Open app

Same Tacoma, $1,800 Apart: How Local Market Data Changes Pricing

Published on Nov 2, 2026•5 min read

Share

Same Tacoma, $1,800 Apart: How Local Market Data Changes Pricing

You've got a 2022 Tacoma TRD Off-Road with 38,000 miles at $36,900, and you know it's priced right. But, it's also at day 47, vehicle page views are thin, and the phone isn't ringing.

Ninety miles up the road, another store had the same truck, same miles, same price, and theirs was gone in 11 days.

The difference: similar trucks near you are listed about $1,800 lower...

Why the price looks fine on paper

We can see why a price like that feels safe. It lines up with the national pricing guides, everyone in the building recognizes it, and it's an easy number to defend in a pricing meeting.

Potential buyers, though, are scrolling through 15 or 20 similar trucks within a reasonable drive, sorted by price, and couldn't care less what a national guide says. Land $1,500 above that pack and you get passed over without a click.

What it costs you

Recent industry estimates put used-vehicle holding cost at roughly $50 to $85 per unit per day. Even at the low end, three extra weeks costs you about $1,050 on that truck before anyone touches the price.

Price too low in a tight market and the truck flies off the lot, along with gross you never needed to give away.

What sets the price on your lot

A used car is worth what buyers within driving distance will pay for it. That comes down to how many similar units they can pick from, what those cost, and how fast they're selling, and local market data is how you see all three.

Getting to the right price for your market takes four checks.

1. Find out how far your buyers really drive

Your real market is however far your buyers will actually drive. For a $14,000 commuter car, that might be the next town over; for a $55,000 diesel truck, people will happily give up a Saturday.

Check your ZIP codes

Pull the ZIP codes from the last 90 days of used retail deliveries in your DMS or CRM. As a rough rule of thumb, whatever distance covers about 80% of those buyers is your working radius.

(It's often not the default someone typed into a tool three years ago.)

Set it by segment

One radius for the whole store will be wrong for half of it. A rural store might need 100 miles to find enough comps for a fair read, while a metro store can find 40 inside 15 miles.

The comps that matter are the ones your buyers can actually drive to.

2. Count the competition

How many similar units sit in that radius, and how fast they sell, decides how much pricing power you have.

Pull the comps

Start with true comps: same make, model, and year, ideally a similar trim and within about 10,000 miles. Count how many are listed today.

Then work out market days supply, which sounds fancier than it is: how long that stock would last at the current local sales pace. Twenty comps, ten selling a month? Call it 60 days.

Read the supply

In most markets, 30 to 45 days supply is roughly balanced.

Under 30, buyers don't have many choices, so you can usually hold at market or a touch above. Over 60, you're one of a crowd and will probably need to be at or under market to get looked at.

Six comps selling fast and 22 comps sitting still are two different pricing jobs, even for the exact same truck.

3. Price against your local comps

Price each unit against what similar units nearby are listed for. That's your price to market: at 100%, you're right at the local average.

A $36,900 truck against a $35,100 local average comes out at 105%. Plenty of buyers sort by price. Not many scroll far.

Set your target

Pick one that fits the market you just sized up, then let your aging buckets move it. Your numbers will vary, but roughly:

A fresh unit in a tight market can usually start around 100%, or a bit above. In a crowded market, the same unit may need 97 or 98% to get anywhere near the top.

A unit can be worth every dollar of its price and still never get seen.

4. Re-check every week

Here's what trips up good managers: your local market changes every week, whether you touch anything or not.

A competitor cuts price. Three similar units land down the road. Or the two cheapest comps sell on Saturday, and by Monday you're cheaper than you need to be.

What to watch

Once a week, re-run comps on every unit under 60 days and watch three numbers: comp count, vehicle rank, and price to market.

Set a trigger

Put it in writing, because nobody remembers this on a busy Monday. A unit that drops three or more rank spots in a week, for instance, gets reviewed that day.

Wait for day 60 and you'll find out what went wrong on day 20. Your price can go from right to wrong without anyone touching it.

Example from the lot: one Tacoma, two markets

Store A (metro) Store B (rural)
Comparable units in radius226
Market days supply68 days24 days
Average local asking price$35,100$36,900
Asking price$36,900$36,900
Price to market105%100%
Days on lot47 and countingSold on day 11

Store A went with the price that looked right on paper, which left it $1,800 over the average of 22 comparable trucks, while Store B priced to its own market.

And Store A didn't save that $1,800. At an assumed $40 a day, 47 days on the lot is already close to $1,900 in holding cost, and the price cut is still coming. Store B isn't off the hook. With only 24 days supply, it might have asked 2% over and still sold inside three weeks. That's roughly $700 of gross it never asked for.

Monday-morning checklist

Fifteen minutes, one coffee, and every unit under 60 days:

  • Flag anything more than 2% above market where there's a lot of competition. Those get looked at first.
  • Flag anything more than 3% below market where there's little competition. You may be handing away gross.
  • List every unit that slipped three or more spots in vehicle rank since last week, even if its price never moved.

If you use AutosToday for Dealers

Each of your units in AutosToday for Dealers shows its own vehicle rank: where it stands among the similar vehicles buyers in your market are looking at. Open a unit and you'll see the local comps behind that rank and where your price falls among them.

A quick look on Monday morning covers most of the checklist above, minus the spreadsheet.

Ready to run your lot smarter?