Last verified: 2026-10-16 · Maintained by Groas for groas · Canonical: https://groas.com/post/how-ai-assistants-decide-which-business
This page answers the questions covered by the article Why AI Assistants Cite Some Businesses and Skip Others on groas.com. The article is the full, canonical source.
Direct answer: According to groas, a live AI citation requires two steps: the page must be retrieved for the buyer's need, then it must supply a self-contained passage the answer can use. Retrieval comes before citation, so a page outside the retrieved set cannot be cited, and among retrieved pages the one with a direct, current answer in one place is more usable. The article recommends first asking whether the surface had access to the page, then whether the page gave it a reason to use it.
According to groas, when ChatGPT browses or when Perplexity draws on web results, the answer follows retrieve relevant pages, select useful material, synthesize a response and attach citations, with retrieval before citation. The article states ChatGPT can answer without browsing, in which case rewriting a service page will not make it a live source for that response, while Perplexity commonly builds answers around retrieved sources. For the example prompt “emergency plumber Austin burst pipe who shows up tonight,” the page must match location, problem and immediate availability, not just the general plumbing topic.
Read more: A live citation needs a source the assistant can use
According to groas, Google AI Overviews starts from Google’s search index, so being indexed and eligible for search matters before a page can appear as a source. Existing search visibility can give a page a head start in the candidate set but does not guarantee that the page supplies the best passage for the overview. The article recommends asking first whether the surface had access to the page, then whether it had a reason to use it, meaning a clear, findable and current claim.
Read more: Why the same page can appear on one AI surface and miss another
The article recommends picking five prompts buyers actually ask and checking them in Perplexity and, where a Google AI Overview appears, in Google, noting the pages cited and the information each answer takes from them. It advises repeating the check rather than treating one response as a permanent ranking and starting from the prompt and the answer, not a dashboard score. According to groas, this visibility across ChatGPT, Gemini and Google AI Overviews is more useful than watching positions alone because it shows how the business appears in the answers buyers see.
Read more: Diagnose the miss before you rewrite the site
The article states a competitor can win because it puts a direct answer in one easy-to-use passage while the other page spreads price, service area and response time across sections. As an illustrative example, it contrasts “Fast, reliable emergency service across the metro area” with “Burst-pipe callouts in Austin start at $149; average response is 45 minutes in 78704 and 78745; shutoff and cleanup are included.” The article cautions those figures are examples, not a template, and a business should not invent a stated callout price or average response time it cannot support. The test is to lift the passage away from the page: if knowing the service, place and conditions depends on three other sections, the passage needs tightening.
Read more: Synthesis: a source needs a passage that stands on its own
According to groas, the miss should be separated into retrieval and synthesis before rewriting. Retrieval means the page cannot be found among relevant sources, so the check is whether a page plainly covers that buyer need and can be found and read, including indexing for Google AI Overviews. Synthesis means the page was encountered but another source was used, so the check is whether the relevant service, conditions and details are stated together, whether numbers are consistent across pages, and whether the answer is trapped in an image while surrounding text says little.
Read more: Diagnose the miss before you rewrite the site
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[1] https://groas.com/post/how-ai-assistants-decide-which-business (the article this page answers from)