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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 6, 2026

7.1M+

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

1,122 listings found

2008 Chevrolet Uplander LS

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

2008 Chevrolet Uplander LS

Chisholm, MN

UnscoredInsufficient · 0
$2,999139,084 mi

Chisholm, MN

2010 Dodge Grand Caravan Hero

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

2010 Dodge Grand Caravan Hero

Hibbing, MN

UnscoredInsufficient · 0
$4,324195,836 mi

Hibbing, MN

2014 Ford Focus SE

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

2014 Ford Focus SE

Hibbing, MN

Unscored
$4,330172,540 mi

Comparison: 17 similar vehicles

Hibbing, MN

2003 Subaru Forester XS

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

2003 Subaru Forester XS

Chisholm, MN

UnscoredInsufficient · 0
$4,999113,115 mi

Chisholm, MN

1986 Chevrolet Corvette

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

1986 Chevrolet Corvette

Hibbing, MN

UnscoredInsufficient · 0
$5,650116,111 mi

Hibbing, MN

2014 Volkswagen Jetta SportWagen S

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

2014 Volkswagen Jetta SportWagen S

Duluth, MN

UnscoredInsufficient · 0
$6,990152,163 mi

Duluth, MN

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Duluth, MN

Unscored
$7,000150,704 mi

Comparison: 30 similar vehicles

Duluth, MN

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Virginia, MN

Unscored
$7,340131,342 mi

Comparison: 25 similar vehicles

Virginia, MN

2007 Chevrolet Tahoe LS

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

2007 Chevrolet Tahoe LS

Duluth, MN

UnscoredInsufficient · 0
$7,340154,000 mi

Duluth, MN

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Hermantown, MN

UnscoredInsufficient · 4
$7,995137,206 mi

Comparison: 4 similar vehicles

Hermantown, MN

2008 GMC Sierra 1500

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

2008 GMC Sierra 1500

Chisholm, MN

UnscoredInsufficient · 0
$7,99993,995 mi

Chisholm, MN

2007 GMC Sierra 1500 SLE1

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

2007 GMC Sierra 1500 SLE1

Chisholm, MN

UnscoredInsufficient · 0
$7,999160,742 mi

Chisholm, MN

2013 Toyota Camry L

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

2013 Toyota Camry L

Virginia, MN

UnscoredInsufficient · 0
$8,340162,703 mi

Virginia, MN

2013 Subaru Impreza 2.0I Sport Premium

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

2013 Subaru Impreza 2.0I Sport Premium

Virginia, MN

Unscored
$8,340125,590 mi

Comparison: 7 similar vehicles

Virginia, MN

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Hibbing, MN

Unscored
$8,349168,662 mi

Comparison: 31 similar vehicles

Hibbing, MN

2015 Mazda CX-9 Grand Touring

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

2015 Mazda CX-9 Grand Touring

Hermantown, MN

UnscoredInsufficient · 3
$8,495160,342 mi

Comparison: 3 similar vehicles

Hermantown, MN

2017 Subaru Forester Premium

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

2017 Subaru Forester Premium

Duluth, MN

Unscored
$9,340171,518 mi

Comparison: 29 similar vehicles

Duluth, MN

2016 RAM 1500 Pickup Express

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

2016 RAM 1500 Pickup Express

Hibbing, MN

Unscored
$9,341130,409 mi

Comparison: 8 similar vehicles

Hibbing, MN

2016 Chevrolet Traverse 2LT

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

2016 Chevrolet Traverse 2LT

Hibbing, MN

UnscoredInsufficient · 3
$9,341131,417 mi

Comparison: 3 similar vehicles

Hibbing, MN

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

Hibbing, MN

Unscored
$9,990175,085 mi

Comparison: 19 similar vehicles

Hibbing, MN

2013 Lincoln MKZ Base

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

2013 Lincoln MKZ Base

Duluth, MN

UnscoredInsufficient · 3
$9,99591,991 mi

Comparison: 3 similar vehicles

Duluth, MN

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Duluth, MN

Fair PriceLimited · 15
$9,999117,335 mi

Market: $8,295 – $39,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Duluth, 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

