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"The Score Lies!" Why Credit Scores are Failing First Time Buyers (& What The Top 1% of Dealers Are Doing)

"The Score Lies!" Why Credit Scores are Failing First Time Buyers (& What The Top 1% of Dealers Are Doing)

Car Dealership Guy Podcast May 28, 2026 30 min
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About this episode

Financing delays and lender selectivity can stall deals long enough for first-time buyers to walk—especially when the “wrong road” inventory triggers resubmissions. The hosts break down why credit scores don’t tell the whole story, pointing to underwriting that uses broader risk signals and soft pulls to speed decisions. Dealers counter with “full spectrum” lender portfolios, multi-vehicle offer workflows, and tighter processes to improve time to sale—because letting inventory sit costs real money.

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Technical Too Afraid to Ask
Term

inventory

"[90.9s] You know, inventory is always a tough thing to get, [94.1s] especially good inventory for the right price. [95.6s] It's a huge problem today. Yeah, used and new for that matter."

Here, “inventory” just means the cars the dealership has available to sell. If the dealer can’t get enough good cars at the right prices, it makes the whole buying process harder.

Term

lenders

"[98.3s] Yeah, definitely. I guarantee if you ask anybody, they're going to say that. [101.0s] It's always tough working with the correct lenders for the right customers on the right vehicles. [107.1s] Because we're what we call a full spectrum dealership."

“Lenders” are the companies that give people the money to buy the car (the auto loan/lease). Different lenders approve different kinds of customers, so dealers use several to increase the odds of getting buyers approved.

Concept

full spectrum dealership

"[101.0s] It's always tough working with the correct lenders for the right customers on the right vehicles. [107.1s] Because we're what we call a full spectrum dealership. [109.7s] We have $2,000 wholesale cars and I have $400,000 Rolls Royces in the showroom."

It means the dealership sells everything from cheap used cars to very expensive luxury cars. Because the buyers and loan risk are different, the dealer needs to use many different banks/lenders to get people approved.

Car

Rolls Royce

"[107.1s] Because we're what we call a full spectrum dealership. [109.7s] We have $2,000 wholesale cars and I have $400,000 Rolls Royces in the showroom. [116.2s] So I have to have a full portfolio of lenders to be able to sell the cars that I carry in my"

Rolls-Royce makes very expensive luxury cars. The point here is that getting someone approved to buy a car that costs hundreds of thousands is usually a totally different financing situation than approving a cheaper used-car buyer.

Term

wholesale cars

"[107.1s] Because we're what we call a full spectrum dealership. [109.7s] We have $2,000 wholesale cars and I have $400,000 Rolls Royces in the showroom. [116.2s] So I have to have a full portfolio of lenders to be able to sell the cars that I carry in my"

“Wholesale cars” are cars dealers buy through wholesale/auction channels instead of selling them directly to regular customers. They’re often cheaper cars, which affects how the dealership arranges financing.

Term

tires

"[137.6s] But he loves selling every car that we can get our hands on, [142.0s] even if we got it for $100 and all it needed was a new interior or tires or whatever. [147.4s] Props to the Hananiah group for not having a coronary when he used car manager buys a Rolls"

Tires are part of the car’s safety and condition. Dealers often replace worn tires when they’re getting a used car ready to sell.

Term

new interior

"[137.6s] But he loves selling every car that we can get our hands on, [142.0s] even if we got it for $100 and all it needed was a new interior or tires or whatever. [147.4s] Props to the Hananiah group for not having a coronary when he used car manager buys a Rolls"

“New interior” means fixing or replacing the inside of the car so it looks and feels better. Dealers sometimes do this to make a used car more attractive to buyers.

Car

Gmc Sierra

"[185.5s] Absolutely. Yeah. And I mean, we carry cars of all ages, miles. I mean, [190.2s] 200,000 mile trucks, one GMC Sierra. I've got to sit in my lot. I mean, I, [195.5s] "

The GMC Sierra is a pickup truck. The host is saying they also sell older, high-mileage trucks, which changes what kind of loan approval is realistic for buyers.

Topic

affordability and automotive today

"“So Evan, one of the most talked about issues on Daily Dealer Live is affordability and automotive today. I spoke to Afson, matching a consumer to a vehicle that they can afford.”"

