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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

18,265 listings found

2007 Chrysler PT Cruiser Touring Edition

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

2007 Chrysler PT Cruiser Touring Edition

Russellville, KY

UnscoredInsufficient · 0
$1,50097,389 mi

Russellville, KY

2005 Dodge Grand Caravan SE

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

2005 Dodge Grand Caravan SE

Madisonville, KY

UnscoredInsufficient · 0
$1,519274,354 mi

Madisonville, KY

2005 Nissan Sentra 1.8 S

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

2005 Nissan Sentra 1.8 S

Evansville, IN

Unscored
$1,995410,000 mi

Comparison: 6 similar vehicles

Evansville, IN

2004 Mazda MAZDA6 i

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

2004 Mazda MAZDA6 i

Hartford, KY

Salvage title
$2,000248,577 mi

Hartford, KY

2008 Ford Focus S

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

2008 Ford Focus S

Evansville, IN

UnscoredInsufficient · 4
$2,450155,564 mi

Comparison: 4 similar vehicles

Evansville, IN

2012 Kia Soul Base

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

2012 Kia Soul Base

Evansville, IN

UnscoredInsufficient · 4
$2,500156,606 mi

Comparison: 4 similar vehicles

Evansville, IN

1997 Honda Accord SPECIAL EDITION

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

1997 Honda Accord SPECIAL EDITION

Owensboro, KY

UnscoredInsufficient · 0
$2,500287,495 mi

Owensboro, KY

2017 Kia Soul +

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

2017 Kia Soul +

Evansville, IN

Unscored
$2,650183,720 mi

Comparison: 57 similar vehicles

Evansville, IN

2014 Mitsubishi Lancer ES

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

2014 Mitsubishi Lancer ES

Evansville, IN

UnscoredInsufficient · 4
$2,650174,659 mi

Comparison: 4 similar vehicles

Evansville, IN

2006 Nissan Altima S

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

2006 Nissan Altima S

Hopkinsville, KY

Unscored
$2,798222,855 mi

Comparison: 11 similar vehicles

Hopkinsville, KY

2005 Toyota Camry Solara SE

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

2005 Toyota Camry Solara SE

Owensboro, KY

UnscoredInsufficient · 4
$2,800231,000 mi

Comparison: 4 similar vehicles

Owensboro, KY

2017 Nissan Sentra SV

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

2017 Nissan Sentra SV

Evansville, IN

Unscored
$2,850160,676 mi

Comparison: 21 similar vehicles

Evansville, IN

2008 Honda Civic SI

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

2008 Honda Civic SI

Hartford, KY

Salvage title
$2,899223,938 mi

Hartford, KY

2012 Nissan Sentra S

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

2012 Nissan Sentra S

Evansville, IN

Unscored
$2,900200,288 mi

Comparison: 6 similar vehicles

Evansville, IN

2011 Chevrolet Impala LT

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

2011 Chevrolet Impala LT

Evansville, IN

Unscored
$2,900185,801 mi

Comparison: 8 similar vehicles

Evansville, IN

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Evansville, IN

Unscored
$2,900215,683 mi

Comparison: 6 similar vehicles

Evansville, IN

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Henderson, KY

Unscored
$2,900170,941 mi

Comparison: 18 similar vehicles

Henderson, KY

2014 Chevrolet Equinox 2LT

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

2014 Chevrolet Equinox 2LT

Evansville, IN

Unscored
$2,995206,220 mi

Comparison: 23 similar vehicles

Evansville, IN

2014 Mitsubishi Lancer ES

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

2014 Mitsubishi Lancer ES

Evansville, IN

UnscoredInsufficient · 4
$2,995218,661 mi

Comparison: 4 similar vehicles

Evansville, IN

2010 Kia Optima LX

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

2010 Kia Optima LX

Evansville, IN

UnscoredInsufficient · 4
$2,995151,785 mi

Comparison: 4 similar vehicles

Evansville, IN

2009 Mazda MAZDA6

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

2009 Mazda MAZDA6

Evansville, IN

UnscoredInsufficient · 0
$2,995170,577 mi

Evansville, IN

2008 Chevrolet Malibu LT

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

2008 Chevrolet Malibu LT

Evansville, IN

Unscored
$2,995192,427 mi

Comparison: 5 similar vehicles

Evansville, IN

2008 Chevrolet Malibu Classic LS

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

