Skip to main content
U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · November 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

233 listings found

2005 Toyota Sienna XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Toyota Sienna XLE

Milaca, MN

UnscoredInsufficient · 3
$2,975210,142 mi

Comparison: 3 similar vehicles

Milaca, MN

2005 Ford Escape XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Ford Escape XLT

Milaca, MN

UnscoredInsufficient · 0
$3,975141,916 mi

Milaca, MN

1986 Chevrolet El Camino

Image from the dealer's site. OAV does not own, control, or store dealer images.

1986 Chevrolet El Camino

Milaca, MN

UnscoredInsufficient · 0
$4,00039,716 mi

Milaca, MN

2006 GMC Savana Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 GMC Savana Base

Milaca, MN

UnscoredInsufficient · 0
$4,975166,063 mi

Milaca, MN

2011 Subaru Forester X

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Subaru Forester X

Milaca, MN

Unscored
$5,950158,600 mi

Comparison: 7 similar vehicles

Milaca, MN

2009 Nissan Quest S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Nissan Quest S

Milaca, MN

UnscoredInsufficient · 0
$5,950125,117 mi

Milaca, MN

2008 Saturn VUE XR

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Saturn VUE XR

Milaca, MN

Unscored
$5,95084,385 mi

Comparison: 5 similar vehicles

Milaca, MN

2004 Nissan Maxima SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Nissan Maxima SE

Milaca, MN

UnscoredInsufficient · 0
$5,95064,563 mi

Milaca, MN

2003 Volkswagen Passat GLX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Volkswagen Passat GLX

Milaca, MN

UnscoredInsufficient · 0
$5,950117,169 mi

Milaca, MN

2008 Nissan Sentra 2.0

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Nissan Sentra 2.0

Milaca, MN

UnscoredInsufficient · 0
$5,975129,181 mi

Milaca, MN

2006 Ford Taurus SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Ford Taurus SE

Milaca, MN

UnscoredInsufficient · 0
$5,97570,197 mi

Milaca, MN

2000 GMC Yukon Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2000 GMC Yukon Base

Milaca, MN

UnscoredInsufficient · 0
$5,975182,138 mi

Milaca, MN

2008 Chevrolet Silverado 1500 LTZ

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Chevrolet Silverado 1500 LTZ

Milaca, MN

UnscoredInsufficient · 0
$6,925161,958 mi

Milaca, MN

1999 Chevrolet Metro LSI

Image from the dealer's site. OAV does not own, control, or store dealer images.

1999 Chevrolet Metro LSI

Milaca, MN

UnscoredInsufficient · 0
$6,95031,858 mi

Milaca, MN

2015 Dodge Grand Caravan SXT Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Dodge Grand Caravan SXT Plus

Milaca, MN

UnscoredInsufficient · 0
$6,975127,749 mi

Milaca, MN

2013 Ford F-150 XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford F-150 XL

Milaca, MN

Unscored
$6,975135,872 mi

Comparison: 5 similar vehicles

Milaca, MN

2012 Chevrolet Traverse 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Traverse 1LT

Milaca, MN

Unscored
$6,975105,982 mi

Comparison: 8 similar vehicles

Milaca, MN

2012 Nissan Versa S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Nissan Versa S

Milaca, MN

UnscoredInsufficient · 0
$6,97581,909 mi

Milaca, MN

2010 GMC Sierra 1500 Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 GMC Sierra 1500 Work Truck

Milaca, MN

UnscoredInsufficient · 0
$6,975154,571 mi

Milaca, MN

2010 Ford Fusion SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Ford Fusion SEL

Milaca, MN

UnscoredInsufficient · 0
$6,975118,387 mi

Milaca, MN

2008 Lincoln MKZ Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Lincoln MKZ Base

Milaca, MN

UnscoredInsufficient · 0
$6,97589,424 mi

Milaca, MN

2007 Chevrolet Colorado LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Chevrolet Colorado LT

Milaca, MN

UnscoredInsufficient · 3
$6,975125,411 mi

Comparison: 3 similar vehicles

Milaca, MN

2003 Subaru Forester XS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Subaru Forester XS

Milaca, MN

UnscoredInsufficient · 0
$6,97577,762 mi

Milaca, MN

2006 Ford F-150 STX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Ford F-150 STX

Milaca, MN

UnscoredInsufficient · 0
$7,47559,268 mi

Milaca, MN

2006 INFINITI M 45

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 INFINITI M 45

Milaca, MN

UnscoredInsufficient · 0
$7,95066,077 mi

Milaca, MN

1994 Buick Century

Image from the dealer's site. OAV does not own, control, or store dealer images.

