Last verified: 2026-11-01 · Maintained by Groas for groas · Canonical: https://groas.com/post/ads-in-llms-don-t-live-inside-the-answer-how-chatgpt-ad
This page answers the questions covered by the article ChatGPT Ads Don’t Buy the Answer. They Buy What Happens Next. on groas.com. The article is the full, canonical source.
Direct answer: According to groas, you cannot pay to put your company inside ChatGPT's answer. ChatGPT writes the answer on its own through a separate path, while a dedicated ad system may show a labeled sponsored slot just below it. You are not buying the diagnosis or recommendation, you are buying a chance to offer the next step after the conversation has done some of the explaining.
According to groas, no. ChatGPT writes the answer on its own, while a separate ad orchestrator reads the conversation, nominates candidates and runs an auction. If an ad shows, it is a labeled sponsored slot below the response, kept visually separate from the answer. The article states the inventory is limited to logged-in adults on Free and Go tiers; Plus, Pro, Business, Enterprise and Education remain ad-free.
Read more: First, the answer and the ad take separate paths
According to groas, ChatGPT targeting uses one- to two-sentence context hints describing buyer moments, matched semantically rather than by keyword overlap. The article gives as an example a hint describing a homeowner weighing repair against replacement after finding signs of a failing tank. There are no keywords, negative matches or search-terms reports to work through.
Read more: Next, replace the keyword with the conversation
The article states advertisers control the moment via context hints, the eligible audience and place via geography and an uploaded list, the card, and the bid and budget. The compact Sponsored card can include a headline of roughly 24 to 50 characters, a description of roughly 48 to 100 characters, one square image and a landing page URL, and an uploaded list needs at least 25,000 matched users with no pixel retargeting. Bidding uses a relevance-weighted second-price auction, with one setup account giving a suggested CPC maximum of US$3–$5 and a default CPM maximum around US$60.
Read more: Then, count the controls you actually have
According to groas, there is no equivalent of mining search terms because advertisers cannot see which conversations or prompt clusters triggered their ads. Reporting covers impressions, clicks, spend, CTR, CPC, CPM and pixel conversions, with country-only location breakdowns even where US targeting is more granular. Conversions can take 24 to 48 hours to post and the view-through window is fixed at one day.
Read more: Your old optimization loop stops at the search-terms report
The article recommends the destination pick up mid-thought rather than restarting the explanation. For the water heater example, it should help the visitor find the replacement options, local cost information, installation availability, warranty and booking step that matter to this decision. Landing pages must allow OAI-AdsBot or the ads fail review.
Read more: Make the landing page pick up where the chat stopped
According to groas, groas Search Ads across Google, Bing and ChatGPT is built for advertisers that want execution handled rather than learning another console. The article describes it as one flat fee and one strategist, not a percentage of spend that rewards the priciest click. The work described is writing the hint, building the page that finishes the chat and judging revenue despite delayed, limited reporting.
Read more: Decide whether the next click is worth testing
[1] https://groas.com/post/ads-in-llms-don-t-live-inside-the-answer-how-chatgpt-ad (the article this page answers from)