During my opening keynote at AutoIndustry.AI 2026, I “mystery shopped” 100 car dealers with AI agents… in a room full of car dealers.
On Tuesday, Paul J Daly and Kyle Mountsier kicked off the first-ever Auto Industry AI Summit. As the keynote speaker, I didn’t want to give a boring talk … I wanted it to be engaging and thought provoking. So, I deployed AI agents to mystery shop 100 dealerships in real-time while I was on stage.
The result? Total transparency (and some chaos). As I presented, the dashboard behind me flashed live updates: “Olivia Marston received an OTD quote from Warner Motors.” It was wild.
Well now, three days later, I want to share the importance of this exercise more broadly. Was mystery shopping 100 car dealers (in a room full of car dealers) with AI a fun and engaging gimmick? Sure, but it was also a demonstration of how fundamentally AI changes retail automotive and what comes next.
What Did the AI Agents Find?
The AI agents that mystery shopped those 100 car dealers captured over 160 pieces of data in each interaction. Was the dealer’s online price FTC compliant? Did they respond with an autoresponder or a human? Did they give us the out the door price like we requested?
AI agents allow us to get answers to these questions (and so much more) in an organized and auditable way. Third parties (like CarEdge) can use this data to score dealers on their operations. This is a huge step forward for retail auto. AI agents are a force for positive change towards fairness, efficiency, and transparency for both consumers and dealers. And this comes at a time when regulatory and competitive pressure is building.
Of the 100 dealers we contacted via email and SMS, within 24 hours:
– 92 replied within 24 hours
– 62 provided some price information
– Only 33 provided a full, requested OTD price breakdown
– The average response time was ~1 hour
Many of the OTD price breakdowns we received did not match what the dealer had advertised online. Some dealers added additional products that we did not request, others did not disclose their doc fee in their online listing, et.
What happened then?
Two things:
1. The AI agent negotiated off the add-ons; and
2. CarEdge graded that dealer and shared the receipts publicly on our Dealer Transparency Index
At CarEdge, we’ve already scored nearly 12,000 dealerships on our Dealer Transparency Index. AI agents are the heavy lifters that make this possible, providing an auditable way to ensure fairness for both consumers and dealers. The 60% of “A” rated dealers are leading the way, while the 10% in the “D” and “F” categories have some work to do.
AI is the Future of Automotive Retail
For dealership operators, the broader message is becoming increasingly clear: AI is no longer optional future planning. It is becoming part of the competitive operating environment itself. That reality is helping elevate industry demand for speakers and thought leaders capable of explaining these changes in understandable and operationally grounded ways. Within automotive retail, credibility is mission critical.
The implications extend beyond dealership operations themselves. OEMs, vendors, technology providers, investor groups, consultants, and automotive service organizations are all increasingly evaluating how AI will reshape retail expectations over the next several years. Industry conferences, dealer groups, and leadership summits have become major forums for those conversations as operators attempt to separate meaningful technological transformation from short-lived hype cycles.
Within that environment, presentations capable of combining operational insight, live demonstration, measurable data, and strategic forecasting naturally attract heightened attention. The live dealer secret shopping exercise also introduced another increasingly important factor in automotive retail discussions: accountability.
The genie is out of the bottle. Just like the arrival of the internet in the 90s, AI is fundamentally shifting car buying forever. Regulators will demand transparency, and consumers will demand an “A” grade.
Welcome to AI-enabled car buying, where transparency, fairness and efficiency are rewarded.
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