Chisholm, MN

UnscoredInsufficient · 3
$9,99980,115 mi

Comparison: 3 similar vehicles

Chisholm, MN

2018 Nissan Rogue SL

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

2018 Nissan Rogue SL

Duluth, MN

Unscored
$10,340125,312 mi

Comparison: 7 similar vehicles

Duluth, MN

2015 Subaru Outback Limited

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

2015 Subaru Outback Limited

Duluth, MN

Unscored
$10,495164,758 mi

Comparison: 16 similar vehicles

Duluth, MN

2003 Chevrolet Silverado 2500HD LS

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

2003 Chevrolet Silverado 2500HD LS

Chisholm, MN

UnscoredInsufficient · 0
$10,499207,489 mi

Chisholm, MN

2016 Subaru Legacy 2.5i Premium

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

2016 Subaru Legacy 2.5i Premium

Duluth, MN

UnscoredInsufficient · 4
$10,650131,837 mi

Comparison: 4 similar vehicles

Duluth, MN

2018 Buick Encore Preferred II

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

2018 Buick Encore Preferred II

Hibbing, MN

UnscoredInsufficient · 0
$10,84573,987 mi

Hibbing, MN

2019 Subaru Outback Touring

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

2019 Subaru Outback Touring

Duluth, MN

Unscored
$10,995189,946 mi

Comparison: 6 similar vehicles

Duluth, MN

2018 Chevrolet Equinox Premier

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

2018 Chevrolet Equinox Premier

Duluth, MN

Fair PriceModerate · 32
$10,99979,980 mi

Market: $8,999 – $16,988

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Duluth, MN

2017 GMC Terrain SLT

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

2017 GMC Terrain SLT

Chisholm, MN

Unscored
$10,999103,300 mi

Comparison: 5 similar vehicles

Chisholm, MN

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Hibbing, MN

Unscored
$11,334124,254 mi

Comparison: 21 similar vehicles

Hibbing, MN

2018 Subaru Outback Premium

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

2018 Subaru Outback Premium

Duluth, MN

Unscored
$11,340153,963 mi

Comparison: 15 similar vehicles

Duluth, MN

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Hermantown, MN

Unscored
$11,495127,290 mi

Comparison: 14 similar vehicles

Hermantown, MN

2017 Buick Encore Sport Touring

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

2017 Buick Encore Sport Touring

Duluth, MN

UnscoredInsufficient · 0
$11,65091,831 mi

Duluth, MN

2019 Hyundai Santa Fe SE

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

2019 Hyundai Santa Fe SE

Duluth, MN

Unscored
$11,840131,011 mi

Comparison: 23 similar vehicles

Duluth, MN

2014 RAM 1500 Pickup Express

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

2014 RAM 1500 Pickup Express

Hibbing, MN

Unscored
$11,941144,167 mi

Comparison: 21 similar vehicles

Hibbing, MN

2019 Subaru Impreza Premium

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

2019 Subaru Impreza Premium

Duluth, MN

Unscored
$11,995100,083 mi

Comparison: 6 similar vehicles

Duluth, MN

2018 Subaru Impreza Sport

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

2018 Subaru Impreza Sport

Duluth, MN

UnscoredInsufficient · 0
$11,995134,036 mi

Duluth, MN

2012 Ford F-150 STX

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

2012 Ford F-150 STX

Eveleth, MN

UnscoredInsufficient · 0
$11,99597,172 mi

Eveleth, MN

2016 RAM ProMaster Cargo Van Base

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

2016 RAM ProMaster Cargo Van Base

Chisholm, MN

UnscoredInsufficient · 0
$11,999151,399 mi

Chisholm, MN

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Hibbing, MN

Fair PriceModerate · 22
$12,337108,750 mi

Market: $5,500 – $45,300

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Hibbing, MN

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Hibbing, MN

Unscored
$12,340108,733 mi

Comparison: 6 similar vehicles

Hibbing, MN

2014 Ford F-150 Lariat

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

2014 Ford F-150 Lariat

Hibbing, MN

Unscored
$12,349183,406 mi

Comparison: 11 similar vehicles

Hibbing, MN

2019 Subaru Ascent Limited

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

2019 Subaru Ascent Limited

Duluth, MN

Unscored
$12,495154,903 mi

Comparison: 24 similar vehicles

Duluth, MN

2011 Nissan Titan PRO-4X

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

2011 Nissan Titan PRO-4X

Duluth, MN

UnscoredInsufficient · 0
$12,495147,085 mi

Duluth, MN

2018 Chevrolet Express Cutaway Base

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

2018 Chevrolet Express Cutaway Base

Hibbing, MN

UnscoredInsufficient · 3
$12,654166,615 mi

Comparison: 3 similar vehicles

Hibbing, MN

2021 Hyundai Venue SEL

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

2021 Hyundai Venue SEL

Duluth, MN

UnscoredInsufficient · 4
$12,82793,282 mi

Comparison: 4 similar vehicles

Duluth, MN

2012 RAM 2500 Pickup Laramie

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

2012 RAM 2500 Pickup Laramie

Hibbing, MN

UnscoredInsufficient · 3
$12,941176,615 mi

Comparison: 3 similar vehicles

Hibbing, MN

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Eveleth, MN

Unscored
$12,995142,244 mi

Comparison: 17 similar vehicles

Eveleth, 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 is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. 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 sell-time, 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 sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. 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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