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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

709 listings found

2009 Kia Sportage LX

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

2009 Kia Sportage LX

Wendell, MN

UnscoredInsufficient · 0
$2,198230,775 mi

Wendell, MN

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Wendell, MN

Unscored
$2,897242,200 mi

Comparison: 40 similar vehicles

Wendell, MN

2011 Dodge Journey Mainstreet

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

2011 Dodge Journey Mainstreet

Wendell, MN

UnscoredInsufficient · 3
$3,198166,977 mi

Comparison: 3 similar vehicles

Wendell, MN

2010 Chevrolet Equinox 2LT

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

2010 Chevrolet Equinox 2LT

Wendell, MN

UnscoredInsufficient · 3
$4,198161,660 mi

Comparison: 3 similar vehicles

Wendell, MN

2005 Jeep Grand Cherokee Limited

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

2005 Jeep Grand Cherokee Limited

Milbank, SD

UnscoredInsufficient · 3
$4,299110,981 mi

Comparison: 3 similar vehicles

Milbank, SD

2013 Ford Escape SE

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

2013 Ford Escape SE

Wendell, MN

Unscored
$4,698139,144 mi

Comparison: 7 similar vehicles

Wendell, MN

2010 Ford Edge SE

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

2010 Ford Edge SE

Morris, MN

UnscoredInsufficient · 0
$4,990229,764 mi

Morris, MN

2013 Chevrolet Suburban LT

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

2013 Chevrolet Suburban LT

Morris, MN

Unscored
$5,349342,026 mi

Comparison: 7 similar vehicles

Morris, MN

2005 Nissan Pathfinder SE

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

2005 Nissan Pathfinder SE

Fergus Falls, MN

UnscoredInsufficient · 0
$5,350175,903 mi

Fergus Falls, MN

2013 GMC Yukon XL Denali

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

2013 GMC Yukon XL Denali

Wendell, MN

UnscoredInsufficient · 3
$5,698189,570 mi

Comparison: 3 similar vehicles

Wendell, MN

2012 Ford Edge Limited

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

2012 Ford Edge Limited

Wendell, MN

UnscoredInsufficient · 4
$5,698129,520 mi

Comparison: 4 similar vehicles

Wendell, MN

2018 Ford Explorer Utility Police Interceptor

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

2018 Ford Explorer Utility Police Interceptor

Wendell, MN

UnscoredInsufficient · 4
$5,699134,270 mi

Comparison: 4 similar vehicles

Wendell, MN

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Wahpeton, ND

Unscored
$5,990148,949 mi

Comparison: 8 similar vehicles

Wahpeton, ND

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Wendell, MN

Unscored
$5,998171,010 mi

Comparison: 7 similar vehicles

Wendell, MN

2013 Chevrolet Traverse 2LT

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

2013 Chevrolet Traverse 2LT

Morris, MN

UnscoredInsufficient · 0
$6,349249,268 mi

Morris, MN

2012 Volvo XC60 3.2

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

2012 Volvo XC60 3.2

Fergus Falls, MN

UnscoredInsufficient · 0
$6,490167,854 mi

Fergus Falls, MN

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

Fergus Falls, MN

Unscored
$6,500200,972 mi

Comparison: 6 similar vehicles

Fergus Falls, MN

2019 Kia Sorento LX

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

2019 Kia Sorento LX

Wendell, MN

Unscored
$6,698174,066 mi

Comparison: 19 similar vehicles

Wendell, MN

2016 Volkswagen Tiguan S

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

2016 Volkswagen Tiguan S

Wendell, MN

UnscoredInsufficient · 0
$6,699113,141 mi

Wendell, MN

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Morris, MN

Unscored
$6,990149,010 mi

Comparison: 9 similar vehicles

Morris, MN

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Great Bend, ND

OverpricedLimited · 10
$6,995134,000 mi

Market: $3,649 – $5,990

Comparison: 10 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Great Bend, ND

