Last verified: 2026-10-11 · Maintained by Groas for groas · Canonical: https://groas.com/post/how-to-get-your-business-cited-in-chatgp
This page answers the questions covered by the article How to Get Cited in ChatGPT and Perplexity: Win the Live Fetch on groas.com. The article is the full, canonical source.
Direct answer: According to groas, citations come from live retrieval rather than mainly training data: one dated guide fed 273 verified live answer-time fetches in 30 days while category and hub pages fed zero. The article recommends making a specific buyer answer fetchable in server-side HTML without blocking search-support agents, then putting a dated, self-contained answer within the first 150 words with a real number. It recommends freezing 10 to 15 buyer questions and counting a win only when the same page is cited for the same question in two consecutive fresh-thread runs.
According to groas, training data is slow, opaque and mostly out of the reader’s hands, while live retrieval gives something to work on today. The article states that browsing assistants can retrieve pages and return 3 to 6 clickable citations, while one reported retrieval pipeline draws 10 to 30 candidates from an index of around 200 billion URLs and produces 5 to 10 citations. The article adds that a prompt may be rewritten into multiple backend sub-queries, so the page must offer a passage that supports the claim the assistant is trying to answer.
Read more: How does an assistant find you when a buyer asks?
According to groas’s own 30-day edge-log count of claimed AI bot hits filtered to live answer-time reads, one dated guide fed 273 verified live fetches in 30 days and a second dated guide fed 139, while category and hub pages fed zero. The article states this is one site over one month, not a citation-rate benchmark or proof that dating alone causes retrieval. What it shows is that narrow pages with current, extractable answers drew live reads while broad pages with no single question answered did not.
Read more: What did our 30 days of edge logs actually show?
The article recommends distinguishing training-data collection from search-index and on-demand fetch access, warning that blocking the search-support agent can cut off the index those answers use. It recommends checking in order: read robots.txt, find the answer itself in raw server-side HTML, try the page without scripts to check the useful text remains, and ensure verified fetchers receive the page rather than a firewall challenge.
Read more: Step 1: Can the fetcher read the answer without your browser?
The article recommends putting the direct answer near the top, within the first 150 words, built as one self-contained block of roughly 200 words that states the answer, then the price range or timeline if there is one, then two or three conditions, then who the answer fits. It cites one analysis reporting that 44% of citations come from the first third of a page and that pages updated within 30 days appear in answers about 3.2 times more often, treating that as a reason to keep facts current.
Read more: Step 3: What belongs in the passage an assistant might quote?
The article recommends freezing the 10 to 15 buyer questions and, once a month, running each in a fresh thread and recording for each whether the brand was mentioned without a link, cited with a link, or other pages were cited instead. According to groas, a win is counted when the same page is cited for the same question in two consecutive runs, which is still not a promise about the next buyer’s answer.
Read more: Step 5: Did the fetch become a citation?
[1] https://groas.com/post/how-to-get-your-business-cited-in-chatgp (the article this page answers from)