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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

16,255 listings found

2007 Honda Civic EX

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

2007 Honda Civic EX

Manhattan, KS

UnscoredInsufficient · 0
$1,995218,000 mi

Manhattan, KS

2002 Ford Escape XLT Choice

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

2002 Ford Escape XLT Choice

Kansas City, KS

UnscoredInsufficient · 0
$2,450309,113 mi

Kansas City, KS

2003 Toyota Corolla LE

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

2003 Toyota Corolla LE

Leavenworth, KS

UnscoredInsufficient · 0
$2,490Mileage not verified

Leavenworth, KS

2001 Toyota Camry LE

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

2001 Toyota Camry LE

Topeka, KS

UnscoredInsufficient · 0
$2,495331,195 mi

Topeka, KS

2009 Chevrolet Tahoe LT1

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

2009 Chevrolet Tahoe LT1

Rossville, KS

UnscoredInsufficient · 3
$2,900Mileage not verified

Comparison: 3 similar vehicles

Rossville, KS

2008 Chevrolet HHR LT

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

2008 Chevrolet HHR LT

Rossville, KS

Unscored
$2,900Mileage not verified

Comparison: 6 similar vehicles

Rossville, KS

2006 Chevrolet HHR LT

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

2006 Chevrolet HHR LT

Rossville, KS

UnscoredInsufficient · 0
$2,900214,334 mi

Rossville, KS

1997 Plymouth Grand Voyager SE

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

1997 Plymouth Grand Voyager SE

Rossville, KS

UnscoredInsufficient · 0
$2,900223,723 mi

Rossville, KS

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Kansas City, KS

UnscoredInsufficient · 0
$2,950182,408 mi

Kansas City, KS

2006 Chevrolet Aveo LS

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

2006 Chevrolet Aveo LS

Kansas City, KS

UnscoredInsufficient · 0
$2,950111,521 mi

Kansas City, KS

2002 Chevrolet Impala LS

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

2002 Chevrolet Impala LS

Spring Hill, KS

UnscoredInsufficient · 0
$2,950154,101 mi

Spring Hill, KS

2012 RAM Cargo Van Base

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

2012 RAM Cargo Van Base

Rossville, KS

UnscoredInsufficient · 0
$2,995185,485 mi

Rossville, KS

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Leavenworth, KS

UnscoredInsufficient · 4
$3,190Mileage not verified

Comparison: 4 similar vehicles

Leavenworth, KS

1997 Ford F-150

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

1997 Ford F-150

Manhattan, KS

UnscoredInsufficient · 0
$3,295235,000 mi

Manhattan, KS

2013 Ford Fiesta S

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

2013 Ford Fiesta S

Kansas City, KS

UnscoredInsufficient · 0
$3,450186,779 mi

Kansas City, KS

2013 Ford Fiesta SE

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

2013 Ford Fiesta SE

Kansas City, KS

UnscoredInsufficient · 3
$3,450209,211 mi

Comparison: 3 similar vehicles

Kansas City, KS

2011 Jeep Patriot Latitude X

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

2011 Jeep Patriot Latitude X

Kansas City, KS

UnscoredInsufficient · 0
$3,450226,535 mi

Kansas City, KS

2010 Jeep Patriot Sport

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

2010 Jeep Patriot Sport

Emporia, KS

UnscoredInsufficient · 0
$3,450211,263 mi

Emporia, KS

2007 Chrysler PT Cruiser Base

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

2007 Chrysler PT Cruiser Base

Kansas City, KS

Unscored
$3,450108,971 mi

Comparison: 6 similar vehicles

Kansas City, KS

2007 Hyundai Elantra GLS

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

2007 Hyundai Elantra GLS

Kansas City, KS

UnscoredInsufficient · 0
$3,450186,667 mi

Kansas City, KS

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

Kansas City, KS

UnscoredInsufficient · 0
$3,450147,023 mi

Kansas City, KS

2005 Volkswagen Passat GLS

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

2005 Volkswagen Passat GLS

Kansas City, KS

UnscoredInsufficient · 0
$3,450122,836 mi

Kansas City, KS

2004 BMW 7 Series 745Li

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

2004 BMW 7 Series 745Li

Kansas City, KS

UnscoredInsufficient · 0
$3,450217,019 mi

Kansas City, KS

2003 Chrysler PT Cruiser LIMITED

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

2003 Chrysler PT Cruiser LIMITED

Kansas City, KS

UnscoredInsufficient · 0
$3,450102,221 mi

Kansas City, KS

1999 Volkswagen Passat GLS V6

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

1999 Volkswagen Passat GLS V6

Kansas City, KS

UnscoredInsufficient · 0
