2/23/2026

speaker
Operator

Greetings and welcome to the ACV Q4 2025 earnings conference call. At this time, all participants are on a listen-only mode. A question and answer session will follow the phone presentation. If anyone should require operator assistance, please press star zero on your telephone keypad. As a reminder, this conference is being recorded. It is now my pleasure to introduce your host, Tim Fox, Vice President of Investor Relations. Thank you. You may begin.

speaker
Tim Fox
Vice President of Investor Relations

Good afternoon and thank you for joining ACV's conference call to discuss our fourth quarter and full year 2025 financial results. With me on the call today are George Shimon, Chief Executive Officer, and Bill Zarella, Chief Financial Officer. Before we get started, please note that today's comments include forward-looking statements, including statements regarding future financial guidance. These forward-looking statements are subject to risks and uncertainties and involve factors that could cause actual results to differ materially from those expressed or implied by such statements. A discussion of the risks and uncertainties related to our business can be found in our SEC filings and in today's press release, both of which can be found on our investor relations website. During this call, we will discuss both GAAP and non-GAAP financial measures. A reconciliation of GAAP to non-GAAP financial measures is provided in today's earnings materials, which can also be found on our investor relations website. And with that, let me turn the call over to George.

speaker
George Shimon
Chief Executive Officer

Thanks, Tim. Good afternoon, everyone, and thank you for joining us today. We are pleased with the ACV team's execution in Q4, delivering revenue at the high end of guidance and adjusted EBITDA above the high end. Our performance was driven by solid execution in our dealer wholesale business, despite challenging market conditions. As we continue to gain market share, expand our dealer partner network, and drive adoption of our value-added dealer solutions. And again, ACV Transport and Capital delivered strong revenue performance. We also executed on our product roadmap to further differentiate ACV's marketplace experience, support our commercial wholesale strategy, and expand our TAM. Turning to 2026, we are expecting revenue growth in the low double digits and adjusted EBITDA growth of approximately 28%, which includes additional growth investments to support our medium-term financial targets. We're confident that executing on this profitable growth strategy will create significant long-term shareholder value. With that, let's turn to a recap of our results on slide four. Q4 revenue was $184 million growth of 15% year-over-year, and we sold 193,000 vehicles. For the full year, we delivered 19% revenue growth and grew units by over 86,000, or 12% year-over-year. And adjusted EBITDA grew by over 100%, demonstrating the scale in our model. Next on slide five, we'll again focus our discussion around the three pillars of our strategy to maximize long-term shareholder value, growth, innovation, and scale. I'll begin with growth. On slide seven, we highlight how ACV is leveraging AI to attract new buyers and sellers, increase penetration and wallet share, and gain traction with large dealer groups. Let's begin with our marketplace. Our highly accurate condition-adjusted pricing guidance enabled sellers to set more informed reserve prices. Flexible auction durations and scheduling allowed dealers to customize their marketplace experience. Given the challenging market conditions in Q4, dealers increasingly leaned into ACV's technology. For buyers on our marketplace, We tailor their experience across buyer personas and optimize the bidding process by providing AI-enabled recommendations informed by dealer preferences and current market factors. These investments and our leading marketplace experience were key to growing our dealer network in 2025. With 15,000 unique sellers and over 22,000 unique buyers transacting with ATV, Our franchise rooftop penetration achieved a new milestone, reaching 35% during the year. And our major account team delivered impressive results, with a 300 basis point increase in rooftop penetration. Next on slide eight, I'll provide some highlights on our data services. Market traction for ClearCar remains strong, especially for ClearCar service, that enables dealers to seamlessly produce consumer appraisals and offers from their service lanes. ClearCar is also an effective lever to increase wholesale wallet share and attract new dealers to our marketplace. During 2025, existing dealers that launched ClearCar increased their wholesale volumes of the ECV by over 50% after going live. We're also seeing early momentum with our strategy to bundle ACV Max with wholesale. A recent cohort of new ACV Max dealers increased their wholesale vehicle sales on our marketplace by an average of 40% within one quarter of launching Max. Our strategy to offer a broader set of value-added solutions is creating another growth lever for ACV. Again, this quarter, we're excited to share feedback from one of our dealer partners, the Hendrick Automotive Group, which is using ACV's full suite of offerings. We posted a video on our IR website highlighting the significant value they're deriving from ACV solutions. Turning to slide nine. From a geographic perspective, we continue to drive strong growth within our more established regions. where network effects are driving significant market share. At the same time, our footprint has expanded across the country, as highlighted in these four regions, which delivered strong year-over-year unit growth in Q4. As we discussed in our Q3 call, there are certain emerging regions where we are increasing our territory manager and VCI footprint to drive accelerated growth. These efforts began in Q4 and will continue during 2026, and we are confident in the medium-term growth outlook for these markets. Turning to slide 10, let's review our marketplace service offerings, beginning with ACV Transportation. The transport team had strong execution in Q4, with 20% revenue growth and 110,000 transports delivered. AI-optimized pricing continues to drive strong growth and operating efficiency. Revenue margin has already achieved our mid-term target in the low 20s. And our off-platform transportation service continues to gain traction from our dealer partners, creating additional growth opportunities. Last, I will wrap up the growth section on slide 11 with ACV Capital highlights. ACV Capital has delivered strong revenue performance with 48% year-over-year growth in Q4. despite actively lowering our exposure to higher-risk customer segments. The ACB Capital team implemented new growth strategies while driving process enhancements to mitigate portfolio risk. As such, we are confident that ACB Capital will remain an important value-added service for our dealers and a long-term growth opportunity. Next on slide 12. I'll address the second element of our strategy to drive long-term shareholder value, innovation. Turning to slide 13, let's go deeper into how we are leveraging ACV AI to drive growth and to deliver value to our dealer and commercial partners. Using machine learning, we combine inspection data and dynamic market data to provide real-time pricing for every vehicle within ACV's pricing platform. For example, We are leveraging our pricing platform to offer ACV guarantee to sellers and deliver no reserve auction to buyers. This offering remains the fastest growing channel in our marketplace. We are pleased to see ACV guarantee mix increase to 19% in Q4. As a reminder, our guarantee sale is highly differentiated offering that benefits buyers, sellers, and ACV. by accelerating bidder engagement, increasing buyer satisfaction, removing seller market risk while delivering 100% conversion rate. We're confident our guarantee offering will be another key driver of market share gains. On slide 14, we highlight how we are further differentiating ACV in the market with AI-driven next-gen products like Viper and VirtualLift. We are extending our industry-leading inspection technology, vehicle data, and pricing capabilities to dealers looking to unlock consumer vehicle acquisition at scale in their service lane. At the recent NADA Industry Conference, we announced the next wave of availability for the Viper Early Access Program, and dealer reception was tremendous. We're excited to kick off the commercial launch of Viper, with select dealer partners, providing them with unique and scalable consumer sourcing platform. It will expand our TAM at a rooftop level by tapping into the large peer-to-peer segment. And by leveraging pricing models that bundle Viper with wholesale, we're creating a powerful new lever to drive wallet share expansion and unit growth. Wrapping up on innovation. Let's turn to our commercial wholesale strategy on slide 15. We are pleased to see the initial range of capabilities developed over the past year powering our first greenfield remarketing center in Houston. Our team has been in active conversations with commercial customers to deepen our understanding of the requirements for the next phase of our software build. We believe this new digital model and end-to-end experience will transform commercial vehicle remarketing We also look forward to launching an additional Greenfield location in Chicago this year. With that, I'll hand over to Bill to take you through our financial results and how we're driving growth at scale.