They’re talking about how hard it can be for people to afford a car and still get approved for financing. The discussion connects that to what dealers can offer quickly.

Topic

Getting deals done approved quickly

"“Getting deals done approved quickly. Talk to me about that as a challenge at your dealership.”"

They’re talking about how quickly the dealership can get the loan approved. If it drags on, the buyer gets frustrated and may go buy from another dealer.

Term

subprime deals

"“...first time buyers, you know, subprime deals, no money down. You know, you may have a Toyota that doesn't book out well at all...”"

A “subprime deal” is a car loan for someone with lower credit scores. Because the lender sees more risk, they may be pickier about which cars they’ll finance.

Term

no money down

"“...first time buyers, you know, subprime deals, no money down. You know, you may have a Toyota that doesn't book out well at all...”"

“No money down” means you don’t put cash upfront when you buy the car. The lender usually finances more of the purchase price, which can change approval and loan terms.

Term

books out

"“...you may have a Toyota that doesn't book out well at all, but you have a Honda that books out amazing. And you just didn't know that that's what the bank essentially wanted...”"

“Books out” is dealer shorthand for whether a car is likely to get approved/financed by a lender. Some cars are easier to get financed than others with certain banks.

Term

financing approval

"“...if customer comes in, they're on one vehicle and you walk down the road from a financing approval standpoint and it's the wrong road, you actually have to back all the way up and then resubmit...”"

“Financing approval” is when the bank/lender says yes to the car loan. If it takes too long or has to be redone, the buyer may get frustrated and buy somewhere else.

Concept

speed to decision

"So, you got to. Success in 2026 in automotive is speed to decision and the accurate decision and being able to relay that, convey that to the consumer."

“Speed to decision” is how fast the dealership can give you a clear yes/no and a workable deal. If it takes too long, people get frustrated and may go buy somewhere else.

Concept

time to sale

"So, you know, time to sale is kind of like the biggest thing we look at here. How fast can we get the cars through the shop, get them through detail, get them on the lot, get them photoed, and then get them out of here"

“Time to sale” means how many days a car sits at the dealership before someone buys it. If it takes too long, the dealership loses money because the car is taking up space and may need more work later.

Concept

borrower

"our approach is how do we empower Evan with as much information as possible to help him with that borrower against all of the vehicles that he has in inventory, right?"

A “borrower” is the person taking out the car loan. The dealership is trying to figure out what loan terms fit that person.

Concept

single offer, single vehicle

"I think the industry started with this kind of single offer, single vehicle, and there was a lot of back and forth between Evan and the lender, right?"

This means the dealership starts by trying to get one financing offer for one specific car. The alternative they’re describing is comparing multiple options so you can find the best fit sooner.

Concept

multi-multi-basis

"So, we kind of think about it on a multi-multi-basis, right? Multiple offers against multiple pieces of inventory, and then he's enabled to kind of figure out how to solve that problem"

Instead of checking one car at a time, the dealer looks at several cars and several financing options together. That helps them pick a deal faster that works for the customer.

Term

rates and payments

"giving him access to, like, the decisions that we'll make with rates and payments on any kind of, any car that he has"

This is the interest rate and the monthly cost of the loan. Together, they determine what the customer will actually pay each month.

Term

hard pull

"[589.5s] You know, further down the process, it'll be a hard pull to kind of like solidify it. [596.0s] But up front, it's soft pulls around that we go. [599.7s] How do you explain that difference, Evan?"

A hard pull is the credit check that can slightly lower your credit score. It’s usually done when you’re closer to getting an actual loan approval and rate.

Term

soft pull

"[589.5s] You know, further down the process, it'll be a hard pull to kind of like solidify it. [596.0s] But up front, it's soft pulls around that we go. [599.7s] How do you explain that difference, Evan?"

A soft pull is a credit check that’s basically a low-impact peek at your credit. It usually doesn’t hurt your credit score the way a full credit check can.

Brand

upstart

"[641.3s] And then the consumer picks, or how you go into the upstart portal, [650.1s] You first have to have the customer information fully loaded in upstart. [655.7s] I put up starts credit app on my website."

Upstart is an online company that helps arrange car financing. The dealer inputs your info and the car details, and it returns financing offers faster than traditional back-and-forth.

Term

credit app

"[655.7s] I put up starts credit app on my website. [661.6s] I say, Hey, great, I'm gonna send you credit up real quick. Pull on my phone. [665.1s] Here's the credit app, send it to their phone, or I hand them an iPad."

