Malau Digital handles SEO and GEO work for small businesses across the San Gabriel Valley, including Baldwin Park, Pasadena, and El Monte. This post is for SGV business owners who have already checked how their business shows up in Google's AI search and want to know why what they see isn't what their customers see.
If you've searched for your own business in Google's AI Overview or AI Mode and thought "okay, this looks fine" — I have news that will complicate that.
This morning I ran the same search on my own business six different ways in about an hour. Same query. Same time of day. Same location. Different browsers, different accounts, sometimes signed in, sometimes signed out. I got six different results. One of them attached the wrong business card to my listing entirely.
The version I saw when I checked from my own account was clean. The version someone else might have seen was not.
What I did
The query was "wordpress developer in san gabriel valley." I run Malau Digital, so this is the query that matters most for my business showing up in AI search.
I ran it six ways:
- Safari, signed in to a personal Gmail account
- Safari, same account, expanded view
- Chrome, signed in to hello@malaudigital.com (my business account)
- Firefox, signed in to a personal Gmail account, on the "All" tab where Google AI Overview shows up
- Safari incognito, signed out
- Chrome incognito, signed out
Six sessions. Same query. Different account states and browsers. All within about an hour, from the same location.
What I found
Google cited my website in every single one of those sessions. That part was consistent. The pages Google surfaced varied — sometimes my homepage and services page, sometimes those plus my about page — but malaudigital.com showed up as a source every time. That's the content side of GEO working correctly.
What was not consistent was how my business got presented alongside those citations.
In four of the six sessions, my business showed up cleanly. Name correct, location correct (Baldwin Park), description correct, link to my website. Good result.
In one session, the AI Overview surface didn't attach a business card at all, just described the business in text with a link. Also good.
In one session — Safari, signed in to a personal Gmail account, on Google's AI Mode — Google attached the wrong business card to my listing. The name said "Malau Digital." The rating said 4.2 stars, 142 reviews. The category said "Photo shop." The location said San Gabriel, not Baldwin Park. When I clicked to expand the card, it opened the full profile of a photo printing shop in a different SGV city — a completely unrelated business.
The description text was still accurate to my business. But the business card next to my name belonged to someone else. If someone clicked "Directions" they would have driven to a photo shop. If they clicked "Call" they would have called a photo shop. The card looked authoritative and it was wrong.
Why this happens
Google's AI Mode surface tries to attach a local business card to each provider it lists. If your business has a verified Google Business Profile — the listing that shows up on Google Maps — Google attaches that. If your business does not have a verified profile, Google has to fall back to something.
Malau Digital does not currently have a Google Business Profile. My business is legitimate and my website is well-optimized, but I have not set up a public Maps listing yet. So when someone searches on AI Mode while signed in to a Google account, Google's system appears to reach into that account's local behavior signals — places they've searched for, businesses they've clicked on, locations they've saved — and pull a nearby business that seems to match. In this case it seemed to match on the word "Digital" in the business name and the SGV location, then grabbed the closest fit it could find.
When I ran the same query signed-out, Google did not attach a card at all. That's the safe fallback. The mismatch only happened when Google was pulling from a specific signed-in account's history.
The finding that matters for your business
If you have checked your own business in Google AI search from your own Google account, you saw a version that Google tuned specifically for you. Google knows you own that business. Google's system treats you differently.
Your customers do not get that treatment.
Your customers are searching from their own accounts, with their own histories, from their own browsers. What they see may be a clean version of your listing. It may also be a version where Google has made a wrong guess about which business you are and attached the wrong details to your name.
The auditing tools most business owners use — search for yourself and see what shows up — are systematically friendlier than what most customers actually see.
How to audit your own AI search visibility properly
If you want to see something closer to what a stranger sees, do this:
Open a private or incognito window. In Safari that's File > New Private Window. In Chrome or Firefox it's Ctrl+Shift+N or Cmd+Shift+N. This signs you out of Google.
Run your target search in the incognito window. For a local business, that's usually "[your service] in [your city]" or "[your service] near me." Test both Google's AI Overview (the summary that appears above regular search results on the "All" tab) and Google's AI Mode (the separate tab labeled "AI Mode" at the top of the search page). They are different products with different failure modes.
Test on more than one browser. Safari and Chrome sometimes generate different results even under identical incognito conditions. Different site counts, different top providers, different section headings.
Screenshot everything with timestamps. Results change day to day and even hour to hour. A screenshot lets you compare later or bring it to a professional if something looks wrong.
If something looks wrong — wrong business name attached to your listing, wrong rating, wrong category, wrong location — save the screenshot. That is evidence you can act on.
Where a Google Business Profile fits in
A verified Google Business Profile is the fix for the specific failure mode I saw this morning. If Malau Digital had a verified profile, Google would attach that profile to my AI Mode listing instead of guessing. Guessing is what produces the wrong card.
Setting up a profile requires Google to verify that your business is real and tied to an address or operating base. Google may offer different verification methods, including video, phone, email, or mail, depending on the business.
For a home-based business or a business without a public office, this is a legitimate concern — most owners don't want their home address listed on Google Maps for anyone to see.
Google still supports service-area businesses for businesses that travel to customers instead of serving them at a storefront. If your business qualifies, you can hide your address from customers after verification and show the service areas you cover instead. For an SGV business that serves customers across multiple cities, this is often the right choice. It hardens your AI search listing without exposing your personal address.
If you don't have a profile yet, this is one of the more useful hours of setup work you can do for local visibility right now.
What this means for GEO in 2026
Content optimization is one piece of GEO. Getting your website's copy structured so AI engines can read and cite it is real work and it matters. My site was cited in all six sessions this morning because the content side is doing its job.
Entity resolution is a different piece. Getting Google's local knowledge graph to know who you are and attach the right listing to your business name is separate work. A verified Google Business Profile is the main tool for that.
Most small businesses focus on the first piece and skip the second. Both matter. The failure mode I saw this morning was entirely on the second piece — the content was cited correctly and the presentation was wrong.
That is why I separate this from the work I covered in How to Get Your Business Into AI Search Results. That post is about making the site readable and citable. If your regular local search foundation is still shaky, start with Why Your Business Isn't Showing Up on Google.
If you want help auditing your own listing
If you're an SGV small business owner and you want a second set of eyes on how your business is showing up in Google's AI search, get in touch. The services page explains the SEO and GEO work I take on for local businesses. I can run the six-session audit for you, tell you what shows up, and walk you through the fixes that would actually help. No sales pitch, no obligation, just an audit.