speaker
Bill Zarella
Chief Financial Officer

Thanks, George, and thank you for joining us today. We are pleased with our Q4 financial performance with revenue at the high end of our guidance range and adjusted EBITDA exceeding the range. On slide 17, let's begin with a brief recap of our fourth quarter results. Revenue of 184 million grew 15% year over year, compared to very strong results in Q4 24. Adjusted EBITDA of 8 million grew 36% year over year, reflecting strong expense discipline. Finally, non-GAAP net loss of 1 million was favorable relative to our guidance range. Next, on slide 18, let's review additional revenue details. Auction and assurance revenue was 55% of total revenue, and grew 11% year over year against a very tough comparison of 40% growth in Q4 24. This performance reflects 5% unit growth, which also faced a tough comparison of 27% growth in Q4 24. Auction and assurance ARPU of $528 grew 6% year over year and 4% quarter over quarter. Marketplace services revenue was 39% of total revenue and grew 23% year-over-year, reflecting continued strong performance for ACV Transport and ACV Capital. Lastly, our SAS and Data Services products comprise 5% of total revenue, with the year-over-year growth accelerating to 8%. Next, I'll review Q4 costs on slide 19. Non-GAAP cost of revenue as a percentage of revenue increased approximately 400 basis points year-over-year, The increase was primarily driven by higher arbitration costs as expected within a specific cohort of customers. Recall that our Q4 guidance assumed arbitration costs would remain elevated in the quarter, but that trends would normalize in 2026 following mitigation steps we implemented. These steps are already showing positive returns in early 2026. Non-GAAP operating expense, excluding cost of revenue as a percentage of revenue, decreased approximately 400 basis points year over year, reflecting operating leverage in our model. Moving to slide 20, I'll frame our investment strategy as we drive profitable growth. In 2026, we expect OPEX growth of approximately 9%, which is a decline from 12% in 2025. Note that 2026 OPEX includes approximately 11 million in additional go-to-market spending to support regional growth objectives. Even with these growth investments, adjusted EBITDA margin is expected to increase by approximately 100 basis points year over year. Next, I will highlight our strong capital structure on slide 21. We ended 2-4 with 270 million in cash and cash equivalents and 190 million of debt. Note that our cash balance includes 171 million of marketplace flow. In the figure on the right, we highlight our solid operating cash flow, which reflects adjusted EBITDA growth and margin expansion. Now turning to guidance on slide 22. First quarter revenue is expected to be 200 to 204 million, growth of nine to 12%. Adjusted EBITDA is expected to be 14 to 16 million, reflecting a seven to 8% margin. 2026 revenue is expected to be 845 to 855 million, growth of 11 to 13%. Note that full year revenue guidance assumes that our go-to-market investments will drive slightly higher growth in the second half of the year. 2026 adjusted EBITDA is expected to be 73 to 77 million, growth of approximately 28% year over year. We are expecting non-GAAP OpEx excluding cost of revenue to grow approximately 9% year over year. And with that, let me turn it back to George.

speaker
George Shimon
Chief Executive Officer

Thanks, Bill. Before we take your questions, I will summarize. We are pleased with our Q4 execution while navigating through challenging market conditions. We continue addressing these market challenges by enhancing our technology and operating models, ultimately making us even more resilient. We are attracting new dealer and commercial partners to our marketplace and expanding our addressable market, which positions ACV for attractive growth as market conditions improve. We are delivering on an exciting product roadmap powered by ACV AI to further differentiate ACV and drive operating efficiencies. We are focused on achieving strong adjusted EBITDA growth and delivering on our midterm targets that we believe will drive significant shareholder value. We are committed to achieving these results while building a world-class team to deliver on our goals. With that, I'll turn the call over to the operator to begin the Q&A.

