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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

5,499 listings found

1994 Chevrolet GMT400

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

1994 Chevrolet GMT400

Kearney, NE

UnscoredInsufficient · 0
$1,294Mileage not verified

Kearney, NE

2004 Chevrolet Colorado Z85

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

2004 Chevrolet Colorado Z85

Kearney, NE

UnscoredInsufficient · 0
$1,898211,895 mi

Kearney, NE

2007 Ford Edge SEL

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

2007 Ford Edge SEL

Hastings, NE

UnscoredInsufficient · 0
$1,984336,048 mi

Hastings, NE

2002 Chevrolet Impala

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

2002 Chevrolet Impala

Lexington, NE

UnscoredInsufficient · 0
$1,995Mileage not verified

Lexington, NE

1999 Honda CR-V EX

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

1999 Honda CR-V EX

Lexington, NE

UnscoredInsufficient · 0
$1,995327,496 mi

Lexington, NE

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Grand Island, NE

Unscored
$2,198210,040 mi

Comparison: 7 similar vehicles

Grand Island, NE

2007 Saturn VUE 2.2L

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

2007 Saturn VUE 2.2L

Kearney, NE

UnscoredInsufficient · 0
$2,294169,278 mi

Kearney, NE

2000 Mercury Grand Marquis GS

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

2000 Mercury Grand Marquis GS

Grand Island, NE

UnscoredInsufficient · 0
$2,400232,542 mi

Grand Island, NE

2001 Buick LeSabre Custom

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

2001 Buick LeSabre Custom

Lexington, NE

OverpricedLimited · 12
$2,495276,545 mi

Market: $2,098 – $2,198

Comparison: 12 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Lexington, NE

