For decades, automotive retail depended on information advantages. Artificial intelligence is rapidly removing them. Consumers are gaining information, regulators are gaining visibility, and manufacturers are gaining unprecedented access to data. What happens next may fundamentally reshape dealership profits, sales careers, and the traditional automotive business model.
From Craig Bushon and the Craig Bushon Show Media Team
In the near future, I’ll be sitting down with CarEdge CEO Zach Shefska for a conversation about artificial intelligence, consumer transparency, and the future of automotive retail. Before we talk, I want to share a few observations from someone who has spent nearly two decades inside the car business and is now watching AI begin to reshape it in real time.
I recently watched CarEdge’s presentation to automotive professionals on AI-powered negotiation, dealership transparency, and the future of car buying. I found myself agreeing with most of it — and that surprised me. Not because I disagree with the principle. Consumers deserve transparency and the best information available. What surprised me was realizing that much of the traditional economics of automotive retail cannot stay the same.
Consumers save money when information becomes transparent. But that money comes from somewhere, and that is the part of this conversation I think deserves more attention.
This is not just another technology story.
It’s a story about economics.
It’s a story about information.
And it’s a story about what happens when artificial intelligence starts removing advantages entire industries have relied on for decades.
Most people think this is a story about buying cars. I think it’s really about what happens when AI strips the information advantage out of an entire industry.
The Real Product May Not Be AI
Most people watching CarEdge see a company helping consumers negotiate better deals.
I see something bigger.
I see a company gathering enormous amounts of pricing and negotiation data across the marketplace.
Every quote.
Every fee.
Every dealer response.
Every pricing discrepancy.
Every attempt to move a customer from an advertised price to a higher transaction price.
AI may not be the most valuable thing being created here. The data is. And data is fast becoming one of the most powerful forces reshaping commerce. Whether it’s CarEdge, the manufacturers, regulators, or technology companies, whoever understands the marketplace best will hold a real advantage.
We’ve Seen This Movie Before
For longtime automotive professionals, none of this is new. It’s just faster.
Long before CarEdge, and long before anyone said “AI,” companies were built around a quieter idea: the real value wasn’t in selling the car. It was in controlling the flow of information between consumers and dealers.
Start with the Costco Auto Program. It began in 1989 as part of Price Club, carried over when Price Club merged with Costco in 1993, and has been run ever since by Affinity Development Group. The model is simple and instructive: a trusted membership brand brings the consumers, Affinity controls the lead flow and the prearranged pricing, and dealers pay to participate. Pricing got more standardized. The data got more centralized. And the individual salesperson moved one step further from the center of the deal.
TrueCar scaled the same idea. At its peak its affinity network spanned more than 500 co-branded buying programs — USAA, Sam’s Club, Navy Federal, AAA, American Express, credit unions, employer groups — reaching millions of American households. Consumers saw a buying benefit. Dealers saw a lead source. Underneath, a record was forming: who shopped, what they were quoted, what they paid, and how every dealer responded.
Now CarEdge takes the next step, building the same kind of dataset for itself — and layering AI-assisted negotiation and behavioral pricing intelligence on top.
Different technology each time. Same underlying trend. Every stage moved control farther from the individual salesperson and closer to whoever controlled the information.
That’s the part worth sitting with. This transition didn’t start with AI. It didn’t start with CarEdge. It didn’t even start with TrueCar. The industry has been drifting toward centralized data, managed lead flow, and standardized pricing for more than thirty years. AI isn’t launching that trend — it’s accelerating it.
What AI changes is the speed. Previous waves of disruption took years, even decades, to reshape behavior. AI compresses those timelines dramatically — a consumer who once needed years of automotive experience can now access much of that knowledge instantly.
That’s what makes this moment different.
Which is why the eventual winners may be whoever best combines three things: consumer trust, large-scale transaction data, and artificial intelligence.
And it’s why the biggest battle in automotive retail may no longer be over inventory. It may be over data, customer relationships, and who controls the information surrounding the transaction.
The FTC Warning That Should Get Everyone’s Attention
Recently, the Federal Trade Commission warned 97 dealership groups about their advertising and pricing practices.
Whether CarEdge’s data had anything to do with those actions is unknown, and there’s no public evidence of a direct connection. But the broader trend is impossible to ignore.
AI is making it easier than ever to surface pricing patterns that used to stay hidden. For decades, enforcement depended on customer complaints, investigations, audits, and manual review. Today, software can analyze thousands of listings, advertisements, dealer websites, and transaction patterns at once.
That’s a fundamentally different environment than the one most dealerships grew up in. Transparency no longer depends on an individual consumer asking the right question. Technology can now ask it automatically.
The Pressure Isn’t Coming From Just One Direction
The pressure on dealership profitability didn’t begin with CarEdge. It began years ago.
