Have you ever been shopping for a vehicle and thought you finally found a good deal, only to discover that the price wasn’t what you expected? Now imagine getting a price quote or a trade-in offer from an artificial intelligence (AI) chatbot on a dealership’s website, making plans based on that information, and then being told the dealership isn’t going to honor what you were quoted.
That would be frustrating, wouldn’t it?
When David and I look at a major purchase, we want to understand what we’re paying for and what the final cost will be. Buying a vehicle is a big decision for most families. It can affect the household budget for years, especially when financing is involved.
Artificial intelligence is becoming part of how businesses communicate with customers, including car dealerships. While technology can make shopping more convenient, we also need to understand its limitations. Just because a chatbot gives us an answer doesn’t automatically mean that answer represents a dealership’s final offer.
A reported incident involving a BMW dealership brought this concern to the forefront. According to the information provided by CarEdge, a customer attempting to sell a BMW X3 received an offer of more than $27,000 through a dealership’s AI chatbot. When the customer arranged an appointment to complete the transaction, the dealership reportedly said the offer had been generated in error and attempted to reduce it by approximately $7,000. The dealership ultimately honored the original figure after media attention highlighted the dispute.
This situation raises important questions about consumer protection, transparency, and the responsibilities businesses have when they use AI to communicate with customers.
I reached out to CarEdge co-founder Ray Shefska to get his thoughts on what consumers should know, what information they should save, and how families can protect themselves when using AI during the car-buying process.
What Ray Shefska of CarEdge Wants Consumers to Know
CarEdge is a consumer-focused automotive platform founded by father-and-son team Ray and Zach Shefska. The company provides resources intended to help car shoppers understand vehicle pricing, compare dealership offers, and make more informed purchasing decisions.
Ray shared his advice with Greatful Moments in a written interview, explaining why consumers should be cautious about relying on automated quotes and how they can maintain control of the buying process.
1. What should consumers look for to determine whether a dealership chatbot’s price quote or trade-in offer has actually been authorized by the dealership?
Consumers should never assume that a price generated by a dealership’s AI chatbot is an actual offer the dealership will honor. There’s a difference between a chatbot providing information and a dealership making a firm commitment. Before relying on any quoted price, shoppers should ask for a written, itemized out-the-door price that includes the vehicle’s selling price, dealer fees, taxes, registration costs, add-ons and any applicable incentives. They should also confirm the vehicle identification number, or VIN, and whether the quote requires financing through the dealership or meeting other conditions.
The same goes for trade-ins. An AI-generated estimate is not necessarily a guaranteed purchase offer. Shoppers should ask whether the trade-in value is subject to an in-person inspection, how long the offer is valid and who at the dealership has approved it. At CarEdge, we emphasize price transparency because the advertised price, the chatbot’s quote and the amount a customer is ultimately asked to pay can be three very different numbers. Until a dealership representative confirms the terms in writing, consumers should treat chatbot-generated figures as preliminary.
2. What information should shoppers save or request in writing if an AI chatbot provides a price or offer that the dealership later changes?
Document everything before you ever set foot in the showroom. Save screenshots of the entire chatbot conversation, including the dealership’s name, date, time, quoted price, vehicle details, VIN and any conditions or promises the chatbot communicated. Also preserve the original vehicle advertisement, any emailed quotes, trade-in valuations and financing terms. If the dealership changes its position, ask for a written explanation identifying exactly what changed and why.
At CarEdge, we encourage shoppers to compare complete out-the-door quotes rather than advertised prices or monthly payments alone. An itemized quote creates a much clearer record of what was represented and makes it easier to identify added fees, missing discounts or changes to the negotiated selling price. Consumers should also request confirmation from an authorized dealership representative rather than relying exclusively on an automated exchange.
If the dealership refuses to honor a chatbot-generated quote, that doesn’t automatically establish a legal violation. The exact language, disclosures and circumstances matter. But preserving the evidence gives consumers a stronger basis for challenging discrepancies, escalating the issue to dealership management or filing a complaint with the appropriate consumer protection agency.
3. What practical steps can families take to protect themselves when using AI tools to compare vehicles, negotiate prices, or discuss financing?
AI can be a tremendous advantage for car buyers, but consumers need to understand that not all AI tools are working in their best interests. A dealership’s chatbot may be designed to generate leads and sell inventory, while an independent consumer-focused tool can help shoppers evaluate competing offers and negotiate more effectively. At CarEdge, our AI Buying Agent contacts dealerships on behalf of consumers, requests out-the-door pricing and negotiates fees and terms across multiple dealers. The buyer reviews the numbers before deciding whether to proceed.
My advice to families is to use AI to become better-informed buyers, not to surrender their judgment. Start by researching fair market prices and comparing vehicles based on actual transaction costs rather than advertised discounts. CarEdge’s Dealer Transparency Index grades dealerships using verified pricing information, including documentation fees, mandatory add-ons and discrepancies between advertised and quoted prices. That helps consumers identify dealerships with more transparent pricing practices before entering negotiations.
For trade-ins, establish an independent valuation before discussing numbers with a dealership. CarEdge’s vehicle valuation tool provides market-based estimates that shoppers can use as a comparison point. For financing, secure a preapproval from a bank or credit union, compare annual percentage rates and total loan costs, and never negotiate solely around a monthly payment. Be cautious about sharing Social Security numbers, financial account details or other sensitive information through an unfamiliar chatbot.
The biggest protection is maintaining control of the transaction. Verify every AI-generated claim, insist on written pricing, compare multiple dealerships and review the final purchase and financing documents before signing. AI should give consumers more negotiating power, not create another layer of confusion between the advertised price and the actual deal.
After reading Ray’s responses, I think the most important takeaway for families is that technology should help us make better decisions, not leave us wondering whether the information we received can be trusted.
When you’re shopping for a vehicle, don’t be afraid to ask questions. Don’t feel pressured to accept an answer simply because it came from a sophisticated computer system. And don’t let the excitement of finding what looks like a great deal keep you from checking the details.
Get the full price in writing. Save your conversations and advertisements. Confirm trade-in terms with an authorized dealership representative. Compare financing offers, and take the time to read the paperwork before signing anything.
I also think this conversation is a reminder that businesses have a responsibility to communicate clearly with their customers when they introduce new technology. Consumers shouldn’t have to guess whether they’re receiving preliminary information or an offer that has actually been approved.
AI can be a useful tool, but it isn’t a substitute for transparency, accountability, or our own judgment. Whether you’re buying your first vehicle, replacing a family car, or trying to get a fair price for the vehicle you already own, take your time and protect your family’s financial interests.
Have you ever received a price quote from a dealership online that changed when you arrived in person? Have you used an AI chatbot to research or negotiate a vehicle purchase? I’d love to hear about your experience.
At Greatful Moments, we believe that being informed helps families make wiser decisions. And when it comes to a major purchase like a vehicle, a little extra caution can make a big difference.
Grateful, Thankful, and Blessed.
About CarEdge: CarEdge is a consumer automotive platform founded by Ray and Zach Shefska. Its resources include vehicle pricing information, dealership transparency tools, vehicle valuations, and services designed to help consumers navigate the car-buying process.
Learn more at CarEdge.com.
Thank you,
Glenda, Charlie and David Cates