2005 Ford Explorer Sport Trac XLS

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

2005 Ford Explorer Sport Trac XLS

Grand Island, NE

UnscoredInsufficient · 0
$2,498211,073 mi

Grand Island, NE

2001 Mercury Grand Marquis LS

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

2001 Mercury Grand Marquis LS

Hastings, NE

UnscoredInsufficient · 0
$2,498158,085 mi

Hastings, NE

2004 Honda CR-V EX

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

2004 Honda CR-V EX

Alma, NE

UnscoredInsufficient · 0
$2,500276,015 mi

Alma, NE

2007 Hyundai Santa Fe Limited

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

2007 Hyundai Santa Fe Limited

Wood River, NE

UnscoredInsufficient · 0
$2,550269,129 mi

Wood River, NE

No Photo

1988 GMC GMT400

Hastings, NE

UnscoredInsufficient · 0
$2,599Mileage not verified

Hastings, NE

2008 Dodge Durango SLT

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

2008 Dodge Durango SLT

Kearney, NE

UnscoredInsufficient · 0
$2,787180,198 mi

Kearney, NE

1999 GMC Savana

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

1999 GMC Savana

Grand Island, NE

UnscoredInsufficient · 0
$2,870152,330 mi

Grand Island, 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

2008 Chevrolet Uplander LS

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

2008 Chevrolet Uplander LS

Lexington, NE

UnscoredInsufficient · 0
$2,995148,251 mi

Lexington, NE

2001 Dodge Dakota Base

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

2001 Dodge Dakota Base

Lexington, NE

UnscoredInsufficient · 0
$2,995250,108 mi

Lexington, NE

1998 Chevrolet S-10

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

1998 Chevrolet S-10

Lexington, NE

UnscoredInsufficient · 0
$2,995Mileage not verified

Lexington, NE

1998 Chevrolet C1500 SILVERADO

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

1998 Chevrolet C1500 SILVERADO

Lexington, NE

UnscoredInsufficient · 0
$2,995252,276 mi

Lexington, NE

2000 Toyota Camry LE

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

2000 Toyota Camry LE

Kearney, NE

UnscoredInsufficient · 0
$3,000288,915 mi

Kearney, NE

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Holdrege, NE

Unscored
$3,154248,000 mi

Comparison: 14 similar vehicles

Holdrege, NE

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Holdrege, NE

UnscoredInsufficient · 0
$3,154219,809 mi

Holdrege, 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

2012 Kia Forte EX

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

2012 Kia Forte EX

Kearney, NE

UnscoredInsufficient · 0
$3,287231,292 mi

Kearney, NE

1993 Cadillac DeVille

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

1993 Cadillac DeVille

Lexington, NE

UnscoredInsufficient · 0
$3,295234,176 mi

Lexington, NE

2003 Jeep Liberty Sport

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

2003 Jeep Liberty Sport

Lexington, NE

UnscoredInsufficient · 0
$3,495265,325 mi

Lexington, NE

1997 Toyota Corolla CE

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

1997 Toyota Corolla CE

Lexington, NE

UnscoredInsufficient · 0
$3,495266,573 mi

Lexington, NE

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Wood River, NE

Unscored
$3,550167,122 mi

Comparison: 6 similar vehicles

Wood River, NE

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Hastings, NE

Unscored
$3,576191,136 mi

Comparison: 9 similar vehicles

Hastings, NE

2012 Chevrolet Equinox LTZ

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

2012 Chevrolet Equinox LTZ

Shelton, NE

UnscoredInsufficient · 3
$3,595217,000 mi

Comparison: 3 similar vehicles

Shelton, 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

2006 Ford Explorer XLS

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

2006 Ford Explorer XLS

Lexington, NE

UnscoredInsufficient · 0
$3,695178,256 mi

Lexington, NE

2007 MINI Cooper S

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

2007 MINI Cooper S

Kearney, NE

UnscoredInsufficient · 0
$3,787189,247 mi

Kearney, 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

Kearney, NE

UnscoredInsufficient · 4
$3,787260,458 mi

Comparison: 4 similar vehicles

Kearney, NE

2010 GMC Yukon SLT1

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

2010 GMC Yukon SLT1

Alma, NE

UnscoredInsufficient · 0
$3,800264,536 mi

Alma, NE

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Holdrege, NE

UnscoredInsufficient · 3
$3,900196,000 mi

Comparison: 3 similar vehicles

Holdrege, NE

2010 Volkswagen Passat Komfort

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

2010 Volkswagen Passat Komfort

Grand Island, NE

UnscoredInsufficient · 0
$3,900143,772 mi

Grand Island, 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 · 0
$3,950236,272 mi

Grand Island, NE

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Kearney, NE

Unscored
$3,950236,074 mi

Comparison: 15 similar vehicles

Kearney, NE

2000 Chevrolet Tahoe Base

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

2000 Chevrolet Tahoe Base

Hastings, NE

UnscoredInsufficient · 0
$3,994233,795 mi

Hastings, NE

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Lexington, NE

Salvage title
$3,995194,410 mi

Lexington, NE

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Minden, NE

Unscored
$3,995187,120 mi

Comparison: 5 similar vehicles

Minden, NE

2007 Chevrolet Silverado 1500 Work Truck

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

2007 Chevrolet Silverado 1500 Work Truck

Lexington, NE

UnscoredInsufficient · 0
$3,995115,852 mi

Lexington, NE

2007 Hyundai Santa Fe SE

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

2007 Hyundai Santa Fe SE

Lexington, NE

UnscoredInsufficient · 0
$3,995200,866 mi

Lexington, NE

2007 Hyundai Sonata SE

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

2007 Hyundai Sonata SE

Lexington, NE

UnscoredInsufficient · 3
$3,995143,309 mi

Comparison: 3 similar vehicles

Lexington, NE

2007 Volvo S40 2.4i

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

2007 Volvo S40 2.4i

Lexington, NE

UnscoredInsufficient · 0
$3,995177,689 mi

Lexington, NE

2006 Jeep Commander Base

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

2006 Jeep Commander Base

Lexington, NE

Unscored
$3,995250,116 mi

Comparison: 18 similar vehicles

Lexington, NE

2006 Jeep Commander Base

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

2006 Jeep Commander Base

Lexington, NE

Unscored
$3,995228,680 mi

Comparison: 18 similar vehicles

Lexington, 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 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 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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