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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

2,717 listings found

2010 Toyota Prius II

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

2010 Toyota Prius II

Thompson, ND

UnscoredInsufficient · 0
$2,995300,837 mi

Thompson, ND

2008 Dodge Avenger SXT

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

2008 Dodge Avenger SXT

Thompson, ND

UnscoredInsufficient · 0
$2,995238,367 mi

Thompson, ND

2001 Chevrolet Express Base

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

2001 Chevrolet Express Base

Grand Forks, ND

UnscoredInsufficient · 0
$3,000292,452 mi

Grand Forks, ND

2004 Saturn ION 2

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

2004 Saturn ION 2

Grand Forks, ND

UnscoredInsufficient · 0
$3,289145,488 mi

Grand Forks, ND

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

Thompson, ND

Salvage title
$3,500226,676 mi

Thompson, ND

2006 Mercedes-Benz E-Class E350

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

2006 Mercedes-Benz E-Class E350

Grand Forks, ND

UnscoredInsufficient · 0
$3,689191,456 mi

Grand Forks, ND

2001 Chrysler Town & Country LX

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

2001 Chrysler Town & Country LX

Hallock, MN

UnscoredInsufficient · 0
$3,883139,948 mi

Hallock, MN

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Grand Forks, ND

UnscoredInsufficient · 4
$3,990175,950 mi

Comparison: 4 similar vehicles

Grand Forks, ND

2012 Dodge Grand Caravan SE

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

2012 Dodge Grand Caravan SE

Thompson, ND

UnscoredInsufficient · 0
$3,995203,172 mi

Thompson, ND

2012 Subaru Forester X Premium Package

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

2012 Subaru Forester X Premium Package

Michigan, ND

UnscoredInsufficient · 0
$3,995229,379 mi

Michigan, ND

2012 Kia Soul Base

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

2012 Kia Soul Base

Thompson, ND

UnscoredInsufficient · 0
$3,995228,652 mi

Thompson, ND

2007 Dodge Caliber SXT

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

2007 Dodge Caliber SXT

Michigan, ND

UnscoredInsufficient · 0
$3,995156,639 mi

Michigan, ND

2006 Chevrolet TrailBlazer LT

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

2006 Chevrolet TrailBlazer LT

Thompson, ND

UnscoredInsufficient · 0
$3,995217,502 mi

Thompson, ND

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Grand Forks, ND

UnscoredInsufficient · 0
$3,999201,178 mi

Grand Forks, ND

2012 Ford Focus SE

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

2012 Ford Focus SE

Grand Forks, ND

UnscoredInsufficient · 0
$4,490188,781 mi

Grand Forks, ND

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Thompson, ND

UnscoredInsufficient · 4
$4,500195,986 mi

Comparison: 4 similar vehicles

Thompson, ND

2013 Dodge Grand Caravan SE

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

2013 Dodge Grand Caravan SE

Thompson, ND

UnscoredInsufficient · 0
$4,500166,303 mi

Thompson, ND

2012 Chevrolet Impala LTZ

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

2012 Chevrolet Impala LTZ

Thompson, ND

Unscored
$4,500171,143 mi

Comparison: 8 similar vehicles

Thompson, ND

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Thompson, ND

UnscoredInsufficient · 0
$4,500149,559 mi

Thompson, ND

2007 GMC Yukon XL Denali

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

2007 GMC Yukon XL Denali

Thompson, ND

UnscoredInsufficient · 0
$4,500207,163 mi

Thompson, ND

2006 Buick Lucerne CXL

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

2006 Buick Lucerne CXL

Thompson, ND

Unscored
$4,500186,505 mi

Comparison: 9 similar vehicles

Thompson, ND

2001 Ford F-150 LARIAT

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

2001 Ford F-150 LARIAT

Thompson, ND

UnscoredInsufficient · 0
$4,500214,969 mi

Thompson, ND

2006 GMC Sierra 2500HD Work Truck

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

2006 GMC Sierra 2500HD Work Truck

Grand Forks, ND

UnscoredInsufficient · 0
$4,790295,216 mi

Grand Forks, ND

2015 Nissan Versa Note SV

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

2015 Nissan Versa Note SV

Grand Forks, ND

UnscoredInsufficient · 0
$4,990172,151 mi

Grand Forks, ND

2013 Chevrolet Suburban LTZ

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

2013 Chevrolet Suburban LTZ

Grand Forks, ND

Unscored
$4,990216,695 mi

Comparison: 5 similar vehicles

Grand Forks, ND

1987 Lincoln Continental

