AI adoption is no longer a question for most auto dealers. Whether it is producing the financial results dealers expected is a different matter. According to the latest Cox Automotive AI in Auto Retail Tracker, 82% of dealers say they are using AI. The Q2 survey was conducted in May 2026 and included 483 franchise and independent dealers.
But the results show a sizeable gap between what dealers expected AI to deliver and what they say it has delivered so far. Sixty-nine percent of dealers expected AI to drive sales and revenue growth. Only 22% of AI-using dealers say they have seen sales or revenue growth from it.
The gap is also apparent in other areas. Fifty-four percent expected AI to increase employee productivity, while 26% of AI users reported experiencing that benefit. Even more striking, 51% expected AI to improve the dealership's bottom line or profit. Only 9% said they had actually seen that result.
Cox notes that the expectation questions were asked of all dealers, while the experienced-benefit questions were asked only of AI users. The figures therefore should not be treated as a formal conversion rate. They do, however, show how far dealer expectations currently run ahead of reported financial results.
Where dealers are seeing results
The strongest reported benefits aren't financial.
Twenty-eight percent of AI-using dealers cited improved customer experience, making it the most commonly reported benefit. Another 26% cited increased employee productivity. That lines up with how dealers are using the technology. Forty percent said they use AI to automate routine or complex tasks, another 40% use it to coordinate customer follow-up, and 38% use it to generate content and creative material.
CDK's latest research points in the same direction on adoption and operational impact. Its 2026 AI at the Dealership study found AI use had climbed from 28% to 39% of dealers in one year, while 69% of dealers using AI reported a positive impact on operations. Nearly three-quarters of AI users were integrating the technology into existing systems and workflows.
So there is evidence that dealers are getting something from AI. The results so far appear to be showing up more clearly in efficiency and customer engagement than in measurable revenue or profit.
AI is now a top dealer concern
Boston Consulting Group's latest dealer survey adds another important piece to the picture. BCG surveyed more than 200 U.S. franchised and independent dealers in March 2026. When dealers were asked to rank their top concerns for the next three years, technology and AI investment requirements ranked No. 1, ahead of competition from digital-first players and interest rates.
That puts dealers in an interesting position. AI isn't just another technology experiment anymore. Dealers increasingly see it as something they have to figure out while margins are under pressure.
At the same time, they are trying to determine which AI investments actually deserve a place in the budget.
CDK's research found that ROI and process alignment remain among the concerns dealers have about AI implementation. Its latest guidance also makes a similar point: dealers are increasingly evaluating AI based on whether it solves a specific business problem and produces measurable value, rather than simply whether a product has AI features.
The financial case is still the hard part
A dealership may be answering leads faster, automating follow-up, generating content or giving employees more time to work with customers. Those are legitimate operational improvements. But a dealer still has to determine whether those improvements produce enough additional sales, gross profit or expense savings to justify the cost of the technology.
Cox also found that about one-third of AI-using dealers either aren't measuring AI's impact or aren't clear about how they are measuring it. ROI and cost were tied with accuracy and errors as the top barriers, each cited by 45% of dealers. That makes the next phase of AI adoption about proving what the tools are actually doing for the dealership
The dealer takeaway
The surveys suggest dealers are getting the most immediate value from AI in efficiency, customer response and routine tasks, rather than directly driving profit.
The clearest opportunities at the moment are lead response and follow-up, where AI can speed responses, prevent missed follow-ups and identify shoppers who need another touch; inventory and pricing, where it can flag aging or overpriced units and help dealers make faster decisions; and repetitive administrative work, where it can save employees time.
The key is to start with the business problem, not the AI product: What are we trying to improve, what does it cost us today, and what number should move if AI is working?
