Transparency in Automotive Advertising Panel | Daily Dealer Live
About this episode
Dealers are spending nearly $10 billion on advertising, but the panel argues the industry’s visibility is lagging—especially as connected TV and streaming buys move into fast auctions and “black box” systems. They break down why transparency gaps happen (missing program data, opaque placement, and bid-request limitations), how to measure beyond impressions (reach/frequency, downstream behaviors, post-impression traffic), and what dealers should demand from partners. The discussion also ties accountability to fees, verification, and even dealer review communication.
auto loan approvals
"Auto loan rates, auto loan approvals are climbing. That's according to Cox Automotive, who says approvals hit 73.8% in June."
This is the percentage of people who apply for a car loan and actually get approved. A higher approval rate means more shoppers are able to finance a purchase.
Auto loan approvals are the share of loan applications that lenders approve for vehicle financing. When this percentage rises, it usually means more buyers are getting approved to purchase cars, often reflecting changes in credit quality or lending standards.
Cox Automotive
"That's according to Cox Automotive, who says approvals hit 73.8% in June."
Cox Automotive is a company that collects and analyzes car-industry data. Here, they’re being used as the source for the loan approval numbers.
Cox Automotive is a major automotive data and analytics company that tracks consumer and industry trends like auto lending and approvals. In this segment, it’s cited as the source for the approval-rate figures.
basis points
"That's up 170 basis points from May and 150 points here over year after dipping just 70% back in February."
Basis points are a way to measure small changes in rates. One basis point is 0.01%, so it helps you understand how big the change really is.
Basis points are a unit used to describe changes in interest rates or other financial percentages. One basis point equals 0.01%, so “170 basis points” is a 1.70 percentage-point change.
loan terms
"Loan terms keep stretching to a record 31.1% of loans now run longer than 72 months, while down payments slid to 13.2%."
Loan terms are how long you have to pay back your car loan. Longer terms can make the monthly payment smaller, but you may pay more overall.
Loan terms are the length of time you have to repay an auto loan, usually expressed in months. Longer terms can lower the monthly payment, but they often increase total interest paid over the life of the loan.
down payment
"Loan terms keep stretching to a record 31.1% of loans now run longer than 72 months, while down payments slid to 13.2%."
A down payment is the money you pay upfront for the car. Putting less money down usually means you have a bigger loan.
Down payments are the upfront cash you pay when buying a vehicle, reducing the amount you need to finance. Smaller down payments can increase the chance of owing more than the car is worth later, especially if values drop.
negative equity
"Edmunds finds 29.6% of trade-ins toward new vehicle purchases now carry negative equity. That equity, that negative equity is averaging $6,884 bucks a vehicle."
Negative equity means you owe more on the car than it’s worth right now. If you try to switch cars, that “gap” often gets added to your next loan.
Negative equity happens when the amount you owe on a vehicle loan is higher than the car’s current market value. It can make it harder to trade in or sell without rolling the difference into a new loan, which increases the cost of the next purchase.
trade-ins
"Edmunds finds 29.6% of trade-ins toward new vehicle purchases now carry negative equity."
Trade-ins are when you hand in your current vehicle to a dealer as part of the purchase of a new one. The trade-in value matters because if it’s lower than what you owe, you can end up with negative equity.
Edmunds
"Edmunds finds 29.6% of trade-ins toward new vehicle purchases now carry negative equity."
Edmunds is a car research company that looks at how people buy cars and what deals look like. In this segment, they’re providing the negative-equity trade-in numbers.
Edmunds is an automotive research and pricing site that also publishes analysis on shopping and financing trends. Here, it’s cited for data on how many trade-ins involve negative equity.
leasing
"Both Vayner and Drury expect longer terms and negative equity to persist, with Drury pointing to leasing as an option worth considering overrolling debt into the next loan."
Leasing is like renting a car for a few years with monthly payments. At the end, you usually return it (or sometimes buy it), and it can be a way to avoid rolling old loan problems into a new purchase.
