The past several years reshaped the economics of automotive retail, creating operating conditions that were never likely to last. Dealers who thrived on thin supply and outsized margins are now addressing a harder operating environment: rising floorplan costs, more price-sensitive consumers, and compressed per-vehicle gross.

The dealers who will outperform the next five years are not simply those who work harder. They will be the ones who make better inventory decisions earlier. The advantage won’t come from having perfect inventory or simply spending kore on advertising. It will come from recognizing when a vehicle is starting to show signs of risk, diagnosing what is actually driving that risk, and acting while there are still options.

The dealership gap that is costing dealers profitability

Most dealerships still manage inventory by looking backward. A recent industry survey of dealership decisionmakers found that only 14% of respondents characterize their vehicle inventory as a depreciating financial asset. The majority view it primarily as a product to sell to customers or a marketing challenge to solve, according to a Lotlinx dealer survey.

That gap has real consequences. When a vehicle starts moving slower than expected, the default response is often to cut the price or put more advertising behind it. Sometimes those are the right decisions. But if they become the first response every time, dealers may be addressing the symptom rather than the problem that developed weeks earlier.

The more important questions are different: Which vehicles are showing early signs of risk? Is the issue pricing, merchandising, demand, visibility or something else? Which units need intervention today, while the dealer still has multiple options?

The goal isn’t simply to identify that a VIN is at risk. It’s to understand why it is at risk well enough to determine what action makes sense. Additional promotion may be the right answer for one vehicle. For another, changing the price, improving merchandising, addressing visibility, or recognizing a shift in demand may be more appropriate.

Days on lot is more than a sales KPI

Dealers have tracked days on lot for decades, but the metric is typically treated as a sales performance indicator.  The problem is that days on lot is often a rearview-mirror metric. By the time a vehicle has clearly aged, many of the best opportunities to influence its outcome have already passed.

Floorplan interest accrues. Opportunity cost compounds. Market demand can shift. The margin window narrows. By the time a unit reaches 60 or 90 days, the options available to a dealer have narrowed considerably, and all of them are expensive.  The goal shouldn’t be to wait until a vehicle becomes an obvious problem and then figure out what to do. It should be to recognize the signal early enough that the dealer still has choices.

The survey data also reveals just how costly delayed awareness has become. The same survey found that only 9% of dealership leaders can identify a struggling unit within 15 days of it becoming at risk. According to the survey, the largest group, 34%, takes 31 to 45 days to recognize a vehicle is unlikely to sell within their target window. An additional 14% do not identify the problem until 46 to 60 days in. By then, the cost of fixing the problem is often much higher.

In that environment, early identification is the most valuable tool available. A unit flagged at day 15 still has options: a review of merchandising, pricing, visibility, local demand or targeted digital exposure based on what the underlying data suggests is actually driving the risk.

Markdown prevention as better decision-making insurance

Markdowns are not random. They are the predictable consequence of unmanaged inventory risk. The more productive strategy treats markdown prevention as a form of gross profit insurance: a proactive practice of monitoring risk signals early and intervening before the loss becomes locked in. The more productive strategy is to identify the conditions that lead to a markdown early enough to do something about them.

This requires knowing which vehicles in the portfolio have genuine shopper demand and which do not. It also requires knowing whether marketing dollars are reaching the units that need them or being spent on vehicles that would sell regardless of additional advertising. Fifty-five percent of dealership respondents cited marketing spend inefficiency as a cost category their dealership most commonly underestimates.

The survey showed dollars spent advertising a car that already has ample shopper traffic are dollars unavailable to protect a unit genuinely at risk of aging into a markdown.

When advertising spend is allocated at the VIN level, matched to actual demand signals rather than applied broadly, dealers can make more informed decisions about where those dollars are needed most. But the objective isn’t to automatically put more promotion behind an at-risk VIN. It’s to determine whether promotion is actually the appropriate intervention. If the underlying issue is pricing, merchandising, visibility, or demand, more advertising alone may not solve it. The objective is to diagnose the problem, choose the intervention that best addresses it, and then measure whether that intervention actually changed the vehicle’s trajectory.

Inventory health requires a closed-loop decision process

Managing inventory health as a formal discipline means establishing specific practices across four areas.

First, dealers need a baseline understanding of which units in their current inventory carry demand and which do not, updated frequently enough to act on the information before it becomes stale.

Second, they need a defined intervention trigger. For example, if a unit is flagged within the first 15 days as attracting little shopper engagement relative to comparable vehicles, that should automatically prompt a review of merchandising quality, digital visibility, pricing competitiveness, and local demand before aging becomes the primary concern.

Third, they need a clear picture of how marketing spend is being distributed across the inventory and whether it aligns with actual need. If a vehicle already has healthy shopper engagement, advertising dollars may be better redirected toward units that are showing early signs of losing visibility. But again, that decision should follow a diagnosis of what is actually happening with the vehicle, rather than assuming promotion is the answer.

Fourth, they need a way to measure outcomes at the unit level, not just in aggregate, so they can evaluate which interventions consistently improve inventory performance and apply those lessons across future inventory cycles.

That creates a closed loop: identify the issue, diagnose what is driving it, take the appropriate action, measure the outcome and learn from what happened. The learning matters because the goal isn’t simply to resolve one struggling VIN. It is to understand which interventions work under which conditions and use those lessons to make better decisions across future inventory.

While many dealers historically relied on gut instinct to manage each one, technology now accelerates the practice and makes it more accurate and feasible at scale, particularly for groups managing inventory across multiple rooftops. The technology doesn’t replace the experience of a good used-car manager. It helps surface the signals that are increasingly difficult for any individual to track across hundreds of VINs, shifting demand patterns, pricing, merchandising, and marketing performance.

The job of technology isn’t to make the decision for the dealer. It’s to put the right decision in front of the right person while there is still time to act.

The broader opportunity: From reaction to prevention

The automotive retail environment that defined profitability from 2020 to 2023 is not returning. New-vehicle SAAR has moderated, consumer price sensitivity has increased, and the extraordinary per-unit gross of the supply-constrained years has compressed back toward historical norms. In that environment, dealers who find margin through better inventory discipline will have a structural advantage over those who are still waiting for market conditions to improve.

The shift from reacting to inventory problems to identifying and addressing them earlier is not primarily a technology decision. It is a leadership decision. It begins with how a dealership principal or general manager frames the question each morning: not “what do we need to sell today” but “where is risk accumulating in our inventory, and what are we doing about it before it becomes expensive.” That question, asked consistently, is the foundation of an inventory health practice that protects gross profit across the full vehicle lifecycle.

Dealers who adopt this framework are not simply trying to sell cars faster. They are building an operational discipline around making better decisions earlier, turning inventory signals into action before a manageable issue becomes an expensive one.

The goal isn’t to eliminate every bad inventory decision. No dealer can do that. The goal is to identify risk sooner, understand what is causing it, take the right action, measure whether it worked, and learn from the outcome. That’s where inventory health becomes more than another way to monitor inventory. It becomes a repeatable decision-making discipline that can improve how dealers manage every vehicle that comes through the lot.

Fabian Macken is the senior vice president and chief customer officer of Lotlinx. For more information, visit www.lotlinx.com.