In this context, a credit app is the form that collects your information for a loan. The dealer submits it so the lender can decide what financing you qualify for.

Term

doc stamps

"[684.5s] it's got a snow plow, it's like, I don't have to do all that. [689.5s] And then all of our fees already loaded in there and the doc stamps and everything. [694.7s] literally just hit submit and then you'll have a decision within 10 seconds."

Doc stamps are documentary stamp taxes/fees charged on certain loan and title documents, depending on the state. Dealers may include them in the financing package so the customer sees a more complete “all-in” cost.

Term

negative equity

"That works both ways, right? Negative equity with great credit is elevated risk for us. So [862.9s] we're going to price for that risk."

Negative equity is when your current car is worth less than what you still owe on it. That difference often has to be added into the next car purchase, which makes the deal riskier for lenders.

Term

payment to income

"Payment to income is another really good example, right? Where you may have, you know, [872.5s] signal around marginal credit score, but then strong income that offsets risk from us,"

Payment-to-income is basically a “can you afford it?” check. It compares your monthly bills to your monthly income to see if the car payment fits comfortably.

Term

AI financing

"So Ben, I'm seeing a lot of conversation around AI financing. Is that kind of the [899.1s] engine or the power that's behind the upstart platform is it's utilizing AI and technology to"

AI financing refers to using AI/automation to streamline loan underwriting and approval workflows. In this segment, it’s discussed as reducing friction and speeding up information gathering for harder-to-approve buyers.

Term

stipulations

"So yeah, we're using a lot of [937.2s] AI there to remove friction from like our dealers, like, hey, are the things that we can proactively [945.3s] account for in the form of stipulations or other things such as that."

Stipulations are the extra requirements a lender might place on a deal. For example, they might need certain documents or approvals before the loan can be finalized.

Term

thin file

"So Evan, when you think about this AI [955.7s] financing, this machine learn process, how does this apply to some of the toughest transactions to [962.6s] get done, thin file, first time buyers, those with other challenges?"

A “thin file” is a credit profile with limited credit history, so there’s less data to judge repayment risk. Auto lenders may use alternative data and underwriting factors to approve or price deals for these borrowers.

Term

AI

"Ben, what is it about first time buyers that makes it a good match for Upstart? Is there a component of the AI or the machine learning that tends to better evaluate that risk and better price it?"

AI here means computer systems that look at lots of information to decide how risky a loan is. The claim is that it can help lenders approve good borrowers faster, especially when credit history is thin.

Term

machine learning

"Ben, what is it about first time buyers that makes it a good match for Upstart? Is there a component of the AI or the machine learning that tends to better evaluate that risk and better price it?"

Machine learning is a way computers learn from past examples. In lending, it can help predict who will pay back a car loan by using more than just the credit score.

Term

credit score

"Not all first time buyers are credit equal, right? That's true. We're going to always be looking for factors that offset that fact that they've never bought a car before, right?"

A credit score is a number lenders use to guess how likely you are to pay back a loan. The point here is that first-time buyers can have a weak score for reasons that don’t necessarily mean they’re a bad borrower.

Concept

deal structure

"So we don't look at every first time buyer the same way. We're going to look at it kind of holistically around deal structure, vehicle."

Deal structure is the way the financing package is arranged. It can include the terms and requirements that change how hard the loan is to manage, especially for someone buying their first car.

Concept

friction

"It occurs to me as we talk about this AI and this machine learning and the speed to the decision, the reduced reduction in friction."

Here, “friction” means the hassle and delays in getting approved for financing. The idea is that better technology can make the process quicker and smoother.

Concept

hidden prime

"I think there is absolutely this concept of hidden prime. There is a lot of consumers out there that the credit score is just not indicative of the full picture."

“Hidden prime” means someone may look risky on paper, but they’re actually likely to pay their loan back. The idea is that lenders can find these good borrowers using more information than just a credit score.

Term

trade in

"like, hey, how do we then surface payments on new vehicles that are closest to the payment of the current trade in?"

A “trade-in” is the vehicle a customer gives the dealer as part of the purchase. Lenders and dealers often use the trade-in value (and payoff details) to estimate the buyer’s down payment and monthly payment targets for the new vehicle.

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