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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 11, 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

1,415 listings found

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Minot, ND

Salvage title
$2,500232,930 mi

Minot, ND

2014 Chevrolet Sonic LT

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

2014 Chevrolet Sonic LT

Minot, ND

UnscoredInsufficient · 0
$3,176125,679 mi

Minot, ND

2016 Kia Optima LX

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

2016 Kia Optima LX

Minot, ND

UnscoredInsufficient · 0
$3,289199,910 mi

Minot, ND

2014 Chevrolet Impala 1FL

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

2014 Chevrolet Impala 1FL

Minot, ND

UnscoredInsufficient · 0
$3,294131,192 mi

Minot, ND

2004 Mazda MAZDA3 S

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

2004 Mazda MAZDA3 S

Minot, ND

UnscoredInsufficient · 0
$3,294164,169 mi

Minot, ND

2003 Chevrolet Malibu Base

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

2003 Chevrolet Malibu Base

Minot, ND

UnscoredInsufficient · 0
$3,399203,139 mi

Minot, ND

2012 Jeep Liberty Limited Jet Edition

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

2012 Jeep Liberty Limited Jet Edition

Minot, ND

UnscoredInsufficient · 0
$3,449166,386 mi

Minot, ND

2012 Chevrolet Malibu Fleet

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

2012 Chevrolet Malibu Fleet

Minot, ND

UnscoredInsufficient · 0
$3,499169,744 mi

Minot, ND

2008 Dodge Avenger SXT

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

2008 Dodge Avenger SXT

Minot, ND

UnscoredInsufficient · 0
$3,999125,697 mi

Minot, ND

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

Minot, ND

UnscoredInsufficient · 0
$4,298197,205 mi

Minot, ND

2006 Pontiac Vibe AWD

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

2006 Pontiac Vibe AWD

Minot, ND

UnscoredInsufficient · 0
$4,699141,085 mi

Minot, ND

1999 GMC Sierra SLE

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

1999 GMC Sierra SLE

Minot, ND

UnscoredInsufficient · 0
$4,799169,357 mi

Minot, ND

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Minot, ND

Unscored
$4,989281,334 mi

Comparison: 9 similar vehicles

Minot, ND

2012 Chevrolet Silverado 1500 LTZ

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

2012 Chevrolet Silverado 1500 LTZ

Minot, ND

UnscoredInsufficient · 0
$5,199245,474 mi

Minot, ND

2006 Chevrolet Silverado 1500 LT1

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

2006 Chevrolet Silverado 1500 LT1

Minot, ND

UnscoredInsufficient · 0
$5,199222,297 mi

Minot, ND

2011 GMC Terrain SLT-2

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

2011 GMC Terrain SLT-2

Minot, ND

UnscoredInsufficient · 0
$5,289138,485 mi

Minot, ND

2010 Chevrolet Tahoe LTZ

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

2010 Chevrolet Tahoe LTZ

Minot, ND

UnscoredInsufficient · 0
$5,289210,454 mi

Minot, ND

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Minot, ND

UnscoredInsufficient · 0
$5,799149,110 mi

Minot, ND

1997 Ford Mustang Base

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

1997 Ford Mustang Base

Minot, ND

UnscoredInsufficient · 0
$5,995151,436 mi

Minot, ND

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

Minot, ND

Salvage title
$5,999133,493 mi

Minot, ND

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Minot, ND

Unscored
$6,199102,883 mi

Comparison: 5 similar vehicles

Minot, ND

2015 Dodge Durango SXT Plus

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

2015 Dodge Durango SXT Plus

Minot, ND

UnscoredInsufficient · 0
$6,289159,215 mi

Minot, ND

2017 Jeep Patriot High Altitude Edition

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

2017 Jeep Patriot High Altitude Edition

Minot, ND

UnscoredInsufficient · 0
$6,294138,274 mi

Minot, ND

2009 Dodge Ram 1500 Pickup TRX

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

2009 Dodge Ram 1500 Pickup TRX

Minot, ND

UnscoredInsufficient · 0
$7,199169,858 mi

Minot, ND

2019 Honda CR-V LX

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

2019 Honda CR-V LX

Minot, ND

Unscored
$7,299136,779 mi

Comparison: 5 similar vehicles

Minot, ND

2015 Lincoln Navigator Base

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

2015 Lincoln Navigator Base

Minot, ND

