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

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 →
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 →
Johan Verbois, executive director of CARA, stands outdoors in a blue blazer with arms crossed, with blurred vehicles and greenery in the background.
Remarketingby News/Media ReleaseApril 27, 2026

CARA Appoints Johan Verbois as Executive Director

CARA recently opened up a part-time executive director position and appointed Johan Verbois for the role.

Read More →
Ad Loading...
Fleet Remarketing Association temp logo
Remarketingby Chris BrownApril 20, 2026

Launch of Fleet Remarketing Association Signals New Era for Vehicle Lifecycle Value and Data Stewardship

The Association, dedicated to advancing the remarketing phase of the vehicle lifecycle, held its kick-off meeting on April 16 at the 2026 Conference of Automotive Remarketing (CAR) in Cleveland.

Read More →
Line comparisons of used vehicle inventory set in different colors.
Remarketingby News/Media ReleaseApril 20, 2026

March Used Vehicle Inventory Falls To Lowest Since 2019

Franchised and independent dealers had a total of 1.95 million used vehicles in stock in March, the lowest on record in the current data set.

Read More →
 A white Polestar 3 with all doors and trunk lid open while on display at an EV sales event.
Remarketingby News/Media ReleaseApril 7, 2026

Spring Bounce Pushes Q1 Used Vehicle Values Higher

Demand signals remain strong at auctions, with sales conversions, a clear sign of demand, reaching 68.2% in the most recent measure.

Read More →
Ad Loading...
Graphic promoting CAR 2026 roundtables featuring headshots of five speakers and topics including Wall Street trends, fleet data, upfits, fair market value, and AI in remarketing.
Remarketingby Chris BrownMarch 31, 2026

CAR 2026: Get the Wall Street Update on the Key Players in Remarketing

From a Wall Street analyst's take on remarketing's key players to whether fleets need their own version of Carfax, CAR 2026's afternoon roundtables will answer key operational and industry questions.

Read More →
Promotional graphic for CAR 2026 panel on data-driven value in commercial vehicles, featuring five industry experts and session details for April 16 in Cleveland.
Remarketingby Chris BrownMarch 31, 2026

CAR 2026 Session to Uncover the Missing Data That's Costing Fleets at Disposal

Work trucks lose value at remarketing, not because they aren't worth more, but because the data to prove it rarely makes it to the auction.

Read More →
Graphic promoting a CAR 2026 conference session showing four speaker headshots above the title “What Really Moves Vehicle Value Now — And What Doesn’t” with automotive conference branding
Remarketingby Chris BrownMarch 11, 2026

CAR 2026: What Really Moves Vehicle Value Now — And What Doesn’t

A panel at the 2026 Conference of Automotive Remarketing will examine how resale value is created across the vehicle lifecycle and which traditional remarketing practices still deliver ROI.

Read More →
Ad Loading...
Blue bar graphs showing a rise in used vehicle categories across the board.
Remarketingby News/Media ReleaseMarch 6, 2026

Wholesale Used Vehicle Prices Up In February

Solid demand at Manheim auctions with higher sales conversion rates indicate an appetite from dealers to buy.

Read More →