AutomotiveAi

AI is becoming the auto industry's harshest critic

Freddy Media
Jul 1, 2026
10 min read
AI is becoming the auto industry's harshest critic

25 years ago, our head of dealer services, Adam Gaedke decided to leave his gig as a teacher to try his hand as a car salesman. 

Back then, selling cars might as well have been a free-for-all.

And he had just closed a customer on a Chrysler Concorde in the color he described as "old man tan."

My Uncle Randy in Tampa still has his Concorde

It was an auction car, one his GM snagged from auction with the words “FRAME DAMAGE” written in big ol’ letters with one of those paint markers on the windshield. 

The used car manager assured young Adam that it was nothing a little Windex can’t take care of and there was no need to make a big deal out of it.

Well, turns out as soon as the customer cranked on the windshield defroster, those big ol’ letters appeared in the condensation.

The car had just snitched.

The Carfax is coming from inside the car.

A literal transparent object had exposed how non-transparent the dealership was being. Totally insane. 

And sure, none of this behavior would fly at the dealership today thanks to the “defroster” that every customer now has in their pocket. 

Think CARFAX, forums, Google Reviews, and now… AI.

SaaS platforms are now using AI-driven insights to evaluate how forthright and transparent retailers and service providers actually are across industries.

It’s basically a version of mystery shopping at scale only capable through automation. 

No, not a robot in a trench coat browsing the showroom (though, yeah, it can read your security cam footage). Mostly it's software doing the boring stuff humans don’t want to. 

"Hello fellow humans. I require one automobile."

Like collecting every interaction, every quote, every "let me check with my manager," and making sense of it at a scale that no clipboard-wielding Karen ever could.

GTM strategist Liza Adams has a great LinkedIn article about mystery shopping with ChatGPT Agent Mode.

For car dealers, this AI-driven tech is pointed straight at vehicle pricing and fee disclosures.

Ever since the Federal Trade Commission (FTC) sent warning letters to 97 dealers across the country for deceptive ad pricing, the new benchmark is:

Dealers must display the true total price of a vehicle (“all-in pricing”), excluding only government fees like taxes or registration.

And yes, many car dealers already do this, but there are enough bad actors in the crowd that negatively impact perception all around. 

Well…

Before there were influencers, there were troubadours.

And in my opinion, one of the companies leading the charge in this area is CarEdge and its Dealer Transparency Index.

So far, CarEdge has rated over 12,000 dealerships against over 54,000 verified quotes to determine if the dealer provides out the door prices as requested (plus much more).

The results:

CarEdge Dealer Transparency Index

Why should dealers care? Because all the good (and bad) information is on public display. 

The best part is that the grade behind the badge is earned, never bought.

The big picture here is how AI is fundamentally changing the way business is done in not-so-obvious ways.

Not the obvious way: The gap between what a business says and what it actually does is collapsing, and AI is the thing collapsing it. For most of modern commerce, that gap was the business model (airlines are guilty of it too).

But customers don’t experience the dealership in isolation anymore. They experience it through aggregated signals, compliance standards, and now AI systems that can synthesize all of it at once.

And that’s really what the “defroster” moment represents.

The cost of being inconsistent is no longer contained to a single transaction. It compounds across platforms that are increasingly capable of detecting patterns, not just incidents.





CarEdge rolls out a credential worth showing off

Last one, and it matters if you're a dealer. CarEdge is launching a new credential for dealers who earn an A rating on the Dealer Transparency Index, a way to publicly badge the stores that actually treat buyers straight.

In a market where shoppers are skeptical, "we're transparent" is worth nothing. A third party verifying itis worth a lot. If you're an A-rated store, this is real top-of-funnel trust you can put on every page and every walk-around. If you're not there yet, you know what to fix.


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