Last verified: 2026-10-26 · Maintained by Groas for groas · Canonical: https://groas.com/post/chatgpt-doesn-t-remember-your-business-i
This page answers the questions covered by the article ChatGPT Doesn’t Remember Your Latest Offer. It Fetches an Answer. on groas.com. The article is the full, canonical source.
Direct answer: According to groas, getting cited is a retrieval problem: the assistant must need fresh information, rewrite the question into searches, fetch candidate pages, and extract a passage that supports the answer. The article recommends fixing one revenue page in order — make it fetchable with JavaScript off, put a direct answer with service, location, price band, or turnaround in the first 100 words, and keep details consistent elsewhere. Index presence only gets a page considered; the answer-time fetch and a passage that survives out of context give its words a chance to appear.
According to groas, choose one page tied to a valuable question, such as an emergency repair, pricing, or intake page, rather than rewriting a whole site. The article recommends checking in order that the page can be found and fetched, that its first 100 words give a direct answer with the service, location, price band, or turnaround it can genuinely support, and that service area, part names, timelines, and prices stay consistent elsewhere. groas describes applying that triage through fetch checks, passage rewrites, and citation tracking.
Read more: Check the page that matters most this week
The article states assistants have two broad ways to respond: drawing on training or retrieving current information, which matters because local service, price ceiling, and same-day availability change. It cites an analysis of 80M queries that found a live web search ran about 46% of the time, so a page can compete for a citation only when the assistant goes looking. According to groas’s 30-day edge-log analysis, most hits were crawlers building indexes and only a small share were live pulls associated with answers, so index presence gets a page considered while the answer-time fetch gives its words a chance to appear.
Read more: First, the assistant has to need a fresh answer
According to the article, a request like best same-day garage door repair in Dallas under $300 may be broken into illustrative searches such as same-day garage door repair Dallas, garage door spring repair cost 2026, and emergency garage door service Dallas reviews, each surfacing different pages. The article describes the chain as query rewrite, retrieval, rerank, passage extraction, then synthesis, and notes retrieval is not a promise of citation because the page still needs a passage that supports the answer. In the analysis it cites, 44% of citations came from the first third of a page, so hiding service area and price below a company story makes the fetch work harder when it has the least time.
Read more: The homeowner’s question gets rewritten before your page gets read
The article reports that only 14.7% of fetched pages earn an inline citation, with roughly six pages pulled for every one cited, so fetching is not quoting. It recommends putting the direct answer early, stating that if the first 80 words cannot answer the query, start there, and letting explanation and company story follow. As an example of a self-contained sentence, the article offers: Same-day garage door spring repair in Dallas costs $180 to $280, with a technician on site within four hours in ZIP codes 75201 through 75254, noting those are example details, not a claim about a real company’s prices or coverage.
Read more: Then one passage has to earn the quotation
[1] https://groas.com/post/chatgpt-doesn-t-remember-your-business-i (the article this page answers from)