speaker
Operator

Thank you. We will now be conducting a question and answer session. If you would like to ask a question, please press star 1 on your telephone keypad. A confirmation tone will indicate your line is in the question queue. You may press star 2 to remove yourself from the queue. For participants using speaker equipment, it may be necessary to pick up the handset before pressing the star keys. One moment, please, while we poll for questions. Our first question comes from the line of Andrew Boone with Citizens Bank. Please proceed with your question.

speaker
Andrew Boone
Citizens Bank Analyst

Thanks so much for taking my questions. I would love to just double-click in terms of 4Q25 units sold. We've seen this deceleration. Can you just help us understand whether that's competitor of pressure, the market, macro, anything you want to call out in terms of highlighting 4Q results? And then I'd love to ask about max. It sounds like you guys are seeing real results in terms of better integrating with dealers to just drive more volume. Can you help us understand what's the roadmap to drive better max adoption more broadly? Thank you.

speaker
George Shimon
Chief Executive Officer

Hey, Andrew. When you look at Q4, first, we delivered, as you can see, on our revenue expectations. I think we had a strong quarter from a revenue perspective for the year. We grew units 12%, so that was solid. And when you look at the Q4 compare, it was a tougher compare. But what we're doing about Creating more growth are the things we've talked about. We're adding more inspectors out in the field, so we'll start to see that benefit throughout this year. That's one area we're adding. We also talked about investing in a few more of the regions. We're adding additional territory managers. We talked about that on the call. And then we also talked about our differentiation with our products like MAX that you brought up. But I do want to actually bring up the real backdrop here on on dealer wholesale is growing from the physical auctions. Still 70% of the business out there is happening at physical auctions. So the broader need is still just to bring more and more business being had at physical auctions over to digital, which between our differentiated offerings is starting to happen more and more. And your second question on MACs, We are really starting to scale that business where it's now being connected more to wholesale. For some of the rooftops, we added an additional offering that puts a guarantee on units. So not only are we providing pricing guidance, but we'll put a guarantee, and we're starting to scale that with additional rooftops. So look forward to scaling max additionally throughout the year.

speaker
Andrew Boone
Citizens Bank Analyst

Thank you.

speaker
Operator

Thank you. Our next question comes from the line of Rajat Gupta with JPMorgan. Please proceed with your question.

speaker
Rajat Gupta
JPMorgan Securities Analyst

Great. Thanks for taking the question. I had a question just following up on the previous one. It looks like your 2026 guidance, it does not assume much of a change in overall market share growth versus what you saw in recent quarters um despite uh your incremental margins uh moving lower versus where you were last year um i'm curious you know why that would be the case and if there are like any one-time investments you know maybe wiper and you know other initiatives and other initiatives around commercial that might be causing that incremental margin to slow down i mean just helping It just seems a little counterintuitive to look at incremental margin dropping versus market share not accelerating. If you could clarify that, and then I have a quick follow-up. Thanks.

speaker
George Shimon
Chief Executive Officer

Yes, certainly, Rajat. Yeah, so I'll start, and then Bill can chime in. Two of the investments we're making, at least two, is what we've made with the infield, which are additional inspectors. We're hiring some additional territory managers, as I mentioned a few minutes ago. So that's one area of additional expense. And Bill could kind of go a little deeper. And second is, yes, we're starting to invest in the VIPER rollout. So that's also part of the numbers. So we believe, Rajad, as we're making these investments throughout the year, we'll start to see more of an impact towards the back half of the year, because obviously it takes a little time to get these things going. But, Bill, maybe you can chime in some more on this.

speaker
Bill Zarella
Chief Financial Officer

Yeah. So, Rajad, just to go through the numbers again. So the incremental spend that we baked into our guidance for this year in terms of those go-to-market investments is approximately $11 million. If you look at our incrementals excluding that, they would have actually grown 500 reps year-on-year from 25% to 30%. So that's, number one, just ensures you got the right numbers, right? And as George said, at this point, it's early in the year. We're making these investments, obviously, with the with the objective of driving more share gains. But we're pretty conservative at this point in terms of what we're going to bake into our guidance until we start to see these investments pay off over time.

speaker
Rajat Gupta
JPMorgan Securities Analyst

Understood. So the market share, essentially you're applying higher market share acceleration later in the year, assuming your investments bear some fruit.

speaker
Bill Zarella
Chief Financial Officer

We're assuming a slight increase in the second half of the year versus the first half, but again, we're taking a more conservative perspective at this point until we start to see this play out over time.

speaker
Rajat Gupta
JPMorgan Securities Analyst

Understood. Just a quick follow-up, a little more high-level question. Could you maybe comfort investors around just the risk of AI to the business? Clearly, there seems to be a lot of interpretations around Anything you can help, you know, just provide more clarity around that. What differentiates ATV? What differentiates your business model? Is there risk? Is there benefit from AI? You know, maybe if you could just, you know, just dig a little deeper into that and just how you're thinking about that. Thanks.

speaker
George Shimon
Chief Executive Officer

Yeah, I mean, the irony, Rajat, is we are that disruptor. We are the AI disruptor in this category. So we are that company disruptor. that is aiming to change automotive for the better. We're the company who's trying to help a traditional retailer, like a franchise dealer, has cars drive through a service drive, take pictures and videos, and predict the retail price within $38, what it's going to sell for, and estimate the wholesale value within $100 to the point we'll guarantee it. We're the ones making predictions on what types of inventory they should be buying and selling. We're adding new capabilities throughout the year that we believe will help franchise dealers become more efficient and actually need less people. We're huge fans of what you can do with AI. We're aiming to be that disruptor. We're aiming to be the one that helps franchise dealers modernize their use of these tools We're integrating with a lot of different vendors, so it's not like we're picking one widget or one thing. We're integrating with all the CRMs and all the DMS solutions. So regardless of what tech stack the dealer chooses, so, yeah, we should be one of the beneficiaries of the – of this theme that you're hearing from investors is that all industries will change. AI will change every single industry. This will be one of them, and we should benefit from that.