Leasing is a financing structure where you pay to use a vehicle for a set period rather than buying it outright. It can help some shoppers avoid carrying negative equity forward, depending on the lease terms and how the dealer handles any payoff gap.
overrolling debt
"with Drury pointing to leasing as an option worth considering overrolling debt into the next loan."
Rolling over debt means you don’t fully pay off your old car loan before switching cars—you add the leftover balance to the new deal. That can make your new payments and total cost higher.
Overrolling debt (often called “rolling over” debt) means adding what you still owe on your current vehicle into a new loan or financing deal. This effectively carries the negative equity forward, increasing the amount financed and often the total cost.
Widewell
"Next up today, a recent Widewell survey offers a new look at how customers are talking about dealers. Check this out."
Widewell is a company that studies review data. Here it’s used to show what’s happening with dealership reviews on Google.
Widewell is a survey/review analytics firm referenced here for analyzing customer sentiment from online reviews. The segment uses its study to discuss how people are talking about dealers on Google.
connected tv
"So with connected TV, it's not a set-and-forget media buy."
Connected TV means ads shown on smart TVs and streaming devices. Because it’s delivered through the internet, advertisers usually have to keep adjusting it based on how well it’s working.
Connected TV (CTV) refers to streaming video devices and smart TVs that deliver ads via an internet connection rather than traditional broadcast. In advertising, it’s often managed dynamically—so you can’t just “set it and forget it” because performance and targeting can change over time.
impressions
"A lot of times, we'll see reports with impressions, and you'll see 5000000000 impressions."
Impressions are how many times an ad shows up on someone’s screen. You want the ad to be seen by the right people, not just to rack up a huge number.
Impressions are the number of times an ad is displayed to a viewer (or device). A high impression count alone doesn’t guarantee success—what matters is whether those impressions reach the right people and align with the campaign’s goals.
reach and frequency
"What is our reach and frequency? And we cap it at that."
Reach is how many different people see the ad. Frequency is how many times each of those people sees it, so you can avoid spamming the same viewers.
Reach is how many unique people (or households) see an ad, while frequency is how often they see it. “Reach and frequency” helps advertisers balance awareness without wasting money by overexposing the same audience.
first party data
"We have our first-party data. We have partner data, predictive models."
First-party data is information a company collects directly from its own customers or users (for example, from website visits, forms, or logged-in activity). It’s valuable for targeting and measurement because it’s tied to real interactions with the brand.
predictive models
"We have partner data, predictive models."
Predictive models are computer tools that try to guess what will happen next. In ads, they help decide who is most likely to care or take action.
Predictive models are algorithms that estimate outcomes—like which users are most likely to respond—based on patterns in data. In advertising, they’re used to improve targeting and optimize where ad spend goes.
partner data
"We have our first-party data. We have partner data, predictive models."
Partner data is audience information the advertiser gets from other companies. It can help find more people, but it’s only useful if it’s accurate and properly connected to your ads.
Partner data is audience information obtained through business partners (such as data providers or platforms) rather than collected directly by the advertiser. It can expand targeting options, but it depends on how the data is sourced and matched to campaigns.
Nissan Altima
"...ve? You go to my webpage and you're looking at an Altima. I'm not going to send you a frontier ad."
The Nissan Altima is a regular passenger car (a sedan) meant for everyday driving. People often look at it when they’re shopping for a dependable, practical car. The podcast mentions it as a specific model someone might be searching for or advertising.
The Nissan Altima is a mid-size sedan known for being a mainstream, high-volume family car. It often comes up in dealership and online advertising discussions because it’s a common model people search for and compare when shopping for a used or new sedan. In the podcast context, it’s referenced as an example of a specific vehicle listing or ad focus.
TV farms
"YogaCars says, can someone comment on the fraud [1434.3s] with TV farms and the views that are never seen? [1437.7s] And I've never heard of a TV farm."