1994 Buick Century

Milaca, MN

UnscoredInsufficient · 0
$7,95059,759 mi

Milaca, MN

2016 GMC Acadia SLT-1

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 GMC Acadia SLT-1

Milaca, MN

Unscored
$7,975153,653 mi

Comparison: 16 similar vehicles

Milaca, MN

2013 Dodge Avenger SXT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Dodge Avenger SXT

Milaca, MN

UnscoredInsufficient · 0
$7,97583,999 mi

Milaca, MN

2011 Chevrolet Equinox LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Chevrolet Equinox LS

Milaca, MN

UnscoredInsufficient · 0
$7,97553,472 mi

Milaca, MN

2010 Chevrolet Silverado 1500 LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Chevrolet Silverado 1500 LT

Milaca, MN

Unscored
$7,975132,585 mi

Comparison: 13 similar vehicles

Milaca, MN

2004 Ford F-150 Lariat

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Ford F-150 Lariat

Milaca, MN

Unscored
$7,97575,054 mi

Comparison: 5 similar vehicles

Milaca, MN

2003 Ford F-150 XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Ford F-150 XLT

Milaca, MN

UnscoredInsufficient · 0
$7,975100,020 mi

Milaca, MN

2001 Ford Mustang Deluxe

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Ford Mustang Deluxe

Milaca, MN

UnscoredInsufficient · 0
$7,975135,271 mi

Milaca, MN

2014 RAM 1500 Pickup SLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 RAM 1500 Pickup SLT

Milaca, MN

UnscoredInsufficient · 4
$8,150333,564 mi

Comparison: 4 similar vehicles

Milaca, MN

2012 Ford Fusion SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Fusion SEL

Milaca, MN

Unscored
$8,425106,693 mi

Comparison: 7 similar vehicles

Milaca, MN

2015 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford Escape SE

Milaca, MN

UnscoredInsufficient · 4
$8,47584,593 mi

Comparison: 4 similar vehicles

Milaca, MN

2015 Chevrolet Cruze 2LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Cruze 2LT

Milaca, MN

Unscored
$8,475120,249 mi

Comparison: 9 similar vehicles

Milaca, MN

2015 Chevrolet Traverse LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Traverse LS

Milaca, MN

UnscoredInsufficient · 0
$8,475119,581 mi

Milaca, MN

2013 Chevrolet Malibu 2LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Chevrolet Malibu 2LT

Milaca, MN

Unscored
$8,475153,744 mi

Comparison: 5 similar vehicles

Milaca, MN

2016 Chevrolet Cruze Premier

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Cruze Premier

Milaca, MN

UnscoredInsufficient · 0
$8,800116,430 mi

Milaca, MN

2003 Jeep Grand Cherokee LAREDO

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Jeep Grand Cherokee LAREDO

Milaca, MN

UnscoredInsufficient · 0
$8,950126,300 mi

Milaca, MN

2017 GMC Acadia Limited Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 GMC Acadia Limited Base

Milaca, MN

UnscoredInsufficient · 3
$8,975138,938 mi

Comparison: 3 similar vehicles

Milaca, MN

2016 Kia Soul Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Kia Soul Base

Milaca, MN

UnscoredInsufficient · 3
$8,97563,817 mi

Comparison: 3 similar vehicles

Milaca, MN

2013 GMC Terrain SLE-1

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 GMC Terrain SLE-1

Milaca, MN

Unscored
$8,975116,653 mi

Comparison: 9 similar vehicles

Milaca, MN

2012 Chevrolet Colorado Work Truck

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Colorado Work Truck

Milaca, MN

UnscoredInsufficient · 0
$8,975151,570 mi

Milaca, MN

2012 Chevrolet Equinox LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Equinox LS

Milaca, MN

UnscoredInsufficient · 0
$8,97579,204 mi

Milaca, MN

2012 Nissan Xterra S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Nissan Xterra S

Milaca, MN

UnscoredInsufficient · 0
$8,97578,604 mi

Milaca, MN

2008 Ford F-150 XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Ford F-150 XLT

Milaca, MN

UnscoredInsufficient · 3
$8,975105,101 mi

Comparison: 3 similar vehicles

Milaca, MN

2003 Ford Explorer Sport XLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Ford Explorer Sport XLS

Milaca, MN

UnscoredInsufficient · 0
$8,97559,256 mi

Milaca, MN

2015 Chevrolet Silverado 1500 LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Silverado 1500 LT

Milaca, MN

Unscored
$9,150213,897 mi

Comparison: 14 similar vehicles

Milaca, MN

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical time on market, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.