speaker
Rajat Gupta
JPMorgan Securities Analyst

I guess the interpretation is that there might be a new startup or a young company that can do what you're doing in a much easier fashion, in a much simpler fashion, maybe providing good inspection capability to the dealers directly or the pricing capabilities, is there anything you can do to protect your position, or do you even see that as something realistic or practical? Thanks.

speaker
George Shimon
Chief Executive Officer

Yeah, I think investors should do their homework. They should watch the video we posted regarding what we do for the largest private automotive company in the country, posted on our Hendrick Automotive. Watch that video, see what we're doing. They should do the research we're doing for some of the public automotive groups who speak very highly about what ACV is doing for them. I think when you do your homework, you'll see we're not just predicting numbers, we're predicting them to the point where we can back them and guarantee them. So, yeah, there could be startups that emerge in this category, but I think they'd have to raise hundreds of millions of dollars, if not billions, to then have the balance sheet and the data, which would be very difficult to do where we've inspected over a million cars a year. that we know all these scratches, all these dents. We've now earned the credibility to be part of the workflow for all these dealer groups. So I could see why in other industries they would be concerned. But in this one, Rajat, we are that disruptor.

speaker
Rajat Gupta
JPMorgan Securities Analyst

Fair enough. Great. Thanks for all the color and good luck.

speaker
Unknown Participant

Thank you. Thank you.

speaker
Operator

Thank you. Our next question comes from the line of Ron Josie with Citi. Please proceed with your question.

speaker
Ron Josie
Citi Analyst

Great. Thanks for taking the question, George. I wanted to ask about conversion rates and just wondering if they returned back to normal seasonality in the quarter after, you know, some sort of ups and downs last year and then, and then thoughts on conversion rates into 26 and, and then maybe a bigger picture when we look at the unit growth improvements across the Carolina, South Florida, South Carolina, California, East Texas, um, remind us what led to that outsized growth here and, and sort of what this means going forward. Thank you.

speaker
George Shimon
Chief Executive Officer

Yeah, certainly. On the first point, our conversion rate for Q4 was up year-over-year, where most of our competitors were flat or down. So we did see a year-over-year improvement in conversion rate. And we saw that, I think, the overall improvement where our no-reserve sale is doing this, what we refer to our investors as the guarantee offering. We give the guarantee to the seller. The buyer gets a no-reserve offering where they can bid without a reserve. It's really helping not only differentiate ACV but delivering a better buying experience, better seller experience. So we did seek, you know, conversion rates. Obviously, Q4 is always tougher on conversion rates. but we're executing well. And we actually do see our overall, our guarantee and no reserve offering continue to grow. This quarter it started out where we're already in the 20% range of our total units now selling. And we're seeing more and more of our customers start to adopt the product. So one, I would say conversion rate. I believe we're starting to become some of the best in the industry. And we did also, to help on conversion rates, we were harder on sellers who were giving us overpriced cars. We did get rid of a few sellers. We implemented more policies to make sure it's a better buyer experience. So we're being more and more prudent on not just chasing units, but making sure we're building the best experience. So we started to really sort of manage the marketplace with stricter rules, and that's really coming out. I think we're seeing higher buyer MPS as it relates to the sell-through rate, conversion rate, probably than I've seen in several years. So we're seeing some confidence from buyers coming back on conversion rate. So that was a long way to conversion.

speaker
Bill Zarella
Chief Financial Officer

Yeah, and then, Ron, just to put a finer point on the numbers, So sell-through in Q4 was up 150 bps year on year, which for us as we think about our business and kind of the trends that we can hopefully drive going forward, that can over time become more and more material.

speaker
George Shimon
Chief Executive Officer

And then on your second question, what did we do differently, we brought, like we gave an example to Carolinas, we took a very strong performer of ours that was in the New York metro area who was a territory manager. We promoted him to a regional director down to Carolina, so we brought somebody that really knew the ACV model. He then worked with the local territory managers. We also, I believe, added an additional territory manager in his region. We hired additional inspectors, and we really just doubled down. Strong execution. They really know how to present our differentiated offering, So, yeah, I would say that market, Carolina's took us a little bit longer than we would like to grow, but now it's growing. And we've got strong talent there. They've got great momentum. And we feel really good about it. Same story with South Florida. You know, our team down there is just a great team. They keep differentiating the ACV offering, whether it be the guaranteed sale. They're also one of the ones that are starting to leverage our inspector teammates to go out and help on the buying activity and the demand side. So they're leveraging our inspector base. not only listings, but just getting out into the field more, both sellers and buyers. So that leader down there, I met with him last week, is doing a fantastic job of just building that South Florida. So, yeah, we're really showing that region by region. We've got more work to do over here, but I'm really, really excited to see where we've got the right talent, we've got the right folks out there, we're starting to take share at healthy rates.

speaker
Ron Josie
Citi Analyst

Thank you, George. Thank you, Bill. Thank you.

speaker
Operator

Sure. Thank you. Our next question comes from the line of Bob Levick with CJS Securities. Please proceed with your question.

speaker
Bob Levick
CJS Securities Analyst

Good afternoon. Thanks for taking our questions.

speaker
George Shimon
Chief Executive Officer

Good. Thank you, Bob.

