Shoppers Ask AI If You're Open. When It Guesses Wrong, You Never Find Out.
Last Sunday a guy told me he almost didn't come in. He'd asked ChatGPT whether we were open, it told him we closed at noon, and he nearly wrote off the whole afternoon. We were open until five. He showed up anyway — only because he'd bought from us before. But I kept thinking about every shopper who doesn't have that history with us. They ask, they get a wrong answer, and they just move on to the next store. I never hear a word about it.
The question you never hear
"Are they open right now?" is one of the most common things a shopper checks before they drive anywhere. It used to be a quick Google search or a phone call. Now a huge chunk of it happens inside ChatGPT, Gemini, Google's AI Overviews, and the little assistant built into their phone. The shopper never lands on your site. They never call. If the answer is wrong, there's no bounce in your analytics and no missed-call log — the lost visit is completely invisible to you.
That's the part that should bother every GM. We obsess over lead forms and phone trackers because we can see them. This question happens one layer above all of that, and most of us are flying blind on it.
Why AI gets your hours wrong
AI doesn't pull from one clean source for your hours. It stitches an answer together from everywhere your dealership shows up: your Google Business Profile, your website footer, Cars.com, Yelp, Apple Maps, and old directory listings you forgot existed. When those sources disagree — and at most stores, they disagree — the model either picks whatever it weighs highest or splits the difference, then states it with total confidence.
Then there's everything that changes. Holiday hours. The Saturday you closed early for a staff event. Extended sales-event hours. Your site might have the update; your Business Profile might not; the third-party listings almost never do. The engines have no idea which one is current, so they guess. And a guess delivered in a calm, confident sentence reads to the shopper as fact.
It isn't just the chat apps, either. The same bad listing feeds the voice assistant your shopper talks to from the driver's seat and the maps app they use to route to you. One wrong source can quietly poison a dozen surfaces at once — and they all sound equally sure of themselves.
"Closed" is the expensive answer
There are two ways this breaks, and they are not equal. If AI says you're open when you're closed, a shopper drives over, finds a dark lot, and leaves annoyed — bad, but at least you get a chance to make it right. The quieter, more expensive failure is the opposite: AI says you're closed when you're actually open. That shopper never leaves the couch. They ask, "what about the dealer down the road?" and the engine happily sends them somewhere else. You didn't lose that up on price or product. You lost it because a machine guessed your hours and got it backwards.
Multiply that across a busy Saturday or a holiday weekend and you're not talking about one customer. You're talking about a steady leak you can't even see on a report.
Here's the uncomfortable part: the machine sounding unsure about something as basic as when you're open shapes the shopper's whole first impression of your store. If it hesitates on your hours, that hesitation bleeds into everything else it tells them about you.
How to actually fix it
The good news is this is one of the more fixable problems in AI visibility, because it comes down to consistency and structure. Start by making your hours identical everywhere they live — your website, your Google Business Profile, Apple Maps, and the major third-party listings. One source of truth, copied exactly, name-address-phone-hours matching down to the detail. Then put your hours on your site in structured data (the machine-readable layer behind the page), including a proper "special hours" entry for holidays and events, so the engines have a current, authoritative version to trust instead of a stale listing to guess from.
Keep your Business Profile hours updated the same day anything changes — it carries more weight in AI answers than most dealers realize. None of this is glamorous, but it's the difference between being in the answer and being quietly skipped.
If you're not sure what the engines are currently saying about your store — your hours, your location, whether they even know you're one business — that's worth checking before it costs you another quiet Saturday. You can run a free AEO check at aeowhisperer.com and see how your dealership shows up in AI answers today.