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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

4,189 listings found

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Lincoln, NE

Unscored
$2,198210,040 mi

Comparison: 19 similar vehicles

Lincoln, 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

2002 Acura RL Base

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

2002 Acura RL Base

Lincoln, NE

UnscoredInsufficient · 0
$3,000282,000 mi

Lincoln, NE

2013 Kia Sorento EX

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

2013 Kia Sorento EX

Lincoln, NE

UnscoredInsufficient · 0
$3,298115,575 mi

Lincoln, 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

1998 Dodge Ram Pickup ST

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

1998 Dodge Ram Pickup ST

Beatrice, NE

UnscoredInsufficient · 4
$3,995211,345 mi

Comparison: 4 similar vehicles

Beatrice, NE

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Marysville, KS

Unscored
$4,400202,480 mi

Comparison: 6 similar vehicles

Marysville, KS

2008 Volvo XC90 3.2

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

2008 Volvo XC90 3.2

Lincoln, NE

UnscoredInsufficient · 0
$4,500182,000 mi

Lincoln, NE

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Superior, NE

Unscored
$4,900Mileage not verified

Comparison: 8 similar vehicles

Superior, NE

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Sutton, NE

UnscoredInsufficient · 4
$4,956176,505 mi

Comparison: 4 similar vehicles

Sutton, NE

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Lincoln, NE

Unscored
$4,999202,100 mi

Comparison: 11 similar vehicles

Lincoln, NE

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Beatrice, NE

Unscored
$4,999234,709 mi

Comparison: 25 similar vehicles

Beatrice, NE

2006 Honda Civic EX

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

2006 Honda Civic EX

Lincoln, NE

Salvage title
$5,000201,035 mi

Lincoln, NE

2006 Kia Sportage LX

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

2006 Kia Sportage LX

Sutton, NE

UnscoredInsufficient · 0
$5,150257,599 mi

Sutton, NE

2011 Chevrolet Equinox 2LT

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

2011 Chevrolet Equinox 2LT

Seward, NE

Fair PriceLimited · 10
$5,495Mileage not verified

Market: $4,431 – $7,425

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Seward, NE

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Seward, NE

Unscored
$5,495Mileage not verified

Comparison: 8 similar vehicles

Seward, NE

2012 GMC Terrain SLT-2

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

2012 GMC Terrain SLT-2

Lincoln, NE

Salvage title
$5,499131,569 mi

Lincoln, NE

2007 Kia Sedona EX

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

2007 Kia Sedona EX

Denton, NE

UnscoredInsufficient · 0
$5,50099,016 mi

Denton, NE

2005 GMC Yukon SLE

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

2005 GMC Yukon SLE

Denton, NE

UnscoredInsufficient · 0
$5,500166,668 mi

Denton, NE

2004 Chevrolet Malibu LS

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

2004 Chevrolet Malibu LS

Belleville, KS

UnscoredInsufficient · 0
$5,50082,682 mi

Belleville, KS

2018 RAM ProMaster Cargo Van Base

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

2018 RAM ProMaster Cargo Van Base

Lincoln, NE

UnscoredInsufficient · 4
$5,791288,185 mi

Comparison: 4 similar vehicles

Lincoln, NE

2009 Pontiac G5 Base

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

2009 Pontiac G5 Base

Marysville, KS

UnscoredInsufficient · 0
$5,80092,267 mi

Marysville, KS

2008 Chevrolet Equinox LS

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

2008 Chevrolet Equinox LS

Lincoln, NE

UnscoredInsufficient · 3
$5,90082,582 mi

Comparison: 3 similar vehicles

Lincoln, NE

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Concordia, KS

Unscored
$5,995231,761 mi

Comparison: 26 similar vehicles

Concordia, KS

2011 Ford Expedition XLT

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

2011 Ford Expedition XLT

Seward, NE

UnscoredInsufficient · 0
$5,995Mileage not verified

Seward, NE

2000 Ford F-250 Super Duty XL

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

2000 Ford F-250 Super Duty XL

Dorchester, NE