speaker
Bob Levick
CJS Securities Analyst

Yeah. I wanted to ask about Viper. You talked about, you know, rolling out this year. You talked about a lot of dealer interest of, you know, recent shows and stuff. Have you said, I guess, when will it be in the field? But more importantly, what are the keys you're watching for in your launch once you get it out there before you decide to do maybe a more widespread rollout?

speaker
George Shimon
Chief Executive Officer

Yeah, thanks, Doug. So we are – our number one priority with Viper in these initial rollouts is really to help ensure the dealer is going to be able to leverage us to acquire more vehicles. We think about dealers optimizing their revenue is all about the top of the funnel sourcing more cars. If they can source more cars, then they can optimize and decide which cars should they be retailing, which cars should they be wholesale. These initial customers primarily have ACV Max as their inventory management system. Our goal is to get them to buy more cars. So think a dealer buying, you know, 30, 40, 50, 70-plus cars, what they call off the curb or off street, primarily from their service drive. So that's a key KPI is helping them buy more cars. Some of the dealers we're talking to have very large goals. Bill and I actually met with one of them last week, and the general manager of that store said, was a dealer who said he'd like to buy 100 and what was the number?

speaker
Bill Zarella
Chief Financial Officer

He wants to retail 100 more used cars a month, which means he's probably going to buy more like 125 to 130 and retail the ones that he wants to keep.

speaker
George Shimon
Chief Executive Officer

So that would be an example, Bob, of here's a dealer who just got Viper, you know, and And those are the words of a specific dealer. And so we're psyched because here's a simple math. They buy more cars, they're going to wholesale more. The more they buy, they're going to keep the best 60% to 70% for retail. And then they'll end up wholesaling somewhere around 30% to 40% of these cars. And so think about it as TAM expansion for us at a rooftop level. So you'll see cars that either would want peer to peer or cars that would have went to one of the large big box type companies will now get purchased by that dealership. So said another way, we think some of the best run dealerships in the country are going to be dealers that have Viper. And if we could turn that rooftop into one of the best run dealerships in the country, then there's even a bigger reason to be working with ACV in the ACV portfolio.

speaker
Bob Levick
CJS Securities Analyst

Okay, that's exciting. So I can't wait to watch that as it rolls out. And you gave us a few stats on ACV, you know, price guarantee, 19% in the quarter and ticking up already for, you know, no reserve auctions and percent of volume. Is there a natural level or goal for that or a level that it can't go above? Or how do you think about, you know, the progression in the, you know, no reserve auctions and the percent of volume that could be.

speaker
George Shimon
Chief Executive Officer

You know, I think, um, you know, if we could see, um, our no reserve sales being, you know, and this won't, uh, I don't know what it'll hit this year, but I think if it could hit, um, mid 20th percent range this year, I'd be ecstatic. Um, maybe higher, who knows? Um, but it's really, um, We're not saying every single car should run no reserve, right? If you look at some vehicles, you know, like a frontline vehicle, you know, a dealer just running it for 24 hours on our platform, we're not saying every single car needs to run that way. But there is a halo that's happening on ACV's marketplace right now because the more cars that are running no reserve, buyers are showing up. We're still now, I think I mentioned as a prior call that we've got 9.8 bidders per car. I think we're now at over 10 bidders per car. So that keeps climbing, where we've got tremendous bid activity. That's on average, because there's some cars that might have 20 or more bidders per vehicle. So we've got great bid activity. It's allowing us to have our data science and predictions are getting better and better. Rajat asked the question earlier about AI. I mean, when you think about the ultimate sort of machine learning AI predictor is not just using third-party data out there on the Internet, but this is our data where we can put a number on a car, measure it of how well we execute, and then to have the bidirectional integration with the DMS where we know what dealers are retailing the cars for, we're in a really unique spot. So we're really pleased with where we're at today with our guarantee offering and how it's producing these sort of no-reserve opportunities for buyers.

speaker
Bob Levick
CJS Securities Analyst

Super. Thanks very much.

speaker
George Shimon
Chief Executive Officer

Thank you, Bob.

speaker
Operator

Thank you. Our next question comes from the line of Chris Pierce with Needham & Company. Please proceed with your question.

speaker
Chris Pierce
Needham & Company Analyst

Hey, good afternoon, everyone. Just to – I just want to understand – I may not have the math right, but if I look at just pure auction marketplace revenue per unit, it's in line with Q3. And on the prior call, you talked about incentivizing sellers, power sellers, and people to try the price guarantee. And I know that incentivizing power sellers has sort of been a long-standing industry dynamic. Should we think about that for you guys as something that's not temporary and that's sort of going to be sort of like the new normal as industry competitive levels change? Or am I reading into something? I just want to get your thoughts on that.

speaker
George Shimon
Chief Executive Officer

Yeah, I think that's a good point. Revenue per unit in Q4 was healthy, to your point. And I don't think you should think of that as temporary. We're not that worried about competition, where we think revenue per unit is going to fall. Bill might be able to add a little more color here. But I think that's a really good point. We did want to bring up to investors in the last earnings call that we didn't want our investors and analysts significantly increasing our POO over the next year to give us that ability, as you said, to reinvest. But having said that... I don't anticipate ARPU to go down meaningfully, but Bill, maybe there's more you can chime in here.

speaker
Bill Zarella
Chief Financial Officer

Yeah, so Chris, just to look at the numbers. So in Q3, right, our auction and insurance ARPU declined slightly from 523 in Q2 to 508, and then it bounced back up in Q4 to 528. What's baked into our modeling going forward and incorporated into our guidance is an assumption that that 528 pretty much is flat to maybe up very modestly in Q4. I'm sorry, in 2026. That's kind of the modeling that we've baked into our financials in terms of what we're giving you guys for the year. We'll see how it goes, but You know, it's going to hold up probably slightly better than we previously were modeling on our last call.

