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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 10, 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

4,822 listings found

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Grand Island, NE

UnscoredInsufficient · 4
$2,500149,987 mi

Comparison: 4 similar vehicles

Grand Island, NE

2006 Nissan Murano SL

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

2006 Nissan Murano SL

York, NE

UnscoredInsufficient · 0
$2,500224,000 mi

York, NE

2017 Dodge Grand Caravan GT

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

2017 Dodge Grand Caravan GT

Grand Island, NE

Unscored
$2,900172,859 mi

Comparison: 8 similar vehicles

Grand Island, NE

2007 Chevrolet Suburban LT

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

2007 Chevrolet Suburban LT

Grand Island, NE

Unscored
$2,900294,370 mi

Comparison: 8 similar vehicles

Grand Island, NE

2011 Dodge Avenger Mainstreet

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

2011 Dodge Avenger Mainstreet

Lincoln, NE

UnscoredInsufficient · 0
$2,950118,061 mi

Lincoln, NE

2009 Nissan Versa S

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

2009 Nissan Versa S

Grand Island, NE

UnscoredInsufficient · 0
$2,975Mileage not verified

Grand Island, NE

2004 Chrysler Concorde LXI

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

2004 Chrysler Concorde LXI

Columbus, NE

UnscoredInsufficient · 0
$2,990147,210 mi

Columbus, NE

2002 Mercury Villager Estate

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

2002 Mercury Villager Estate

Milford, NE

UnscoredInsufficient · 0
$2,995186,000 mi

Milford, NE

1999 Ford F-150 LARIAT

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

1999 Ford F-150 LARIAT

Seward, NE

UnscoredInsufficient · 0
$2,995222,112 mi

Seward, NE

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Grand Island, NE

UnscoredInsufficient · 0
$2,999160,884 mi

Grand Island, NE

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Humphrey, NE

Unscored
$3,200211,258 mi

Comparison: 14 similar vehicles

Humphrey, NE

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Grand Island, NE

Unscored
$3,225149,014 mi

Comparison: 5 similar vehicles

Grand Island, NE

2005 Toyota Corolla LE

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

2005 Toyota Corolla LE

Lincoln, NE

UnscoredInsufficient · 0
$3,450187,339 mi

Lincoln, NE

2004 Chevrolet Avalanche Base

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

2004 Chevrolet Avalanche Base

Grand Island, NE

UnscoredInsufficient · 0
$3,450157,978 mi

Grand Island, NE

2010 Ford Expedition Limited

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

2010 Ford Expedition Limited

Sutton, NE

UnscoredInsufficient · 0
$3,488368,142 mi

Sutton, NE

2007 Lincoln MKX Base

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

2007 Lincoln MKX Base

Albion, NE

UnscoredInsufficient · 0
$3,495201,478 mi

Albion, NE

2014 Hyundai Santa Fe Sport

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

2014 Hyundai Santa Fe Sport

Grand Island, NE

UnscoredInsufficient · 0
$3,500198,734 mi

Grand Island, NE

1986 Ford Ranger

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

1986 Ford Ranger

Seward, NE

UnscoredInsufficient · 0
$3,50044,000 mi

Seward, NE

1998 Chevrolet C1500 CHEYENNE

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

1998 Chevrolet C1500 CHEYENNE

Grand Island, NE

UnscoredInsufficient · 0
$3,599219,768 mi

Grand Island, NE

2005 Chevrolet Malibu LS

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

2005 Chevrolet Malibu LS

Grand Island, NE

UnscoredInsufficient · 0
$3,780214,883 mi

Grand Island, NE

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Grand Island, NE

Unscored
$3,900212,110 mi

Comparison: 11 similar vehicles

Grand Island, NE

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Lincoln, NE

Unscored
$3,950151,265 mi

Comparison: 24 similar vehicles

Lincoln, NE

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

Grand Island, NE

UnscoredInsufficient · 4
$3,950236,272 mi

Comparison: 4 similar vehicles

Grand Island, NE

2005 GMC Envoy SLE

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

2005 GMC Envoy SLE

Albion, NE

UnscoredInsufficient · 0
$3,995181,228 mi

Albion, NE

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Central City, NE

UnscoredInsufficient · 3