Unscored
$5,99592,622 mi

Comparison: 8 similar vehicles

Dorchester, NE

2006 Scion xB Base

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

2006 Scion xB Base

Beatrice, NE

UnscoredInsufficient · 0
$6,094131,570 mi

Beatrice, NE

1998 Chevrolet Blazer Base

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

1998 Chevrolet Blazer Base

Fairbury, NE

UnscoredInsufficient · 0
$6,094248,908 mi

Fairbury, NE

1997 Cadillac DeVille

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

1997 Cadillac DeVille

Fairbury, NE

UnscoredInsufficient · 0
$6,094142,445 mi

Fairbury, NE

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Crete, NE

Unscored
$6,250123,060 mi

Comparison: 10 similar vehicles

Crete, NE

2005 Ford Mustang Deluxe

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

2005 Ford Mustang Deluxe

Sutton, NE

UnscoredInsufficient · 0
$6,493177,035 mi

Sutton, NE

2016 Nissan Juke S

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

2016 Nissan Juke S

Denton, NE

UnscoredInsufficient · 0
$6,500128,576 mi

Denton, NE

2009 Toyota Matrix S

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

2009 Toyota Matrix S

Marysville, KS

UnscoredInsufficient · 0
$6,500138,643 mi

Marysville, KS

2013 Nissan Pathfinder SL

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

2013 Nissan Pathfinder SL

Lincoln, NE

UnscoredInsufficient · 0
$6,599178,115 mi

Lincoln, NE

2012 Chevrolet Impala LTZ

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

2012 Chevrolet Impala LTZ

Beatrice, NE

Unscored
$6,638156,920 mi

Comparison: 7 similar vehicles

Beatrice, NE

2009 Hyundai Santa Fe GLS

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

2009 Hyundai Santa Fe GLS

Sutton, NE

UnscoredInsufficient · 0
$6,641151,671 mi

Sutton, NE

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Lincoln, NE

Unscored
$6,655138,936 mi

Comparison: 13 similar vehicles

Lincoln, NE

2007 GMC Yukon SLE2

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

2007 GMC Yukon SLE2

Concordia, KS

UnscoredInsufficient · 0
$6,899195,725 mi

Concordia, KS

2005 Buick Rendezvous CX AWD

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

2005 Buick Rendezvous CX AWD

Marysville, KS

UnscoredInsufficient · 0
$6,900Mileage not verified

Marysville, KS

2011 Chevrolet Tahoe LTZ

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

2011 Chevrolet Tahoe LTZ

Fairbury, NE

Unscored
$6,983242,533 mi

Comparison: 6 similar vehicles

Fairbury, NE

2015 Ford Escape SE

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

2015 Ford Escape SE

Crete, NE

Unscored
$6,991161,653 mi

Comparison: 23 similar vehicles

Crete, NE

2010 Ford Explorer Limited

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

2010 Ford Explorer Limited

Marysville, KS

UnscoredInsufficient · 0
$6,995163,126 mi

Marysville, KS

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Beatrice, NE

UnscoredInsufficient · 0
$6,995263,599 mi

Beatrice, NE

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Lincoln, NE

Unscored
$6,999161,784 mi

Comparison: 6 similar vehicles

Lincoln, NE

2014 Volkswagen CC R-Line

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

2014 Volkswagen CC R-Line

Lincoln, NE

UnscoredInsufficient · 0
$6,999132,526 mi

Lincoln, NE

2013 Chrysler 300 Base

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

2013 Chrysler 300 Base

Beatrice, NE

UnscoredInsufficient · 4
$7,094172,250 mi

Comparison: 4 similar vehicles

Beatrice, NE

2005 MINI Cooper S

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

2005 MINI Cooper S

Lincoln, NE

UnscoredInsufficient · 0
$7,14998,660 mi

Lincoln, NE

1997 BMW Z3 ROADSTER

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

1997 BMW Z3 ROADSTER

Lincoln, NE

Salvage title
$7,25071,354 mi

Lincoln, NE

2003 Chevrolet C65

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

2003 Chevrolet C65

Belleville, KS

UnscoredInsufficient · 0
$7,500313,610 mi

Belleville, KS

1994 Chevrolet GMT400

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

1994 Chevrolet GMT400

Marysville, KS

UnscoredInsufficient · 0
$7,500125,739 mi

Marysville, KS

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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