Manufacturers have steadily pushed for more control over customer data, lead management, digital retailing platforms, CRM systems, service retention programs — virtually every part of the customer journey. At the same time, front-end margins on the vehicle itself have been compressed for years.
As profit on the car got harder to find, dealerships leaned more heavily on:
- Finance and insurance products
- Service contracts
- Protection packages
- Used vehicle operations
- Customer retention programs
Many of the most profitable opportunities moved further behind the scenes, often beyond the visibility of both consumers and frontline salespeople. In a lot of dealerships today, even experienced sales professionals can’t see the full economic structure of a deal.
The result: automotive retail is under pressure from several directions at once. Consumers are better informed. AI is closing information gaps. Regulators are scrutinizing more closely. Manufacturers are collecting more customer and transaction data than ever. Dealerships are absorbing all of it simultaneously.
Seen this way, CarEdge isn’t creating the disruption. It’s accelerating trends that were already underway.
Actions Speak Louder Than Words
“Actions speak louder than words” exists for a reason.
For years, manufacturers have publicly championed their dealer networks, describing dealers as critical partners in customer service, brand loyalty, and local communities. The actions tell a more complicated story.
Manufacturers have quietly increased their control over customer data, lead management, digital retailing, CRM, connected-vehicle services, customer communications, and the ownership experience. Whether by design or as the natural drift of technology, the result is a steady shift in power. The more data a manufacturer collects, the more visibility it gains into the relationship — and the more influence it has over pricing, incentives, marketing, service retention, and ultimately profit.
Dealers still own the facilities. Dealers still employ the people. Dealers still carry much of the operational risk. But increasingly, the data belongs to someone else.
And in a world run on AI, controlling the data may end up worth more than owning the showroom. Whoever controls the information tends to control the profit that follows.
The Question Nobody Wants to Ask
Consumers saving money sounds wonderful. Often it is.
But where exactly is that money coming from?
If AI saves a consumer $2,000, $3,000, even $5,000 on a deal, someone else is no longer collecting it. That money doesn’t vanish. It comes from somewhere.
Historically, dealership profit has come from a mix of vehicle gross, used-vehicle margins, finance reserve, money factors, extended warranties, protection products, service contracts — and information asymmetry.
That last one makes people uncomfortable. It still deserves an honest conversation.
Buyers often don’t know what they don’t know. Many walk in without understanding how financing works, how a lease is structured, what’s negotiable, or how competitive a given price actually is. AI attacks that asymmetry directly.
That’s what makes this moment significant.
The Salesperson Question
The industry likes to say AI won’t replace people. Maybe. But it will absolutely change how they’re paid.
The highest earners on a showroom floor weren’t simply processing transactions. They were negotiating them. If AI takes over much of that negotiation, the economics shift. A dealership can’t strip out a large share of transaction profit and keep the same compensation structures forever. Eventually something gives. In nearly every business, the largest expense is labor. That’s not an emotional claim — it’s arithmetic.
The biggest question facing the industry isn’t whether AI can help consumers. It’s what happens to automotive careers when the information advantage largely disappears.
What Happens When Everyone Has Their Own AI Agent?
Today, companies like CarEdge are building AI tools to help consumers negotiate. But what about five or ten years out?
What happens if and when every consumer has a personal AI agent built into their phone, their car, their computer, their watch?
At that point, they may not need a specialized negotiation service. Their own AI could analyze inventory, compare financing, evaluate lease programs, read contracts, negotiate price, weigh protection products, and flag hidden fees — in seconds.
Which raises a bigger question. Is CarEdge building a car-buying platform? Or helping pioneer a future where AI agents conduct commerce on our behalf?
Because if it’s the latter, this story reaches far beyond automobiles.
Questions I’ll Be Asking Zach Shefska
When Zach Shefska and I talk, I want to get past the technology demos. The questions I care about:
- What happens to dealership employment if AI negotiation goes mainstream?
- Where does dealership profit come from in a world of full transparency?
- What happens to six-figure sales careers?
- Can volume realistically offset shrinking margins?
- What role do human salespeople play ten years from now?
- What changes when consumers carry their own built-in AI agents?
- Is AI improving the car-buying process, or restructuring automotive retail entirely?
Because this was never really a conversation about buying a vehicle. It’s a conversation about how artificial intelligence redistributes information, profit, and power — with consumers, regulators, and manufacturers all gaining ground at once, and dealerships adapting to all three at the same time.
Reading between the lines, the biggest disruption may not be the technology itself. It may be the redistribution of information, profit, and power that follows.
Disclaimer: This op-ed represents opinion and analysis from the Craig Bushon Show Media Team. Readers should conduct their own research and due diligence before making financial, business, employment, or purchasing decisions. The views expressed are intended to encourage discussion and examination of emerging trends affecting consumers, businesses, and society.