speaker
Chris Pierce
Needham & Company Analyst

Okay. And then just on competitive dynamics broadly, you know, I can't speak for all investors, but I feel like there was a school of thought that, you know, if we look back two years ago, wholesale was going digital and it was going to be a winner-take-most market. Would you push back that on maybe, maybe investor sentiment changing or industry sentiment changing that wholesale is going to go digital, but it'll be a duopoly type market and that'll naturally be buffers for each other's growth and comps will play a role in things like that. Like, I guess when you look at the industry three to five years from now, do you have a different perspective than you did maybe 18 months ago?

speaker
George Shimon
Chief Executive Officer

So I think at the end of the day, we're going to focus on being the leader. I believe we are still the dealer wholesale leader. We put on how many units last year? I just had a call. 86,000 units. I don't believe anybody else put on 86,000 dealer wholesale units last year. And when you think about our differentiator, We're not only in the wholesale category. We're helping dealers operate their business better. I really recommend, as folks are thinking about this, like not only watching the videos but talking to our end customers. The people we're working with – are happy with our wholesale results, but they're really saying is ACVs helping us run our business better. Go back to Rajat's question about AI changing industries like automotive. And I think investors should be worried that AI will change industries. I think that is a legitimate worry. We're doing that in this industry. We're helping dealers execute better. Now, is there still a ways to go where physical auctions are still the majority of the cars sold, yes. And we will continue to grow. Now, is there also some, I would say, credit to also, it may not be a winner take all. It could be a, there could be a couple winners in this category. I think there's truth to that, too. So I think we're going to be the leader. I believe we're going to have the most differentiated offering. And I believe there's also room for others, because at the end of the day, there's only 30-ish percent of the industry right now that's moved to digital.

speaker
Chris Pierce
Needham & Company Analyst

Okay. Thank you, and good luck.

speaker
George Shimon
Chief Executive Officer

Thank you.

speaker
Operator

Thank you. Our next question comes from the line of Eric Sheridan with Goldman Sachs. Please proceed with your questioning.

speaker
Eric Sheridan
Goldman Sachs Analyst

Thanks so much for taking the question, guys. Maybe two if I could. Given some of the moves you've made to expand footprint through 2025, how should we be thinking about investments to deepen that footprint reach in 2026 as a driver of growth and how that fits into your broader strategic priorities? That'd be number one. And any update on Project Viper? I don't think I saw anything in the prepared remarks or anything on the call so far. I just wanted to get a quick update on the technology side. from Project VIPER and how to think about that rollout as we get deeper into 26 as well. Thanks so much.

speaker
George Shimon
Chief Executive Officer

Yes, certainly, Eric. So, we are hiring away on the inspectors. I think between next couple months, we've got between this month and next month, I think we've got like 20 or 30 people in training right now. So, we're hiring, we're training. We will hit our inspector number goals, I'm hoping by Q3, which incorporates both the hiring and training to really get the national footprint I'd like in place right now. So you will see us just continually executing in that regard to increase our opportunity of going out and inspecting more cars and growing our footprint across the country. So it will take us several quarters to both get the hiring and training in place But I'd like to get this national footprint the way I would like it to be from a talent and inspecting more cars a day. My goal is to get most of this in place by the end of Q3. It's sort of my goal. It's an aggressive goal, but we're working hard. So that's on how to think about the talent and hiring and training. Because obviously it's not just hiring, but it's also training and getting all the people in the right places. And then second, your question on Viper, we've done two things. One is we're starting to implement somewhere, I don't know, it's about five to 10 Vipers a month right now. We're in the early days, Eric, where we're out putting somewhere, I think, around five to 10 a month over the next, you know, throughout the year. Think about these as the early dealers. that are dealers who are helping us not only integrate with the other third-party vendors, CRM companies, DMS, the various vendors, but also helping us nail down a few of the other requirements. So our goal is to put somewhere north of 100 of these out in the field, maybe as close as 200. So think like 100 to 200 of these. We've got at least 200 hand raisers, probably more than that. A dealer is saying they want it right now. I don't think we'll get them all alive this year. We'll see. So that'll be getting them all alive, making sure the product is accomplishing objective number one, which is helping them buy more cars, Objective number two, helping them have retail photos faster on their websites, which helps them retail cars faster. And objective number three, which is on their service revenue, helping them, dealers, for example, we're predicting tire depth at a pretty incredible, like my team is saying, 90% confidence, higher than 90% confidence. on tire deaths. So think about cars going through, and the dealer can now upsell tires to consumers as they're coming through. And it's also a way to help value the vehicle. So whether it's selling more cars, buying more cars, or their service revenue going up, those are the three key things we're watching. Our goal would be to start scaling this early next year, where once we've proved we feel really, really good, we just don't want to go build 100 of these a month right now or some significant number. And then we find out we wanted to tweak something. We just wanted to change something. And so the thought is be prudent. As many of you know, we do move fast, but we are pretty prudent over here. Make sure we feel like everything's going in the right direction, and then early next year really start to scale this thing, where throughout the year we'll also start taking orders.

speaker
Bill Zarella
Chief Financial Officer

Hey, Eric, it's Bill. So just, again, just going through the math. So we already talked about the $11 million incremental investment on the go-to-market side. So the incremental investment on the VIPER side, that's primarily going to flow through our financials as CapEx, since we capitalize these units and then, you know, amortize those costs over a subscription period. That's also another high single-digit millions. So call it approaching $20 million of incremental investment for those two initiatives combined.