$3,450107,118 mi

Kansas City, KS

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Manhattan, KS

Unscored
$3,495223,000 mi

Comparison: 6 similar vehicles

Manhattan, KS

2005 Acura RL Base

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

2005 Acura RL Base

Manhattan, KS

UnscoredInsufficient · 0
$3,495206,000 mi

Manhattan, KS

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Manhattan, KS

Unscored
$3,495171,000 mi

Comparison: 8 similar vehicles

Manhattan, KS

2001 Cadillac DeVille Base

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

2001 Cadillac DeVille Base

Topeka, KS

UnscoredInsufficient · 0
$3,499146,000 mi

Topeka, KS

2013 Mazda MAZDA3 i Touring

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

2013 Mazda MAZDA3 i Touring

Lawrence, KS

Unscored
$3,500234,900 mi

Comparison: 6 similar vehicles

Lawrence, KS

2009 Scion xD Base

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

2009 Scion xD Base

Spring Hill, KS

UnscoredInsufficient · 0
$3,500180,000 mi

Spring Hill, KS

2013 BMW X5 xDrive35i

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

2013 BMW X5 xDrive35i

Manhattan, KS

UnscoredInsufficient · 0
$3,695153,000 mi

Manhattan, KS

2012 Chevrolet Traverse LTZ

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

2012 Chevrolet Traverse LTZ

Lawrence, KS

UnscoredInsufficient · 0
$3,750232,500 mi

Lawrence, KS

2002 Chevrolet TrailBlazer LTZ

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

2002 Chevrolet TrailBlazer LTZ

Topeka, KS

UnscoredInsufficient · 0
$3,874200,200 mi

Topeka, KS

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Rossville, KS

Unscored
$3,900Mileage not verified

Comparison: 29 similar vehicles

Rossville, KS

2007 Chevrolet Silverado Classic 1500 LT1

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

2007 Chevrolet Silverado Classic 1500 LT1

Rossville, KS

UnscoredInsufficient · 0
$3,900Mileage not verified

Rossville, KS

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Kansas City, KS

Unscored
$3,950190,001 mi

Comparison: 6 similar vehicles

Kansas City, KS

2013 Ford Fusion Titanium

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

2013 Ford Fusion Titanium

Kansas City, KS

Unscored
$3,950180,003 mi

Comparison: 11 similar vehicles

Kansas City, KS

2012 Dodge Avenger SE

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

2012 Dodge Avenger SE

Spring Hill, KS

UnscoredInsufficient · 0
$3,95099,132 mi

Spring Hill, KS

2012 Kia Soul +

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

2012 Kia Soul +

Spring Hill, KS

Unscored
$3,950111,000 mi

Comparison: 5 similar vehicles

Spring Hill, KS

2011 Ford Fiesta S

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

2011 Ford Fiesta S

Emporia, KS

UnscoredInsufficient · 0
$3,950137,647 mi

Emporia, KS

2010 Pontiac G6

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

2010 Pontiac G6

Kansas City, KS

UnscoredInsufficient · 0
$3,950101,932 mi

Kansas City, KS

2010 Nissan Sentra S

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

2010 Nissan Sentra S

Kansas City, KS

Salvage title
$3,950107,199 mi

Kansas City, KS

2009 Mitsubishi Galant ES

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

2009 Mitsubishi Galant ES

Kansas City, KS

UnscoredInsufficient · 0
$3,950132,441 mi

Kansas City, KS

2009 Nissan Pathfinder LE

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

2009 Nissan Pathfinder LE

Kansas City, KS

UnscoredInsufficient · 0
$3,950216,552 mi

Kansas City, KS

2008 Honda Civic LX

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

2008 Honda Civic LX

Emporia, KS

Unscored
$3,950161,696 mi

Comparison: 7 similar vehicles

Emporia, KS

2008 Mitsubishi Eclipse Spyder GS

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

2008 Mitsubishi Eclipse Spyder GS

Kansas City, KS

UnscoredInsufficient · 0
$3,950107,327 mi

Kansas City, KS

2007 Kia Sorento LX

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

2007 Kia Sorento LX

Kansas City, KS

UnscoredInsufficient · 0
$3,950160,729 mi

Kansas City, KS

2006 Ford Taurus SE

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

2006 Ford Taurus SE

Kansas City, KS

Unscored
$3,950107,449 mi

Comparison: 5 similar vehicles

Kansas City, KS

2006 Ford F-150 FX4

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

2006 Ford F-150 FX4

Ottawa, KS

UnscoredInsufficient · 3
$3,950136,650 mi

Comparison: 3 similar vehicles

Ottawa, 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 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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