For B2B SaaS, ChatGPT, Perplexity, Google AI Overviews most frequently quotes not your blog, but price pages, integration pages, case pages. The reason for this is straightforward: the user asks AI, most of the questions are "X how much" for a month, "X can you pick up Salesforce" and "have you ever used X with a company in my industry," and these answers are on these three pages. Almost none of the three pages have been favoured for GEO.
Why is the decision page the main arena for GEO?
Traditional SEO treats fixed and integrated pages as transition pages with as much concise and interactive as possible. GEO's logic is exactly the opposite. When the AI engine produces the answer, it selects the paragraphs that are high-density, clean-picked and clearly phrased. A price page with JavaScript kinetic prices, slides and numbers on the screen is close to a blank for reptiles and large language models. It can't draw a full sentence like NT$X per month with 5 seats, and then it turns to the competition, or worse, to a third-party comparison that puts your price wrong.
Fixed Page: AI's favorite and easiest to copy.
Audit of GEO on the fixed price page, the first thing is to confirm that the price exists in plain text in the original HTML, not as if the interactive component had been loaded. In our audit of a SaaS client, we found that their monthly fee figures were at the front end of API's return, and that there was no gold in the original HTML; as a result, Perplexity quoted an old story two years ago, and the price was almost half as low. The second thing is to write down the borderlines of the program in a sentence: what each program contains, a limited number of seats, how much to charge, and how much to discount. The AI engine especially likes to quote this clear and precise narrative.
The price page also deals with a B2B common situation: the price system, the unfair price. Even if you do not write a specific number, you have to give AI a price logic, such as seating, usage or model costs, where the price falls, and how long is the minimum contract? Nothing, AI can only guess or be silent, both of which are bad for you.
Integration page: Undervalued long tail visibility source
The integration page is the B2B Saas' most wasted piece of GEO property. When the user asks in AI "Is there an X-type tool that can connect HubSpot", an integrated directory that writes each integration into a stand-alone indexable paragraph has a much higher hit rate than a wall filled with logo. The audit focuses on three points: whether each integration has a separate URL or at least a stand-alone anchor, whether the integration actually works and where the data is synchronized. Only logo, with a full name, does not exist.
Case page: Writing results as replicable facts
The problem with the case pages is not that they are not, but that they are written like medals, with many adjectives and few facts. The AI engine does not quote "a significant increase in operating efficiency" but "a reduction in the average processing time from 48 hours to 6 hours of after-service service." The audit examines whether each case has three elements: Who are the clients (industry, scale), which scene to use, and how many quantitative results to achieve? Without either, this case is in AI's eyes a case for publication, not a credible source.
Common audit list of three decision pages
- Critical fact (price, integration, effectiveness) exists in plain text in original HTML, not dependent on JavaScript
- Every fact is a full narrative, and the main words are clear and out of context.
- Numerical data tagging of content using structure, Offer, FAQPage, etc., to reduce the blurring space extracted by AI
- Every integration, every scheme, every case has a unique indexable URL or anchor
- There's a quiz on the page that directs the user to actually ask the AI sentence.
- All numbers are marked in terms of unit, time and currency, avoiding an AI error after drawing a nudity number Shizuku!
After audit: Which one to fix?
Three pages need not be started at the same time, and you will first see where the bottom card of the funnel is. If AI always misstates your price, fix the price pages, wrong information hurts business more than no information. If you win with a "some tool you can pick up", the long end of the integration page has the highest visibility. The case page is a trust amplifier: when potential clients have asked "X is working" in AI, a case with a specific number can directly affect the rating of AI.
Wanting to know what these three pages look like in the eyes of the AI engine, which page is missing, Tenten's CEO will use Brand Radar page by page to compare the references to you and the competition in the main AI engine. You can also take 30 minutes to do the GEO diagnosis and see where the gap in your decision page is.