“TV farms” are basically lots of TVs running in a controlled setup to make it look like ads are getting watched. The concern is that the views may not be real people actually interested in the cars.
“TV farms” refers to setups where many televisions are used to generate ad views or engagement artificially. In automotive advertising discussions, it’s brought up as a potential way to inflate view counts without real, human attention.
real inventory
"there's all sorts of signals that can be picked up. [1467.2s] So Shane and myself could work really close together [1470.1s] to find out when TVs are connected to cell phones as a Wi-Fi signal."
“Real inventory” means the cars a dealer actually has and can sell. They’re saying you need partners who can confirm the listings are legitimate, not fake or not actually for sale.
In dealer advertising, “real inventory” means actual, available vehicles that dealers can sell—not placeholder listings or non-saleable stock. The panel is emphasizing that partners should verify inventory authenticity so ad targeting and reported performance reflect genuine cars.
Wi-Fi signal
"So Shane and myself could work really close together [1470.1s] to find out when TVs are connected to cell phones as a Wi-Fi signal. [1474.6s] There's no TV connected to a cell phone."
A “Wi-Fi signal” is the wireless network connection that devices use to communicate over radio waves. Here it’s used to describe how TVs could be connected/identified via phone-based connectivity, which is framed as a way to detect whether “views” are coming from real devices versus questionable sources.
inventory exposure
"So roughly speaking, if you don't have the right partner [1484.9s] looking at all these things, you could be exposed [1487.6s] between 5% and 15% of the inventory."
“Inventory exposure” means how much of the dealer’s car listings might be affected by bad data or questionable tracking. They’re warning that a portion of the cars could be misrepresented if nobody is checking the details.
“Inventory exposure” here refers to how much of a dealer’s vehicle listings/stock could be inaccurately represented or not properly verified by ad/reporting systems. The hosts estimate that without the right partner checks, 5% to 15% of inventory could be exposed to this problem.
dealer advertising investment
"And that's problematic because dealer advertising investment [1495.0s] is a major component of what drives that."
“Dealer advertising investment” is the money a car dealer spends to advertise cars. They’re saying this spending is a big driver of how much attention the dealer’s inventory gets.
“Dealer advertising investment” is the money dealers spend on marketing (often including digital and TV campaigns) to attract shoppers. The panel links it to how ad performance and inventory visibility can influence what drives sales activity.
media mix
"they see it, [1796.4s] they hear it, they search for it, [1797.8s] you're not effectively managing your media mix. [1800.0s] So if there was one thing I would tell every dealer"
Media mix just means the different places you advertise—like different websites or ad types. The idea is to use the right mix and measure what it actually does.
Media mix is the combination of advertising channels a dealer uses (for example, search, display, social, video). The panelist argues dealers must manage it effectively so reporting ties ad spending to real outcomes.
post-impression traffic
"So if there was one thing I would tell every dealer [1801.7s] to look for in their reporting, [1803.0s] it's post-impression traffic. [1804.7s] And a subset of that is where are your ads appearing?"
It means how many people visit your site after they’ve seen your ad. It helps you tell whether the ad is actually getting attention, not just being displayed.
Post-impression traffic is website or app activity that happens after an ad was shown (an impression). Dealers track it to see whether ad exposure actually leads to measurable interest, not just ad delivery metrics.
CPMs
"I think the lack of transparency [1823.9s] when you're reporting on CPMs and impressions [1826.1s] with nothing to substantiate behind it."
CPM is a way advertisers measure ad cost. It tells you what you pay for about 1,000 times your ad is shown.
CPM (cost per mille) is an advertising pricing metric that represents the cost to show an ad to 1,000 viewers/impressions. In automotive dealer reporting, CPMs are often criticized if they’re presented without context like targeting quality or resulting traffic.
