Why Only Two of Us Could See "Know Before You Go" (And What That Teaches Every Local Business)

We ran a little experiment this week. The GMBapi team, remote and spread across different homes and networks, with a mix of Android and iPhone, pulled up the same business listing on Google Maps at the same time.

Two of us saw a shiny new "Know Before You Go" card at the top of the profile. The rest of us saw nothing. Same business, same app version, same moment in time, yet two completely different experiences.

If that sounds like a glitch, it isn't. It's actually a perfect, real-time demonstration of how Google is rolling out its Gemini-powered Maps overhaul, and it's a preview of the new normal every local business needs to understand.

What "Know Before You Go" Actually Is

Google is in the middle of a major reimagining of Maps, built on its Gemini AI models. The two headline features are Ask Maps, a conversational search experience, and Immersive Navigation, a redesigned driving experience with 3D route visuals and smarter guidance.

"Know Before You Go" is the quieter cousin to those two flashier launches, and it lives right on the business profile itself. Instead of making someone scroll through a wall of star ratings and reviews, Gemini reads through the reviews, photo uploads, and Street View imagery for a location and distils them into a short, bulleted card of practical, first-timer tips: the kind of insider knowledge regulars already know, but new visitors have to learn the hard way. Things like where the real entrance is, whether there's free parking around back, or whether the place is cash-only.

It's a genuinely useful idea. The catch is that not everyone is seeing it yet, and the way Google is rolling it out explains exactly why our own team got such different results.

So, Why Did Only Two of Us See It?

Because we controlled for the obvious variables (same listing, same moment, different operating systems, different WiFi networks), we could rule most of the usual suspects out. Here's what's actually driving the difference:

It's tied to the Google Account, not the phone or the network. Google doesn't flip features on for everyone at once. New Maps functionality typically rolls out through staggered, account-level testing groups. Millions of Google Accounts get split into small batches and switched on in waves. Two of our team members simply had their accounts drawn into an early test group. Everyone else is sitting on an account that hasn't been flipped on yet, regardless of what phone they're holding or which WiFi they're connected to.

Operating system matters more than you'd expect. Google frequently tests new UI components on one platform before the other, and Android, especially Pixel devices, tends to be Google's proving ground for Gemini features. That can create a gap of weeks between when Android and iOS users see the same update, even on fully updated apps.

Location and the listing itself are non-factors here. Because our whole team was looking at the same profile, we could eliminate "maybe this business doesn't have enough data yet" as an explanation. The only variable was which accounts had been switched on, proof that personalized rollouts, not listing quality, decided who saw the card.

The short version: this has nothing to do with your device, your city, or your WiFi. It's a rolling, randomized activation tied to individual Google Accounts, and it will keep expanding over the coming weeks until it reaches everyone.

What This Means for Local Businesses

This is the part that matters most for anyone managing a Google Business Profile: stop assuming your customers see what you see.

Personalized, staggered rollouts are the default state of Google Maps now, not the exception. Ten people could stand in a circle looking at the same café on their phones and see ten slightly different layouts, review snippets, or AI-generated summaries. Chasing what shows up on one specific screen is a losing game. The winning move is making sure the underlying data is strong enough that whenever a feature does land on a customer's account, your business is ready for it.

Here's how to prepare your profile for when "Know Before You Go" reaches your customers:

Ask for detail, not just stars. A five-star rating with no context gives Gemini nothing to work with. When you ask happy customers for a review, nudge them toward specifics: how easy parking was, whether they used click-and-collect, if a side entrance saved them time. Detailed language is exactly what these AI summaries are built to surface.

Treat photo captions as data, not decoration. Google's vision models cross-reference customer photo uploads with the tips they pull into these cards. A photo with a caption like "wheelchair ramp at the south entrance" is doing real work: it's feeding the exact kind of practical detail this feature is designed to highlight.

Keep your backend attributes complete. Accurately tagging things like parking availability, accessibility features, and amenities such as "dog friendly" or "vegan options" gives Google's AI a stronger, cleaner foundation to draw from, regardless of which account or device is looking at your listing.

Don't panic over inconsistent screenshots. If a client sends over a screenshot showing something different from what you see on your own phone, that's not a bug report. It's just the fragmented, personalized nature of Maps in 2026 doing what it does.