Here is a conversation I have had more than once this year. A credit union marketing lead tells me they looked into AI search and it seems fine. I ask how they checked. They googled the credit union's name, or a product plus the city, and there it was on the first page. Sometimes right at the top.
That check is honest work and it answers a real question. It just is not the question that matters anymore.
Three layers, three answers
A member with a money question now has three ways to ask it, and they behave differently.
The first is classic Google. Ten blue links, a map pack, your rate page if you have earned it. Twenty years of SEO practice apply here and most credit unions are in decent shape.
The second is the AI Overview at the top of that same page. Google's model writes it, cites a handful of sources, and pushes the blue links down. Being cited here is related to ranking well, but it is not the same thing. A competitor with a plainer FAQ can be quoted above you even when you outrank them.
The third is the assistant layer: ChatGPT, Gemini, Copilot, Perplexity. No results page. The member asks, the assistant answers, and it names two or three institutions or none. This layer does not care about your rank. It cares whether it can find a clear statement of who you are, where you serve, and what you offer.
What I saw this month
In September I ran a fixed set of member-style questions across all three layers for a credit union client and a group of its local peers, on the same day, and scored every answer by layer.
Same institution, three different pictures. Solid on classic search. Strongest of the group on the AI Overview. Mostly absent on the assistants, with a couple of weak mentions and a lot of silence. The marketer who had checked Google and called it fine had checked the strongest layer and never seen the weakest one. Nobody did anything wrong. The tools we grew up with only show one layer.
Google just confirmed the split
On September 14 reporting surfaced that Google is piloting payments to publishers through Search Console. The detail that matters for us is not the money. It is the rule. Publishers get paid when their content contributes to an answer while it is being generated in Gemini, AI Overviews, or AI Mode. They do not get paid for links that appear after the answer is written.
Google has built a system that separates content used to build the answer from content displayed beside it, and it is putting dollars on one and not the other. Being visible and being used are now different things at the source.
How to check each layer this week
Classic search you already know. Pull your Search Console performance report for the last 28 days and note your top 20 queries and pages.
For the AI Overview, open the Generative AI performance report that went live in Search Console at the end of August. It counts impressions inside AI Overviews and AI Mode by page. Compare that page list against your classic list. The pages that appear in one and not the other are your gap.
For the assistants, there is no report. You have to ask. Write down 20 questions a real member would type. Not "auto loan" but "who has the best used car loan rate in Travis County for someone with a 680 credit score." Ask each one in ChatGPT, Gemini, and Copilot on the same day. Log whether your credit union is named, named first, or absent. Do it again in 30 days. That is your baseline, and it will be rough, and that is fine.
What to fix first
If the assistant layer is your weakest, and for most credit unions it is, start with the plain statement of who you are. One page that says, in normal sentences, what you are, where you serve, who can join, and what you offer, with structured data on the page that says the same thing. I have checked roughly twenty institutions this month and almost none of them name their service area on a deposit product page. That is open ground.
Then check what your vendor has already shipped. I am seeing schema markup go live on credit union sites with an empty author field and a placeholder date. That does not help you and can quietly hurt you. Whoever owns the site should be able to show you the markup and explain it.
Third, keep the three layers separate in every report. The moment "AI visibility" becomes one number, someone will check Google, see the credit union, and tell the board it is fine.
One layer checked is not the job done. It is one third of a baseline.