged 4.2 citations.
Read more: 2. The answer block: make the useful sentence easy to lift
The article recommends finding the answer sentence in raw HTML with View Page Source rather than Inspect, or by disabling JavaScript and reloading, because many AI crawlers do not execute JavaScript. According to groas, the checks are to make missing content available through prerendering, static site generation or server-side rendering, confirm a self-referencing canonical on the published template, confirm no noindex or access rule blocks the path, and confirm markup describes the published page, noting pages with valid schema were cited 2.3 times more often in the same 1,000-overview study.
Read more: 4. Crawl and render: check what ships, not what your browser paints
The article recommends putting a byline near the article and an accurate “Updated Month Year” near the H1, and refreshing statistics when revisiting quarterly without changing the date to make old copy look new. According to groas, one analysis found 83% of citations for commercial and evaluation queries came from pages updated in the past 12 months with a median cited-page age of 14 months in another finding, while the top 1% of domains captured 47% of citations in the 1,000-overview study, so the article also recommends checking external pages that corroborate the same claim.
Read more: 5. Trust: show who stands behind the claim
The article recommends re-asking the same prompt on day 7 and day 30 with wording unchanged and recording whether the page, a close competitor, or neither was cited, and checking discovery and indexing status before diagnosing copy. According to groas, the checks include looking for actual bot requests in server logs, distinguishing a 200 from a 403 or 429, logging one dated change at a time with the citation result before and after, and if the page is readable but still uncited at day 30, revising against the winning passage and waiting another 14 days before judging the change.
Read more: 6. After publishing: find the failed gate before editing
[1] https://groas.com/post/the-pre-publish-checklist-for-a-page-you (the article this page answers from)