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

1987 Lincoln Continental

Grand Forks, ND

UnscoredInsufficient · 0
$4,990116,771 mi

Grand Forks, ND

2013 Ford Escape SE

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

2013 Ford Escape SE

Michigan, ND

UnscoredInsufficient · 3
$4,994171,177 mi

Comparison: 3 similar vehicles

Michigan, ND

2015 Ford Taurus SEL

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

2015 Ford Taurus SEL

Thompson, ND

Unscored
$4,995180,632 mi

Comparison: 7 similar vehicles

Thompson, ND

2013 Chrysler Town & Country Touring

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

2013 Chrysler Town & Country Touring

Michigan, ND

UnscoredInsufficient · 0
$4,995206,439 mi

Michigan, ND

2013 Lincoln MKX Base

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

2013 Lincoln MKX Base

Michigan, ND

UnscoredInsufficient · 0
$4,995275,197 mi

Michigan, ND

2008 Chevrolet Silverado 1500 1LT

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

2008 Chevrolet Silverado 1500 1LT

Michigan, ND

Unscored
$4,995193,453 mi

Comparison: 8 similar vehicles

Michigan, ND

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

Michigan, ND

Unscored
$4,995178,449 mi

Comparison: 6 similar vehicles

Michigan, ND

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Grand Forks, ND

UnscoredInsufficient · 0
$4,999145,000 mi

Grand Forks, ND

2014 Volkswagen Jetta S

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

2014 Volkswagen Jetta S

Grand Forks, ND

UnscoredInsufficient · 0
$4,999143,156 mi

Grand Forks, ND

2009 Chevrolet Avalanche LT2

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

2009 Chevrolet Avalanche LT2

Grand Forks, ND

UnscoredInsufficient · 0
$5,289212,409 mi

Grand Forks, ND

2007 Toyota Avalon Limited

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

2007 Toyota Avalon Limited

Grand Forks, ND

UnscoredInsufficient · 4
$5,289233,762 mi

Comparison: 4 similar vehicles

Grand Forks, ND

2006 Ford Econoline Van Commercial

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

2006 Ford Econoline Van Commercial

Grand Forks, ND

UnscoredInsufficient · 0
$5,289140,188 mi

Grand Forks, ND

2008 Chevrolet Suburban LT

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

2008 Chevrolet Suburban LT

Grand Forks, ND

UnscoredInsufficient · 0
$5,490225,500 mi

Grand Forks, ND

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

Thompson, ND

UnscoredInsufficient · 4
$5,500204,021 mi

Comparison: 4 similar vehicles

Thompson, ND

2016 Dodge Grand Caravan SE

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

2016 Dodge Grand Caravan SE

Thompson, ND

UnscoredInsufficient · 0
$5,500179,959 mi

Thompson, ND

2011 GMC Sierra 2500HD Work Truck

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

2011 GMC Sierra 2500HD Work Truck

Thompson, ND

UnscoredInsufficient · 0
$5,500310,732 mi

Thompson, ND

2011 Ford Fusion Hybrid

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

2011 Ford Fusion Hybrid

Grand Forks, ND

UnscoredInsufficient · 0
$5,780119,800 mi

Grand Forks, ND

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Oslo, MN

UnscoredInsufficient · 4
$5,880160,636 mi

Comparison: 4 similar vehicles

Oslo, MN

2003 Chevrolet Silverado 1500 LS

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

2003 Chevrolet Silverado 1500 LS

Oslo, MN

UnscoredInsufficient · 0
$5,880156,624 mi

Oslo, MN

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Grand Forks, ND

UnscoredInsufficient · 0
$5,980131,604 mi

Grand Forks, ND

2007 Honda Civic LX

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

2007 Honda Civic LX

Grand Forks, ND

UnscoredInsufficient · 0
$5,980188,979 mi

Grand Forks, ND

2015 Nissan Sentra SR

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

2015 Nissan Sentra SR

Grand Forks, ND

UnscoredInsufficient · 0
$5,990119,074 mi

Grand Forks, ND

2013 Chrysler 200 LX

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

2013 Chrysler 200 LX

Grand Forks, ND

UnscoredInsufficient · 0
$5,99088,851 mi

Grand Forks, ND

2013 Dodge Dart Aero

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

2013 Dodge Dart Aero

Grand Forks, ND

UnscoredInsufficient · 0
$5,990120,004 mi

Grand Forks, ND

2006 Mercedes-Benz E-Class E350

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

2006 Mercedes-Benz E-Class E350

Grand Forks, ND

Unscored
$5,990106,127 mi

Comparison: 7 similar vehicles

Grand Forks, 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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