Automotive Fleet
MenuMENU
SearchSEARCH

How Data Can Power an Evolving Vehicle Market

Applying deep data science to vehicle inventory management can spur more accurate pricing models in real-time.

by Derek Hansen, vAuto
November 6, 2023
How Data Can Power an Evolving Vehicle Market

Dealers can get a real-time view of their local markets via ProfitTime GPS, which helps optimize used-vehicle inventory and process, and Stockwave, that allows them to bid and buy wholesale vehicles across 300-plus marketplaces.

Photo: Cox Automotive

3 min to read


As we navigate the fourth quarter, risks remain across the auto industry caused by the fallout from the United Auto Workers strike, a possible economic slowdown, and political uncertainty that’s putting downward pressure on consumer sentiment. In times like these, following the data is even more important — for us and our clients.

If you’ve followed the insights Jonathan Smoke and his team share each month, you’ve likely heard the vAuto name many times — but you may not understand how vAuto supports the wider enterprise. That’s why I was excited to join the Q3 Manheim Used Vehicle Value Index call earlier this month to share insights on vAuto and how our data is helping Cox Automotive — and our clients — navigate these unique times.

Ad Loading...

Founded in 2005, vAuto was among the early advocates for applying deep data science to vehicle inventory management, and it remains an essential part of Cox Automotive today. What makes vAuto an industry standout is its ability to provide dealers with a real-time view of their local market.

We do that through our flagship solution, ProfitTime GPS, which helps dealers optimize their used-vehicle inventory and process, and Stockwave, our wholesale solution that allows them to bid and buy across 300+ marketplaces. For new cars, our Conquest inventory management platform helps them improve their new car strategies and guide their pricing, merchandising and promotion decisions.

While our solutions span across the industry, from wholesale to used and new, they are all designed to help dealers maximize their returns on every vehicle. Data is how we help them achieve that.

Paired with actionable insights for their individual stores and their unique vehicles, vAuto’s data can predict the probability of any vehicle selling in the next seven days at any given price. In 2022 alone, vAuto helped over 14,000 dealers sell more than 23 million vehicles. That’s a lot of data, and it not only helps our clients but also enables Cox Automotive to understand the industry better than anyone else.

But beyond its deep data and live market view, what sets vAuto further apart in the marketplace is a sound philosophy. Nearly 20 years ago, vAuto founder Dale Pollak revolutionized the use of data science with the Velocity Method, which focused on turning inventory quickly. But as the market changed, so did vAuto, evolving to the current variable management approach that encourages dealers to focus on each vehicle’s individual investment potential.

Ad Loading...

This approach takes our view of the industry and uses it to help dealers understand that some vehicles are “turners” that need to be sold quickly, while others are “earners” that they can hold onto for greater profit. ProfitTime GPS helps dealers execute a variable management strategy, and to date, more than 2,000 dealers have signed on to this new way of managing inventory.

In an industry still experiencing unpredictable inventory levels with vehicle values that can shift quickly, it’s crucial for dealers to have data and partners they can trust.

Derek Hansen leads vAuto as the vice president of operations for inventory management solutions.

Originally posted on Vehicle Remarketing

Subscribe to Our Newsletter

More Remarketing

Pickup trucks in a row with overlay "Hidden Vehicle Value"
Remarketingby Chris BrownMay 18, 2026

How Connected Vehicle Data Is Lifting Fleet Resale Values

A vehicle health score could improve the value of fleet vehicles at remarketing. The path to a universal standard is forming, and fleets that understand the process early will be better positioned when it arrives.

Read More →
Blue bar graphs showing wholesale used vehicle price shifts according to vehicle segment.
Remarketingby News/Media ReleaseMay 11, 2026

Wholesale Used Vehicle Prices Slightly Up In April

The Iranian conflict and rising gas prices inject much uncertainty into the future wholesale used vehicle markets, as higher gas prices soak up spendable income from vehicle buyers.

Read More →
James McKinley stands on the stage during the 2026 CAR Conference and speaks about his acceptance of the Value Champion of the Year Award.
Remarketingby Chris BrownMay 8, 2026

CAR2026: James McKinley Wins Value Champion of the Year

James McKinley of City Rent a Truck was named the inaugural Fleet Value Champion at the CAR Conference for his data-driven approach to fleet lifecycle management and vehicle remarketing.

Read More →
Ad Loading...
Eric Autenrieth accepts the Fleet Remarketer of the Year award on a stage at the CAR Conference in Cleveland, OH.
Remarketingby StaffMay 8, 2026

CAR2026: Eric Autenrieth Wins Remarketer of the Year

Eric Autenrieth was recognized at this year's CAR Conference as the Remarketer of the Year.

Read More →
Lawrence Knapp stands on stage as he hives his acceptance speech for the cosigner of the year award.
Remarketingby StaffMay 7, 2026

CAR2026: Lawrence Knapp Wins Consignor of the Year

Lawrence Knapp won the Cosigner of the Year award at this year's CAR Conference.

Read More →
Image of three award winners at 2026 CAR
Remarketingby Faith HowellMay 6, 2026

2026 CAR Awards Celebrate Industry Excellence

CAR’s annual Fleet Remarketing Awards opened a reimagined 2026 conference designed to bridge the worlds of fleet management and automotive remarketing.

Read More →
Ad Loading...
Chris Brown standing on stage at The Conference of Automotive Remarketing announcing this year's award winners.
Remarketingby StaffMay 5, 2026

Inside the CAR2026 Awards: Leaders, Legacy & What’s Next

Here's a look inside the awards ceremony at the CAR Conference, where industry leaders reflected on the growth, impact, and future of automotive remarketing.

Read More →
A man standing in front of transparent tech screen with a the outline of a delivery truck.
RemarketingMay 1, 2026

The Predictive Pivot: How AI and Data Are Redefining Auto Logistics in 2026

AI is no longer a luxury but the baseline for profitability in 2026. Auto haulers that adopt these tools now will quickly outpace those that use manual workflows or take a wait-and-see approach.

Read More →
collage of conference speakers
Remarketingby Chris BrownApril 30, 2026

CAR 2026 Recap Part 2: Closing the Gap Between Data & Remarketing Value

The second half of CAR 2026 examined how fleets can translate lifecycle strategy, vehicle data, and market shifts into higher real-world results.

Read More →
Ad Loading...
Collage of CAR speakers
Remarketingby Chris BrownApril 27, 2026

CAR2026 in Two Words: Velocity, Value (Part 1)

The 2026 Conference of Automotive Remarketing convened with a mandate to involve a new constituency — fleet managers — and an updated mission to demonstrate unrealized value in de-fleeted vehicles.

Read More →