FTC
"Like any partnership, [1829.2s] Like any partnership, [1830.4s] if we were to look at recent updates with the FTC [1832.7s] or rate digital retailing during the pandemic,"
The FTC is a U.S. government agency that helps make sure advertising is fair and truthful. Here it’s being used as a reminder that dealers should be able to back up their marketing claims.
The FTC (Federal Trade Commission) is the U.S. agency that enforces consumer protection and advertising rules. The panelist references FTC expectations to emphasize that automotive advertising and reporting should be transparent and supportable.
digital retailing
"[1830.4s] if we were to look at recent updates with the FTC [1832.7s] or rate digital retailing during the pandemic, [1836.0s] there's an expectation that there's transparency"
Digital retailing means buying a car through online tools instead of only in person. It can include getting offers, pricing info, and setting up the next step digitally.
Digital retailing is the process of shopping for and buying a vehicle online—often including lead capture, pricing/offer presentation, and scheduling next steps. The panelist ties it to pandemic-era changes and the expectation of transparent reporting.
buying direct
"So TrueView buys direct from publishers instead of the open exchange. ... It just means that we're in a private one, right? So the publisher sets up a deal specifically for us."
Buying direct means the dealer works through a direct arrangement instead of a general marketplace. The dealer gets more clarity on where the cars are coming from and can see the inventory before it’s widely available.
Buying direct means a dealer sources inventory through a direct arrangement with the publisher rather than through a broader marketplace. The key difference described is more control and visibility: the publisher sets a deal for the dealer and the dealer can identify whose inventory it is before it reaches the open market.
TrueView
"So TrueView buys direct from publishers instead of the open exchange."
TrueView is the name of a company/platform mentioned in the panel. They’re described as sourcing car inventory directly rather than through a general marketplace.
TrueView is referenced as a platform that buys automotive inventory directly from publishers. In this discussion, it’s used to illustrate how “direct” sourcing differs from buying through an open exchange.
auction
"Buying direct doesn't necessarily mean the auction disappears. It just means that we're in a private one, right?"
In automotive inventory sourcing, an auction is a bidding process where buyers compete for access to specific vehicles. The speaker clarifies that buying direct may still involve an auction, but it’s handled in a more private, controlled setup.
open exchange
"On the open exchange, you're bidding on whatever's left after deals like ours clear and you often can't be certain who the real seller is."
An open exchange is like a public online marketplace for car inventory. Dealers bid on cars that are still available after other deals have already taken the best options.
An open exchange is a public or broadly accessible marketplace where inventory is auctioned to multiple buyers. In this context, dealers bid on whatever remains after other negotiated deals are completed.
pricing intelligence
"Two is pricing intelligence. And I think this is an important one. I can call our partners up and ask what supply looks like, who the seller is,"
Pricing intelligence is basically “market price information.” It helps you understand what cars are likely to cost and where the supply is coming from so you can make smarter offers.
Pricing intelligence is information that helps a dealer understand market pricing and supply conditions. The speaker implies it enables dealers to gauge what supply looks like and who the seller is, which can improve negotiation and bidding decisions.
OEM
"but we have to partner. [2314.8s] OEMs are very advanced in this field. [2317.3s] Our media partners are extremely advanced."
OEMs are the companies that make the cars in the first place. They’re the ones behind the brand and the main advertising strategy.
OEMs means original equipment manufacturers—typically the carmakers that design and build vehicles. In advertising, OEMs coordinate brand messaging and often work with dealers and media partners to run campaigns consistently.
Tier 3
"And we helped Tier 3 buy into connected TV, [2327.7s] and they were able to access premium sports [2329.8s] and things that they couldn't do on their own."
Tier 3 is a way of grouping participants by level—usually smaller or less resourced players. The idea is they can get better advertising opportunities when they team up.