2010 Buick Enclave CXL-1

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

2010 Buick Enclave CXL-1

Great Bend, ND

UnscoredInsufficient · 0
$6,995149,000 mi

Great Bend, ND

2014 Buick Enclave Premium

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

2014 Buick Enclave Premium

Fergus Falls, MN

Unscored
$7,075185,555 mi

Comparison: 5 similar vehicles

Fergus Falls, MN

2017 Buick Envision Essence

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

2017 Buick Envision Essence

Fergus Falls, MN

UnscoredInsufficient · 4
$7,174222,549 mi

Comparison: 4 similar vehicles

Fergus Falls, MN

2014 Mazda CX-9 Touring

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

2014 Mazda CX-9 Touring

Wendell, MN

UnscoredInsufficient · 0
$7,198156,296 mi

Wendell, MN

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Milbank, SD

Unscored
$7,294184,589 mi

Comparison: 12 similar vehicles

Milbank, SD

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Fergus Falls, MN

UnscoredInsufficient · 4
$7,299139,052 mi

Comparison: 4 similar vehicles

Fergus Falls, MN

2012 Jeep Liberty Jet Edition

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

2012 Jeep Liberty Jet Edition

Fergus Falls, MN

UnscoredInsufficient · 0
$7,500111,005 mi

Fergus Falls, MN

2005 Ford Excursion Limited

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

2005 Ford Excursion Limited

Milbank, SD

UnscoredInsufficient · 0
$7,500231,208 mi

Milbank, SD

2016 Dodge Journey SE

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

2016 Dodge Journey SE

Milbank, SD

UnscoredInsufficient · 0
$7,800117,802 mi

Milbank, SD

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Fergus Falls, MN

Unscored
$7,950135,036 mi

Comparison: 20 similar vehicles

Fergus Falls, MN

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Milbank, SD

UnscoredInsufficient · 3
$7,978135,717 mi

Comparison: 3 similar vehicles

Milbank, SD

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Wahpeton, ND

Unscored
$7,990171,106 mi

Comparison: 8 similar vehicles

Wahpeton, ND

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Great Bend, ND

UnscoredInsufficient · 4
$7,99578,000 mi

Comparison: 4 similar vehicles

Great Bend, ND

2011 Buick Enclave CXL-2

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

2011 Buick Enclave CXL-2

Great Bend, ND

UnscoredInsufficient · 0
$7,995130,000 mi

Great Bend, ND

2016 Dodge Journey CrossRoad Plus

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

2016 Dodge Journey CrossRoad Plus

Lowry, MN

UnscoredInsufficient · 0
$7,99976,169 mi

Lowry, MN

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Fergus Falls, MN

Unscored
$8,000132,400 mi

Comparison: 38 similar vehicles

Fergus Falls, MN

2013 Chevrolet Traverse LTZ

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

2013 Chevrolet Traverse LTZ

Morris, MN

UnscoredInsufficient · 0
$8,100153,488 mi

Morris, MN

2015 Chevrolet Equinox LTZ

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

2015 Chevrolet Equinox LTZ

Morris, MN

Unscored
$8,221122,881 mi

Comparison: 12 similar vehicles

Morris, MN

2020 Mitsubishi Outlander SE

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

2020 Mitsubishi Outlander SE

Fergus Falls, MN

UnscoredInsufficient · 0
$8,500156,936 mi

Fergus Falls, MN

2017 Cadillac XT5 Premium Luxury

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

2017 Cadillac XT5 Premium Luxury

Milbank, SD

UnscoredInsufficient · 3
$8,800193,217 mi

Comparison: 3 similar vehicles

Milbank, SD

2013 Lincoln MKX Base

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

2013 Lincoln MKX Base

Morris, MN

Unscored
$8,990149,435 mi

Comparison: 13 similar vehicles

Morris, MN

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Wahpeton, ND

Fair PriceModerate · 22
$8,995119,000 mi

Market: $6,250 – $14,795

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 623 days listed (based on current market benchmarks)

Wahpeton, ND

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Fergus Falls, MN

Unscored
$9,000190,024 mi

Comparison: 25 similar vehicles

Fergus Falls, MN

2014 Ford Escape SE

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

2014 Ford Escape SE

Fergus Falls, MN

Fair PriceModerate · 30
$9,00069,400 mi

Market: $3,345 – $11,270

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Fergus Falls, MN

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

Fergus Falls, MN

OverpricedLimited · 11
$9,174137,216 mi

Market: $4,495 – $9,161

Comparison: 11 similar vehicles

Fergus Falls, MN

2017 Lincoln MKC Reserve

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

2017 Lincoln MKC Reserve

Wendell, MN

Unscored
$9,19899,300 mi

Comparison: 9 similar vehicles

Wendell, MN

2015 Chevrolet Suburban LTZ

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

2015 Chevrolet Suburban LTZ

Wendell, MN

Unscored
$9,198189,122 mi

Comparison: 38 similar vehicles

Wendell, MN

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Wahpeton, ND

Unscored
$9,378160,930 mi

Comparison: 13 similar vehicles

Wahpeton, ND

2014 Mazda CX-5 Sport

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

2014 Mazda CX-5 Sport

Fergus Falls, MN

Unscored
$9,425152,970 mi

Comparison: 5 similar vehicles

Fergus Falls, MN

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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

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