You Spent Years on Your Google Profile. ChatGPT Isn't Reading It.

Every GM I know has a Google Business Profile story. Somebody on your team owns it. The hours are right. The photos got refreshed when the showroom was remodeled. You respond to reviews. You've spent a decade treating that profile as the front door to your store, and you were right to.

Then a shopper opens ChatGPT, asks which dealer in your market to go see, and you're not in the answer. So you go check your Google profile again. It's spotless. Nothing is wrong with it.

Here's the part nobody told you: ChatGPT never looked at it.

Google isn't the pipe anymore

Google doesn't hand its local data to its competitors. So when an answer engine needs to know which store sits closest to a shopper in your market, it has to get that information somewhere else. For ChatGPT, live web results have been running through Bing. And a meaningful share of the underlying business data — the addresses, categories, and place records behind "near me" answers — comes from Foursquare's places database, which most dealers have never heard of and none of us have ever logged into.

Ask Siri the same question and you're in a different system again. Siri answers local queries out of Apple Maps, which is fed by Apple Business — the platform Apple consolidated this past April that now controls how your store shows up across Maps, Siri, Wallet, and Safari.

So there are three local records deciding whether your store is even a candidate for an AI answer. Most dealerships have carefully maintained exactly one of them.

What's actually sitting in the other two

I pulled our own records and then spot-checked a dozen stores around our region. The pattern was ugly and consistent.

The Bing listings were mostly auto-generated from old aggregator data — nobody had ever claimed them. Categories were generic. A couple still carried the pre-buy-sell dealership name. Service hours were missing entirely, which means the department paying the light bill has no hours in the system ChatGPT leans on.

Apple was worse, because Apple listings fail quietly. A wrong pin drops a shopper at the back of the lot or across the highway, and you never hear about it. Nobody calls to tell you their phone sent them to the wrong entrance. They just get annoyed and go somewhere else.

Here's what makes this a GM problem and not a marketing coordinator problem: both of these are free, both take about twenty minutes, and neither requires a vendor. This isn't a budget conversation. It's a nobody-owns-it conversation.

Why it matters more than the traffic numbers suggest

The instinct is to look at referral volume from Bing or Apple, see a small number, and move on. That's the wrong read — the same wrong read a lot of us made when organic sessions started slipping. These profiles aren't traffic sources. They're the identity layer AI engines check your store against.

When your name, address, category, and hours match across Google, Bing, Apple, and the aggregators underneath them, the engines are confident about who you are and will name you. When those records disagree, the engine sees ambiguity — three versions of a store it can't reconcile — and does what any cautious system does. It names the dealer it's sure about instead.

That's the whole mechanism. You don't get skipped because AI dislikes your store. You get skipped because AI can't confirm your store.

What I'd do this week

1. Claim Bing Places. Search your store on Bing, see what's there, and claim it. Fix the name to match your signage exactly, set the right primary category, and enter sales, service, and parts hours separately. If there's a duplicate listing from an old ownership group, request the merge.

2. Claim Apple Business. Same twenty minutes. Then physically check the map pin — pull it up on your phone standing in the customer lot and confirm it drops where you'd want a first-time visitor to arrive. Add the service entrance if it's a different door.

3. Check Foursquare. You can claim a venue there too. It's unglamorous, and it feeds more of the AI place data than anyone realizes.

4. Assign an owner. Not "marketing." A name. Whoever updates your holiday hours on Google now updates them in four places, and it lands on the same checklist as the Google one so it never depends on somebody remembering.

None of this is strategy. It's plumbing. But plumbing is what determines whether the engines can find your store at all — and right now most of your competitors have those same records sitting out there unclaimed, which makes this one of the few AI visibility gaps you can still close in an afternoon.

If you're not sure where your store stands, the free AEO check at aeowhisperer.com will show you how AI engines currently see your dealership — and whether your identity is consistent enough for them to recommend you with confidence.