Tier 3 here refers to a lower tier in the marketing/advertising supply chain—likely smaller dealers, agencies, or vendors that don’t have the same buying power as larger players. The speaker’s point is that Tier 3 could access better ad inventory (like premium sports) by partnering.
infinity dealers
"Now, I will tell you, it was a small scale. [2334.4s] There's 100 infinity dealers, [2336.4s] and we picked a subset of those"
Infiniti is Nissan’s luxury car brand. The speaker is saying they tested an advertising idea with only some Infiniti dealers first.
Infiniti is Nissan’s luxury brand, and the speaker is referring to its dealer network. The discussion is about running a pilot with a subset of Infiniti dealers to test whether a marketing approach works in practice.
Infiniti QX60
"...when I'm saying it's a small scale, scale. So the QX60, we built a working mother's audience, and then w..."
The Infiniti QX60 is a larger SUV designed to carry people comfortably, usually for family use. It’s meant for everyday driving but with more comfort features than a basic SUV. In the podcast, it’s brought up as an example of a vehicle that fits a certain type of buyer.
The Infiniti QX60 is a mid-size luxury SUV built for families, with a focus on comfort and space. The podcast context suggests it’s being discussed in terms of targeting a “working mother” audience, which fits the vehicle’s role as a people-hauler. It’s mentioned as a specific model within a broader marketing or audience strategy conversation.
CTV
"Michael Thompson says, [2547.7s] it's been exciting to see more transparency [2549.5s] and precision come into this space at the dealer level. [2553.2s] CTV, OLV, streaming audio, et cetera,"
CTV means ads that show up on smart TVs and streaming boxes. Instead of regular cable TV, it’s advertising aimed at people watching shows through the internet.
CTV stands for connected TV, meaning ads delivered on internet-connected televisions (like smart TVs and streaming devices). In dealer advertising, CTV is often used to reach households watching streaming content rather than traditional broadcast TV.
OLV
"Michael Thompson says, [2547.7s] it's been exciting to see more transparency [2549.5s] and precision come into this space at the dealer level. [2553.2s] CTV, OLV, streaming audio, et cetera,"
OLV is online video ads—ads that play while you’re watching videos on websites or apps. Dealers use it to reach people who are already watching video content online.
OLV stands for online video advertising, typically ads served on websites or in-app video players. For dealerships, OLV is used to target shoppers while they watch online videos, and it’s often tracked with reporting metrics like impressions and view-through rates.
streaming audio
"Michael Thompson says, [2547.7s] it's been exciting to see more transparency [2549.5s] and precision come into this space at the dealer level. [2553.2s] CTV, OLV, streaming audio, et cetera,"
Streaming audio means ads that play inside music or podcast apps. Dealerships can target people listening on their phones or smart speakers.
Streaming audio refers to audio ads delivered through internet-based platforms like music or podcast apps. In automotive dealer marketing, it’s used to reach listeners on mobile devices and smart speakers, with targeting and measurement tied to the streaming service’s ad system.
shared responsibility
"All right, for the entire panel, let's talk about this. [2573.9s] What does shared responsibility look like [2575.9s] in accountability for those CTV buys across OEM, [2578.7s] agencies, ad tech platforms, and for dealers?"
Shared responsibility means everyone involved in the ad campaign has a role in making it work. Instead of blaming one party, they agree on who’s responsible for results and reporting.
Shared responsibility is the idea that multiple parties in the advertising chain—OEMs, agencies, ad tech platforms, and dealers—each own part of the process and outcomes. In this context, it’s about aligning incentives and accountability so ad spend is measured and optimized with accurate reporting.
ad tech platforms
"What does shared responsibility look like [2575.9s] in accountability for those CTV buys across OEM, [2578.7s] agencies, ad tech platforms, and for dealers?"
Ad tech platforms are the online tools that run digital ad campaigns. They help decide who sees the ads and track how well they performed.
Ad tech platforms are software services that help buy, deliver, and measure digital ads (often including targeting, tracking, and reporting). In dealer advertising, they’re a key part of the “measurement” layer that determines how transparent performance data can be.
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