$3,995153,720 mi

Comparison: 3 similar vehicles

Central City, NE

No Photo

2017 Ford Escape S

Madison, NE

UnscoredInsufficient · 0
$3,999135,000 mi

Madison, NE

2009 Ford Flex SEL

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

2009 Ford Flex SEL

Madison, NE

UnscoredInsufficient · 4
$3,999280,701 mi

Comparison: 4 similar vehicles

Madison, NE

2017 Nissan Altima SV

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

2017 Nissan Altima SV

Humphrey, NE

Unscored
$4,000231,258 mi

Comparison: 9 similar vehicles

Humphrey, NE

2016 Nissan Altima SL

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

2016 Nissan Altima SL

Humphrey, NE

UnscoredInsufficient · 0
$4,000186,258 mi

Humphrey, NE

2014 Ford Escape SE

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

2014 Ford Escape SE

Humphrey, NE

Unscored
$4,000191,258 mi

Comparison: 27 similar vehicles

Humphrey, NE

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Humphrey, NE

Unscored
$4,000130,258 mi

Comparison: 6 similar vehicles

Humphrey, NE

2005 Chevrolet Silverado 1500 Z71

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

2005 Chevrolet Silverado 1500 Z71

Columbus, NE

Unscored
$4,000184,174 mi

Comparison: 7 similar vehicles

Columbus, NE

2003 Jeep Liberty Sport

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

2003 Jeep Liberty Sport

Humphrey, NE

UnscoredInsufficient · 4
$4,000167,258 mi

Comparison: 4 similar vehicles

Humphrey, NE

2015 Nissan Rogue S

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

2015 Nissan Rogue S

Columbus, NE

Unscored
$4,035134,012 mi

Comparison: 9 similar vehicles

Columbus, NE

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Lincoln, NE

Unscored
$4,200160,344 mi

Comparison: 16 similar vehicles

Lincoln, NE

2000 Toyota Camry LE

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

2000 Toyota Camry LE

Grand Island, NE

UnscoredInsufficient · 0
$4,200163,983 mi

Grand Island, NE

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Weston, NE

Unscored
$4,390190,610 mi

Comparison: 18 similar vehicles

Weston, NE

2015 Ford Expedition XL

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

2015 Ford Expedition XL

Grand Island, NE

UnscoredInsufficient · 0
$4,400305,038 mi

Grand Island, NE

2009 Dodge Grand Caravan SE

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

2009 Dodge Grand Caravan SE

York, NE

UnscoredInsufficient · 0
$4,448200,049 mi

York, NE

2012 Nissan JUKE SL

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

2012 Nissan JUKE SL

Grand Island, NE

UnscoredInsufficient · 0
$4,499213,344 mi

Grand Island, NE

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Humphrey, NE

Unscored
$4,500188,258 mi

Comparison: 28 similar vehicles

Humphrey, NE

2015 Ford Escape SE

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

2015 Ford Escape SE

Humphrey, NE

Unscored
$4,500171,258 mi

Comparison: 12 similar vehicles

Humphrey, NE

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Humphrey, NE

Unscored
$4,500179,258 mi

Comparison: 12 similar vehicles

Humphrey, NE

2011 GMC Sierra 1500 Work Truck

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

2011 GMC Sierra 1500 Work Truck

Silver Creek, NE

UnscoredInsufficient · 0
$4,500144,306 mi

Silver Creek, NE

2007 Lincoln MKZ Base

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

2007 Lincoln MKZ Base

Humphrey, NE

UnscoredInsufficient · 0
$4,500160,258 mi

Humphrey, NE

2005 Acura RL Base

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

2005 Acura RL Base

York, NE

UnscoredInsufficient · 0
$4,500152,000 mi

York, NE

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Silver Creek, NE

UnscoredInsufficient · 3
$4,500139,152 mi

Comparison: 3 similar vehicles

Silver Creek, NE

2014 Ford Focus SE

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

2014 Ford Focus SE

Columbus, NE

Salvage title
$4,53491,457 mi

Columbus, NE

1998 Ford Econoline Van BASE

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

1998 Ford Econoline Van BASE

Grand Island, NE

UnscoredInsufficient · 0
$4,599135,164 mi

Grand Island, NE

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Grand Island, NE

UnscoredInsufficient · 3
$4,700160,000 mi

Comparison: 3 similar vehicles

Grand Island, NE

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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