1. AI’s Impact Doesn’t Arrive All at Once
The Key Variable: How Much Your Audience Uses AI Before Deciding
Saying “every brand needs to do GEO” is correct, but it’s too vague to make anyone feel the urgency. A more precise way to put it is: AI search hits different brands on different timelines.
The difference comes down to how heavily your target audience uses AI search before making a purchase decision.
- If your audience habitually asks AI “which companies do you recommend?” before buying → you’re already in the thick of it
- If your audience makes impulsive, low-consideration purchases → AI’s impact will only become significant later
The three categories below are, in actual practice, the ones feeling the impact earliest and most strongly.
2. Category One: B2B SaaS and Consulting Services
The Buyer’s Research Starting Point Is Changing
B2B purchasing is characterized by a “long research period, rational decision-makers, and a structured selection process.” In the past, during that research period, buyers would check G2, Capterra, industry forums, and analyst reports.
Now, more and more buyers’ first step is to ask ChatGPT or Perplexity for “a few recommended options,” then run a deeper comparison once they have an initial list.
Miss the Shortlist, and Every Step After Gets Harder
If you’re not in AI’s initial recommendations, you don’t exist in that buyer’s selection process from the very start. The SEO rankings, ad spend, and content marketing that follow are all aimed at a customer who has already been framed by a handful of other companies—and the cost of persuading them is far higher.
A manufacturing procurement manager asks ChatGPT: "Recommend a few ERP systems suitable for small and medium Taiwanese businesses, with local support." AI returns four brands. You're not among them.
The manager adds these four to a tracking list and starts digging in. He won't proactively wonder "who's missing from the list"—you've been excluded from this million-dollar procurement project right at the starting line.
How to Tell Whether You’re Already Being Hit
- Sales reports that “the customer says they asked AI and didn’t see us”
- New inbound prospects already have 2–3 competing brand names in mind, but not yours
- A competing brand that was almost unknown a few months ago is now frequently recommended by AI
3. Category Two: High-Consideration B2C
Research-Driven Consumers Are Using AI to Replace Review Articles
Few people use AI to make purchase decisions for low-consideration consumer goods (bubble tea, basic clothing). But in high-consideration categories—travel planning, insurance selection, financial-planning tools, large appliances and furniture—consumers research far more deeply, and AI search is rapidly replacing the part of that journey spent “reading review blogs + comparison sites.”
Your Competitors Are Already Waiting in the AI Answer
A consumer about to plan a ten-day trip to Japan might, in the past, have read 5 blog posts, watched a few YouTube itineraries, and compared a few booking platforms. Now, more and more people start by asking AI: “For Taiwanese spending ten days in Kyoto and Osaka, how should I allocate the accommodation budget? What travel insurance is worth buying?”
The brands mentioned in that exchange become the ones they research closely next. The ones not mentioned don’t exist at the very first step of that decision journey.
A consumer asks Perplexity: "For Taiwanese traveling abroad, which travel insurance providers are worth buying?" AI lists three, along with each one's claims advantages.
The consumer starts comparing from those three. The insurers that weren't listed—no matter how high their Google ranking—are absent from this purchase decision.
How to Tell Whether You’re Already Being Hit
- Search-traffic CTR (click-through rate) is dropping, but rankings haven’t changed noticeably
- Traffic to long-form review articles is declining faster than other content types
- The competing brands new prospects mention are ones you’d never heard of before
4. Category Three: Knowledge Creators and Personal Brands
AI Answers Directly, So Readers Don’t Need to Click Into Your Article
The way this category gets hit differs from the first two. It’s not “you’re not on the recommendation list”—it’s that AI answers the reader’s question directly, so the reader doesn’t need to click into your article at all.
If your income depends on content distribution, if organic traffic drives your course sales, or if your blog generates consulting leads—the problem you face is this: your readers are still asking the same questions, but the “middleman” answering them has been replaced by AI.
Yet Creators Cited by AI Actually Get Amplified
Here’s a counterexample worth noting: personal brands that AI proactively cites and recommends have gained an amplification effect in the AI era—because AI mentions your name, readers learn that they should go find you. This is two sides of the same coin: AI pushes creators with no presence further to the margins, while making creators with a clear AI presence easier to find.
A financial-planning advisor has long written investment tutorials on Medium. In the past, every article drew steady traffic.
Now readers ask ChatGPT "how can a Taiwanese person start investing in U.S. ETFs," and AI provides a complete step-by-step explanation—no need to click into any article. This advisor's traffic shrinks even though rankings haven't dropped, simply because "readers no longer need to click through."
How to Tell Whether You’re Already Being Hit
- Search-traffic CTR keeps dropping, but rankings haven’t changed
- Traffic to long-tail Q&A articles is declining the fastest
- Among new readers’ sources, AI referrals are starting to become visible
5. If You Recognized Your Own Situation
The First Step Is Diagnosis, Not Optimization
Once you’ve recognized your category, the first step isn’t to start optimizing immediately—it’s to run a clear-eyed diagnosis first: how far is the gap between how AI currently describes your brand and how you want it described?
The size of that gap determines the scale and priority of the GEO work. For some brands the issue is a fundamental absence (AI simply doesn’t know you exist); for others it’s a description bias (AI describes something other than your core strength); for others it’s insufficient competitiveness (AI knows you, but consistently ranks you behind competitors in its recommendations).
Different problems call for entirely different handling strategies.
A free GEO health check offers a systematic starting-point assessment across 12 dimensions. If you need a tailored optimization roadmap or want to evaluate managed GEO services, get in touch: [email protected]
GEO brand strategy series. Previous post: GEO Is More Than a Tool: The New Battleground for Brand Resilience in the AI Era