UnscoredInsufficient · 0
$7,300219,002 mi

Minot, ND

2017 Ford Fiesta ST

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

2017 Ford Fiesta ST

Minot, ND

UnscoredInsufficient · 0
$7,78966,831 mi

Minot, ND

2019 Nissan Altima SR

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

2019 Nissan Altima SR

Minot, ND

UnscoredInsufficient · 0
$7,799149,505 mi

Minot, ND

2003 Ford F-350 Super Duty XLT

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

2003 Ford F-350 Super Duty XLT

Minot, ND

UnscoredInsufficient · 0
$7,799240,317 mi

Minot, ND

2010 Honda Fit Sport

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

2010 Honda Fit Sport

Minot, ND

UnscoredInsufficient · 0
$7,900104,333 mi

Minot, ND

2012 Ford E-Series Econoline Van Commercial

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

2012 Ford E-Series Econoline Van Commercial

Minot, ND

UnscoredInsufficient · 0
$7,995160,909 mi

Minot, ND

2013 Ford Escape SE

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

2013 Ford Escape SE

Minot, ND

UnscoredInsufficient · 0
$8,089146,366 mi

Minot, ND

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Minot, ND

Unscored
$8,29982,013 mi

Comparison: 8 similar vehicles

Minot, ND

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Minot, ND

UnscoredInsufficient · 0
$8,500114,200 mi

Minot, ND

2016 Chrysler 300 Limited

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

2016 Chrysler 300 Limited

Minot, ND

UnscoredInsufficient · 0
$8,799148,475 mi

Minot, ND

2014 Ford Expedition XL

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

2014 Ford Expedition XL

Minot, ND

UnscoredInsufficient · 0
$8,799127,591 mi

Minot, ND

2014 Chevrolet Silverado 1500 High Country

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

2014 Chevrolet Silverado 1500 High Country

Minot, ND

Unscored
$8,898184,751 mi

Comparison: 7 similar vehicles

Minot, ND

2016 Mazda MAZDA3 i Touring

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

2016 Mazda MAZDA3 i Touring

Minot, ND

UnscoredInsufficient · 0
$9,289161,115 mi

Minot, ND

2006 Ford F-250 Super Duty Lariat

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

2006 Ford F-250 Super Duty Lariat

Minot, ND

UnscoredInsufficient · 0
$9,399213,802 mi

Minot, ND

2012 RAM 1500 Pickup Tradesman

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

2012 RAM 1500 Pickup Tradesman

Minot, ND

UnscoredInsufficient · 0
$9,599133,362 mi

Minot, ND

2012 Chevrolet Captiva Sport LTZ

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

2012 Chevrolet Captiva Sport LTZ

Minot, ND

UnscoredInsufficient · 0
$9,79984,223 mi

Minot, ND

2020 Ford Escape SE

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

2020 Ford Escape SE

Minot, ND

Fair PriceLimited · 10
$9,80093,316 mi

Market: $10,000 – $16,790

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 20 days listed (based on current market benchmarks)

Minot, ND

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Minot, ND

Unscored
$9,999256,730 mi

Comparison: 12 similar vehicles

Minot, ND

2020 Ford Escape SE

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

2020 Ford Escape SE

Minot, ND

UnscoredInsufficient · 4
$10,00096,704 mi

Comparison: 4 similar vehicles

Minot, ND

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

Minot, ND

UnscoredInsufficient · 0
$10,000115,000 mi

Minot, ND

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Minot, ND

UnscoredInsufficient · 4
$10,199119,850 mi

Comparison: 4 similar vehicles

Minot, ND

2015 RAM 1500 Pickup Express

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

2015 RAM 1500 Pickup Express

Minot, ND

Unscored
$10,199147,461 mi

Comparison: 5 similar vehicles

Minot, ND

2017 Ford Escape SE

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

2017 Ford Escape SE

Minot, ND

Unscored
$10,291109,771 mi

Comparison: 5 similar vehicles

Minot, ND

2019 RAM 2500 Pickup Big Horn

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

2019 RAM 2500 Pickup Big Horn

Minot, ND

Unscored
$10,299202,770 mi

Comparison: 7 similar vehicles

Minot, ND

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Minot, ND

UnscoredInsufficient · 4
$10,299191,190 mi

Comparison: 4 similar vehicles

Minot, ND

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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