speaker
George Shimon
Chief Executive Officer

And then, you know, more to come on the business model of future calls, but think subscription, but also tying back to wholesale. And that will be an opportunity for us to both help the dealer achieve their objectives, but also us drive our wholesale wallet share and rooftops working with us.

speaker
Eric Sheridan
Goldman Sachs Analyst

Great. Thank you, guys.

speaker
George Shimon
Chief Executive Officer

Thank you.

speaker
Operator

Thank you. Our next question comes from the line of Navid Khan with B. Riley Securities. Please proceed with your question.

speaker
Navid Khan
B. Riley Securities Analyst

Okay, great. Thank you very much. So, George, maybe just looking back at your commentary in November, I think when you were thinking about 2026 back then, you said it's prudent to probably assume that wholesale market stays flat in 2026. And now, you know, we are in Feb, 2026. Any, any thinking, anything that might have changed in terms of your thinking about the market for this year versus, you know, maybe that three months ago. So that's my first question. And then the second question is around arbitration expense and just wondering what are the kind of drivers here to get this thing down? Is it really more of a functional price volatility? And as that comes down, you expect it to come down or? You know, you did do some cleanup, so we're just trying to understand the drivers there and any cut-out there would be helpful. Thanks.

speaker
George Shimon
Chief Executive Officer

Yeah, certainly. And your first question on market, as of right now, we're not changing our perspective of dealer wholesale being flat for the year. But obviously a very good question. In January, according to NAAA, dealer wholesale was down by – six and a half percent. So you saw January was, you know, the market was down. Obviously, there was a lot of weather. February, there was also, there's been some weather, obviously. So I think too early to say it'll be down for the whole year. And I think I think there's enough things going on in the industry between what can happen with the tax refunds and When you generally think about the benefits right now of buying a used car from a tax perspective, there's benefits. There's going to be enough benefits on the used car side. There's going to be supply benefits of off-lease coming, and dealers are going to buy a lot of these cars. So as of right now, even though I would say the year started out with dealer wholesale being down – we are still thinking that it'll be a flattish year. Second question, arbitration, very good question. We feel really good about where our arbitration is in Q1 and where we're going into the year. We moved out some bad actors on the platform in November and December of last year. And we started to really just govern the platform better. And that's really playing out well. I think it's also the ACV brand of we're not letting folks take advantage of us anymore. We're starting to get out there. And I wish I would have just done this sooner. But I think as leaders, you kind of, as you're growing these businesses, you sometimes are just chasing a little bit. And I'm really proud of the team, really, really proud of the team. We executed extremely well in Q4. We are going into the year. I'm seeing MPS. I'm seeing buyer satisfaction. I'm seeing on the seller side and the buyer side more and more accountability. So, yeah, and plus our technology is getting better. Another thing Rajat mentioned about, like, using AI. We're starting to use AI to figure out what's going on with sellers and buyers and other types of things. So all in all, I'm proud of how the team's executing on arbitration.

speaker
Bill Zarella
Chief Financial Officer

And one other item I would add to what George indicated is, you know, with all the inspectors that we're adding, that we've already added and will continue to add this year, we're also going to be leveraging that increased inspector, you know, head count out there to also validate certain arbitration claims. So that'll kind of give us another opportunity to ensure that we're paying out when it makes sense to pay out based on validated claims.

speaker
George Shimon
Chief Executive Officer

Yeah, this is something we recently started piloting. And having the additional head count really helps. Because we right now send these cars to a some type of local dealership. And we found really it's been very helpful to go put our own eyes on the car. So yeah, as Bill mentioned, that'll be another positive way of us managing arbitration and allows us to handle these claims faster. Because it's not only us having, it becomes for the good actors a better process Because now we can send our person out there to validate the arbitration.

speaker
Navid Khan
B. Riley Securities Analyst

Thank you. Thank you. Thank you, George.

speaker
Operator

Thank you. Thank you. Our next question comes from the line of Jeff Lick with Stevens. Please proceed with your question.

speaker
Jeff Lick
Stevens Analyst

Great. Thanks for taking my question, guys. I got kind of a series of questions around, you know, helping dealers run their business better. They're all kind of related. First, could you talk a little, dig a little deeper on the usage, you know, the early returns on using Viper to boost service attachment and up-sale in the service lane? And then along with that, if you guys do a scan, you know, do you own the data or does the dealer own the data or do you guys both have access to it? And then I was wondering if you also elaborated to, I know you guys are doing some kind of private label auctions or intra dealer auction with different groups using your data. Just kind of wondering if you could, uh, you know, talk about those things.

speaker
George Shimon
Chief Executive Officer

Yeah, we've, uh, we've been starting to scale our service drive acquisition, um, both, uh, pre Viper and, and, and now, now, now starting to leverage Viper as well, but we're Jeff, we've got, uh, rooftops, uh, buying, um, I would say anywhere between four and one as high as 10% of all ROs, repair orders, service orders, coming through their service drive. So these are unbelievable numbers. So think on a rooftop basis, this could be anywhere between 40 and 100 cars a month. Bill and I met with one the other day that was already buying, what did he say, 75?

speaker
Bill Zarella
Chief Financial Officer

No, he's already... He's already buying over 150 a month.

