What does MachineFound do?

MachineFound scans every directory and platform where a business is listed, shows the owner exactly which name, address, phone, and license details disagree, and then pushes one correct record everywhere and keeps it locked. Clean, consistent data is how AI search engines decide which businesses they can confidently recommend.

Is the scan really free?

Yes. The scan is free and the report belongs to the business owner whether or not they ever become a client. If the scan comes back clean, MachineFound says so.

Why does listing consistency matter for AI search?

AI engines build a confidence score around each business entity. When listings disagree, the business reads as several uncertain fragments instead of one confident entity, and the engine recommends a competitor it is sure about. Published 2026 measurement puts business profile accuracy at 68 percent on ChatGPT and Perplexity versus 100 percent on Gemini, and platforms with clean data recommend local businesses roughly ten times more often.

What does MachineFound cost?

MachineFound is 79 dollars a month, month to month, no contract. Setup is normally a one-time 399 dollars of hand-done correction work, and it is waived for the founding block of 50 businesses, which ends November 20, 2026 or when the 50 spots fill, whichever comes first. Core listings on Google, Yelp, and Bing are corrected by hand during onboarding, so a client who later cancels keeps those fixes.

AI visibility · Santa Clarita

Either the machine says your name, or it says somebody else's.

People stopped reading ten blue links. They ask ChatGPT, Gemini, and Siri for one answer, and the answer only names businesses it can identify with confidence. If your listings disagree with each other, you are not in that answer.

Get your free scan

Free means free. The report is yours whether we ever talk again.

Founding 50: $399 setup waived · 50 spots left

What the machine sees when it looks you up

directory one
Smith Plumbing Inc
26893 Bouquet Canyon Rd
(661) 555-0143

directory two
Smith Plumbing
26893 Bouquet Cyn Rd #B
(661) 555-0199

directory three
Smith Plumbing & Rooter
26893 Bouquet Canyon Rd
(661) 555-0199

> three uncertain fragments · confidence low · recommending a competitor instead

After MachineFound

everywhere, the same record
Smith Plumbing Inc ✓
26893 Bouquet Canyon Rd #B ✓
(661) 555-0199 ✓

> one confident entity · safe to recommend by name

Measured, not theory

The gap is real, and it has a number.

68%

business profile accuracy on ChatGPT and Perplexity

100%

accuracy on Gemini, which reads straight from Google Maps

10x

how much more often platforms with clean data recommend local businesses

1.2%

of business locations ever make ChatGPT's recommendation at all. The answer is winner-take-most.

Source: SOCi 2026 Local Visibility Index. Ask for it. We would rather you check.

What this looks like in real life

It is 9 on a Sunday night.

Someone in this valley has a burst pipe, a cracked tooth, a house to sell, or a kid with nowhere to go tomorrow morning. They do not open Google and read ten links. They ask their phone one question and get one answer.

The answer names three businesses. Yours is not one of them.

Not because you are worse. Because somewhere your suite number is missing, somewhere your phone number is old, and somewhere you have a middle initial you stopped using. A person shrugs at that. A machine reads it as three uncertain fragments instead of one confident business, and when it is not confident, it does not guess. It recommends somebody it is sure about.

And this is not a passing glitch. ChatGPT now grounds its local answers in Yelp, Foursquare, and Bing. Your records on those platforms are not marketing anymore. They are your AI profile.

The mechanics

Five signals decide whether AI trusts you.

Consistent listing dataSame name, address, phone, and license everywhere the machine looks. This is the one we fix.
ReviewsVolume, recency, and what they actually say.
Structured dataMarkup on your site written for machines to read.
Mentions on trusted sourcesLocal press, chambers, industry directories the engine already believes.
Answer-shaped contentPages that respond to questions the way people actually ask them.

Number one is the foundation. We fix it first, because the other four do nothing until the machine knows who you are.

Want the full map? We published a page on every platform the machines actually read: what Gemini, ChatGPT, Siri, and Copilot each look at, and what usually breaks.

How it works

Scan first. Decide after.

The free scan

We pull every place your business is listed and show you exactly what matches and what does not. The report is yours either way. If it comes back clean, we tell you that and shake hands.

The fix

One correct record, pushed across the directory network AI engines read, locked so it stops drifting, monitored so it stays right.

You never touch it again

That is the whole point. It runs, it stays correct, and the machine learns it can trust you.

Request your free scan

Two things and I can run it. No card, no contract, no obligation.

Got it.

I will run your scan and call you with what it found, usually the same day. If it comes back clean, I will tell you that too.

In a hurry? 661-476-2217

Founding 50 · setup waived

$399 setup $79 /month · no contract

The $399 is not a fee we invented to waive. It is hours of hand work per business, and for the founding block you get it free:

Full scan of every directory AI engines read, yours to keep either way.
Google, Yelp, and Bing corrected by hand. Yours forever, even if you cancel later.
One correct record pushed to 200+ platforms, including the ones that feed ChatGPT and Gemini their local answers.
Duplicates hunted down and killed. Two of you is worse than none of you.
A monthly proof report: what ChatGPT, Perplexity, and Gemini actually say about your business, before and after.

Founding spots remaining50 / 50

Real count, not a countdown gimmick. I do every setup myself, which is why there is a cap. Block ends November 20, 2026 or at 50, whichever comes first. After that, setup is $399.

Claim a founding spot Not sure yet? Run the free scan first

Either way it starts with the scan. If yours comes back clean, I will say so and you keep your $79.

Who is behind this

Not an agency calling from somewhere else.

Connor MacIvor. Santa Clarita, 27 years. LAPD for 20 before that. Writing code since 1983. Has trained over 1,000 brokers and agents on how to actually use AI.

Same valley, same customers, same problems as you. That is the whole sales pitch.

661-476-2217 · ten minutes, free scan