You Fixed Your Yelp Listing. You Never Checked the One Listing You Actually Control.
The listing you forgot you own
A few years back you, or somebody you paid, went through and cleaned up your Yelp page, your Yellow Pages listing, your Google Business Profile. Same business name everywhere. Same address. Same phone number, digit for digit. That took real effort, and you checked it off.
Here's the listing nobody ever mentioned to you: your own website. It has a name field, an address field, and a phone field, exactly like Yelp does. You own this one outright. You could fix it this afternoon if something's wrong with it. And almost nobody has ever looked, because unlike a bad Yelp listing, a broken one here is invisible. It looks completely fine to every human who loads the page. The footer still says the right thing. The problem lives somewhere a browser doesn't show you.
Why this is worth your afternoon right now
SOCi published its 2026 Local Visibility Index on January 28, and the topline number is rough. ChatGPT recommends 1.2% of the locations SOCi analyzed. Google's local 3-pack surfaces 35.9% of them. Perplexity lands at 7.4%, Gemini at 11%. Getting recommended by an AI assistant, per SOCi, is three to thirty times harder than ranking well in ordinary local search.
The report names a mechanism for that gap, and it's worth quoting directly rather than summarizing: "Inconsistent or incomplete listings reduce AI confidence and can remove brands from consideration entirely." Not "rank you lower." Remove you from consideration. That's the sentence that made me open our own scoring engine back up.
SOCi studied over 2,700 multi-location brands, roughly 350,000 locations, so this is Applebee's and Great Clips data, not a one-truck plumbing outfit. I couldn't find this exact study run on a single-location small business. But the mechanism they're describing, an assistant that gets nervous when your data doesn't line up, doesn't have an obvious reason to only apply above a certain location count.
One more number worth a sentence: SOCi also checked how often what these assistants actually say about a business is correct. About 68% of the time on ChatGPT and Perplexity. 100% of the time on Gemini, which pulls straight from Google Maps instead of guessing. The two engines not reading off Maps directly are the two getting details wrong roughly a third of the time.
This is additive, not a replacement
I want to be careful here, because it would be easy to read all this and conclude the Yelp and Google Business Profile work you already did doesn't matter anymore. SOCi says the opposite, in the same paragraph as that quote above. Consistent, complete data across Maps, Yelp, Facebook, and your own website is the whole ask. Your website is one more listing on that list. Not the one that replaced the others. The one everybody forgot was on the list at all.
What "both forms" actually means
Every one of those directories has a version a human reads and a version stored as structured data behind the scenes. Your website has the exact same split. There's the version your visitors read: the phone number in your footer, your address on the contact page. And there's the version the machines read: the JSON-LD block sitting in your page's source code, usually LocalBusiness schema, usually invisible unless you go looking.
Most sites get the first one right and never touch the second. A site can have a perfectly correct phone number printed in the footer, in a font a customer can read, and have no telephone property anywhere in its schema at all. Nothing on the page looks wrong. Nothing renders oddly. It just isn't there in the form an answer engine actually reads, and it can sit that way for years because there's no visual cue that anything's missing.
What our check looks at, exactly
Our Entity & Trust module is worth 20 of the 100 points in an AEO Checker report. One check inside it, called business identity consistency, is worth 5 of those 20 for most local business types (4 for medical, legal, and financial sites, which we score under a stricter trust profile). It looks at exactly three fields: name, address, phone. Not a broader list. Three.
| Fields matching | Points | Result |
|---|---|---|
| 3 of 3 | 5 | PASS |
| 2 of 3 | 2 | WARN |
| 0 or 1 of 3 | 0 | FAIL |
Notice the cliff on the bottom row. Getting one field right scores exactly the same as getting zero right.
Now the part I want to be precise about, because it would be easy to oversell this. For the name field, we genuinely compare the two sides: the name in your schema has to actually appear in your visible page text. That's a real agreement check. For address and phone, it isn't. We check whether your schema has an address property on it at all and, separately, whether an address-shaped pattern appears somewhere in your visible text. Same for phone. The two values are never compared against each other. A phone number that's correct in your footer and stale in your schema passes this check, because both sides have something, and we never ask whether it's the same something.
So what does this check actually catch? A field that's missing from one side entirely, and in practice that's almost always the schema side. The real, common finding looks like this: your phone number is sitting right there in your footer, and your LocalBusiness JSON-LD has no telephone property at all. That's the failure worth going and looking for. It's common, it's invisible to anyone just reading the page, and it's a one-line fix once you know it's missing.
One more honest wrinkle. We crawl up to 20, 50, or 100 pages depending on tier, and the check pools text across all of them while the schema check takes the first value it finds anywhere. So if your phone number is only in the schema on your homepage and only printed as text on your contact page, that still counts as consistent. This is a site-wide question, not a page-by-page one.
Check it yourself in five minutes, free
Open your homepage, right-click, View Source. Search the page for application/ld+json. Find the script block that has your business name in it, usually a LocalBusiness type. Look inside it for a name, an address with a streetAddress inside it, and a telephone. If any of those three are just missing, that's your finding, no report required. If digging through raw HTML isn't your idea of a good time, paste your URL into any free schema or rich-results validator and read back the fields it lists for you. Either way, you're checking for presence. Is the field there at all. Not whether it matches anything.
What this is worth, and where it stops
Even if all three fields show up, that doesn't mean they're correct. Our check confirms your site states its name, address, and phone in both a human-readable form and a machine-readable form. It does not verify that the number sitting in your schema is the number that actually rings your phone. That part is on you, and given what SOCi is describing, it's worth doing. These assistants are apparently cross-referencing your data against Maps and Yelp and your own site anyway, so a schema phone number that's three years out of date is exactly the kind of thing that erodes the confidence SOCi's quote is talking about, even though it would sail through our check clean.
And the directory work you already did still counts for something separate from all this. A 2018 BrightLocal survey found 93% of consumers said they were frustrated by incorrect information in online directories, and 80% said they'd lose trust in a local business over inconsistent contact details. That's an old number and I'm not going to dress it up as current, but the underlying point, that wrong contact information costs trust, hasn't exactly gone out of style. Different job, same goal. Keep both.
Where to go from here
The free Grade Check scans your homepage and hands you a real score and letter grade off the same scoring engine behind everything above, in about a minute, no card required. It won't break out this specific check for you. It's a single overall number from the homepage, not a per-check report. If you want to know whether this exact check would pass on your site, the five-minute manual look above is the free path that actually answers it.
A paid report goes further on both ends: it shows you every check, including this one, PASS, WARN, or FAIL, with the reason why, and it ships a pre-filled LocalBusiness schema block, built from your own detected name, address, and phone, ready to paste in. If a missing telephone property turns out to be your problem, the fix is already sitting in the report waiting for you.