speaker
George Shimon
Chief Executive Officer

A month. So we're seeing some – we're already starting to see, Jeff. Now, we've got to scale it. Think, like, we've got to go from, like, dozens of rooftops to, like, thousands. But where ACV is in place and where the dealer takes our best practices, our numbers are, like, off the chart. But we've got to get more rooftops doing it. And so – Clear car by itself meant that dealers still have to go around. They got to do the yes, no question, which, by the way, only takes a few minutes. So I would like to see more and more of them using it. And we now, in parallel, for a few rooftops, again, early stage, we'll actually put a guarantee on the cars. That's actually helpful because one of the negatives we're finding is even with all of our tech, they still only go put offers on the ones they really want to buy, which is not good for them or us. So now that we, and some pilots actually put a guarantee, now they don't feel like they're taking a risk buying a car they had no business buying. And so that's also being helpful. So we just got to take it from, we got to take this from dozens of rooftops to hundreds to thousands of rooftops. But the great thing, what I found in my entire career, I remember when we were selling a few hundred cars a month at ACB auctions, And we told the world we're going to go out there and disrupt dealer wholesale. Probably a lot of people thought we were crazy. And I'm sure there's folks who are saying you're going to do all this with AI. It sounds a little crazy, but once you could do it with dozens, you can do it with hundreds. You could do it with thousands. And I've seen that throughout my entire career. So that was your question. Uh, one, the question two on, uh, data is, uh, it's the dealer's data at the end of the day. And then we have the right to use the data in an aggregated methodology. I don't really want to speak anymore to that in a public call like this. But it's a win-win on how we were respectful about their data, but then how we could use the data for doing the things we're talking about, like we're talking about today, pricing predictions, things like that. So we have a very senior team from a legal and data perspective perspective here and doing it for 10 years. And so we've been able to do this in a way that's both positive for the dealers at us.

speaker
Jeff Lick
Stevens Analyst

Do you see eventually the ability to charge kind of non-volume contingent recurring revenue and maybe charge more for helping the dealer run their business better and not necessarily tying that to auction volume?

speaker
George Shimon
Chief Executive Officer

It will be both. So the way the model works, and I was going to try not to talk about the model today. That's really for middle of this year. But at a really high level, the way it'll work is the dealer will pay several thousand bucks a month. I won't say the number just yet, just so no one's modeling it yet. And then there'll be a rebate. So if we don't get the wholesale volume that we'd like to get, then they'll just pay us a healthy number. And, by the way, that's still a win-win. So if they end up just being a high, high SAS revenue account for us and that's what they decide, let's just say that dealer happens to own a physical auction, as an example, right? There's a couple of dealers here that across the country own physical auctions. So we have a great model. What we're going to charge them is still fantastic, but it would be a more significant subscription revenue. So, yeah, it'll be a win-win, whether – We get the wholesale volumes, which we think the wholesale volumes per rooftop could add TAM expansion that could be 20%, 30%, maybe more than the typical rooftop. So we're pretty excited about it.

speaker
Jeff Lick
Stevens Analyst

Great. Thanks very much for taking the questions, and best of luck in 2026.

speaker
Unknown Participant

Thank you, Jeff.

speaker
Operator

Thank you. And our next question comes from the line of Gary Prestapino with Barrington Research. Please proceed with your question.

speaker
Unknown Participant

Hi. Good afternoon, all. Hey, George, I had a couple – I got a question on guarantee and I had a question on VIPER. So with the guarantee, once it hits the reserve, do you start to see an influx of increased bidding. Does it kind of work like some of these classic car Mecham auctions where once the reserve comes off, the price goes up precipitously?

speaker
George Shimon
Chief Executive Officer

Yes, Gary. That's exactly the way this world operates. Dealers that are bidding on cars want to know a car is for sale. And when they know a car is for sale, they'll invest the time. They don't want to go bid on car after car and waste their time. And we believe the ACV no reserve sale, pretend that's its own auction, as though the rest of ACV doesn't exist, as though the rest of the industry doesn't even exist. While our no reserve sale is going on, we believe we have the highest bid activity in the industry. And so, Gary, yes, you're seeing exactly that because dealers are willing to invest their time because they know, you know, the top bidder is going to get the car.

speaker
Unknown Participant

Okay. And then – on viper and i realize it's real early in the game here but what what does your system do or how are the how are the the dealers getting over the reticence of the individual that owns the car to really trust the data to trust what's being spit out by the dealership you know there's always an inherent conflict of interest there right yeah uh

speaker
George Shimon
Chief Executive Officer

Good point, Gary. I think you're really bringing up that between AI and machine learning, we need the end customers to appreciate and trust the system. The good news is we've been out showing the end results of our data profile. And when you look at the last few months and the last few quarters, Our retail predictions of what a car is going to sell for in the next 30 days. Most recent results was within $38. So that's not me just saying, hey, this should work someday. This is saying our prediction of what the car is going to sell for. Now, it won't always, even if it's within $100, even if it's within $200. That's incredible. So, Garrett, we're not just, we didn't just build a hardware company. unit here and say, okay, go learn. We've been learning through ACV Max. We've been learning through ACV Auctions. Our wholesale predictions are within 100 bucks. So when you have this ability to walk in there with hardware that you've already been learning, you've already been proving, it allows us to have more credibility to do what you're asking, which is how do we change the process to trust it? Because we are walking in. Now, will there still be a transitory process to get trust? Of course. But at least we're walking in to this opportunity with a lot of credibility.

speaker
Unknown Participant

Okay. Thank you.

speaker
George Shimon
Chief Executive Officer

Thank you, Gary.

speaker
Tim Fox
Vice President of Investor Relations

So, Shamal, I think we're at the end of the call. So, from here, I'll just say thank you for joining us tonight. We hope to see you on the conference circuit over this next quarter. And, again, thank you for your interest in ACV. And, everybody, have a great evening. Thanks so much.

speaker
Operator

Thank you. And this concludes today's conference, and you may disconnect your lines at this time. Thank you for your participation.

Disclaimer

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