2008 Chevrolet Malibu Classic LS

Evansville, IN

UnscoredInsufficient · 0
$2,995132,566 mi

Evansville, IN

2007 Dodge Caliber Base

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

2007 Dodge Caliber Base

Evansville, IN

UnscoredInsufficient · 0
$2,995189,000 mi

Evansville, IN

2007 Ford Edge SEL

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

2007 Ford Edge SEL

Mount Vernon, IN

Unscored
$2,995213,614 mi

Comparison: 17 similar vehicles

Mount Vernon, IN

2004 Hyundai Santa Fe GLS

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

2004 Hyundai Santa Fe GLS

Evansville, IN

UnscoredInsufficient · 0
$2,995125,375 mi

Evansville, IN

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Hartford, KY

Unscored
$2,999227,179 mi

Comparison: 20 similar vehicles

Hartford, KY

2005 Buick LeSabre Custom

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

2005 Buick LeSabre Custom

Hartford, KY

UnscoredInsufficient · 0
$2,999160,924 mi

Hartford, KY

2000 Ford Ranger XL

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

2000 Ford Ranger XL

Mount Vernon, IN

UnscoredInsufficient · 0
$3,000169,709 mi

Mount Vernon, IN

2000 Chevrolet Suburban Base

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

2000 Chevrolet Suburban Base

Hartford, KY

UnscoredInsufficient · 0
$3,000208,904 mi

Hartford, KY

2011 Kia Forte EX

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

2011 Kia Forte EX

Evansville, IN

Salvage title
$3,250125,511 mi

Evansville, IN

2002 GMC Envoy SLE

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

2002 GMC Envoy SLE

Hopkinsville, KY

UnscoredInsufficient · 0
$3,287208,448 mi

Hopkinsville, KY

2002 Dodge Intrepid SE

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

2002 Dodge Intrepid SE

Hopkinsville, KY

UnscoredInsufficient · 0
$3,294156,072 mi

Hopkinsville, KY

2013 Chevrolet Spark 1LT

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

2013 Chevrolet Spark 1LT

Owensboro, KY

UnscoredInsufficient · 0
$3,295135,150 mi

Owensboro, KY

2014 Nissan Versa Note SV

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

2014 Nissan Versa Note SV

Russellville, KY

Salvage title
$3,450145,280 mi

Russellville, KY

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Evansville, IN

Unscored
$3,500242,621 mi

Comparison: 51 similar vehicles

Evansville, IN

2014 Ford Focus SE

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

2014 Ford Focus SE

Hartford, KY

UnscoredInsufficient · 3
$3,500219,320 mi

Comparison: 3 similar vehicles

Hartford, KY

2007 MINI Cooper S

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

2007 MINI Cooper S

Evansville, IN

UnscoredInsufficient · 0
$3,500148,917 mi

Evansville, IN

2004 Cadillac CTS Base

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

2004 Cadillac CTS Base

Henderson, KY

UnscoredInsufficient · 0
$3,500191,236 mi

Henderson, KY

2001 Chevrolet Tahoe Base

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

2001 Chevrolet Tahoe Base

Owensboro, KY

UnscoredInsufficient · 0
$3,500276,176 mi

Owensboro, KY

2017 Chevrolet Malibu 1LS

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

2017 Chevrolet Malibu 1LS

Evansville, IN

Unscored
$3,800160,997 mi

Comparison: 39 similar vehicles

Evansville, IN

2017 Ford Fusion S

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

2017 Ford Fusion S

Evansville, IN

Unscored
$3,800261,874 mi

Comparison: 6 similar vehicles

Evansville, IN

2013 Ford Focus SE

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

2013 Ford Focus SE

Evansville, IN

Unscored
$3,800120,837 mi

Comparison: 53 similar vehicles

Evansville, IN

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Evansville, IN

Unscored
$3,800198,535 mi

Comparison: 30 similar vehicles

Evansville, IN

2011 Buick Enclave CXL-2

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

2011 Buick Enclave CXL-2

Evansville, IN

UnscoredInsufficient · 4
$3,800162,471 mi

Comparison: 4 similar vehicles

Evansville, IN

2005 Nissan Titan SE

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

2005 Nissan Titan SE

Evansville, IN

UnscoredInsufficient · 0
$3,800217,712 mi

Evansville, IN

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Mount Vernon, IN

Unscored
$3,900172,698 mi

Comparison: 8 similar vehicles

Mount Vernon, IN

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Central City, KY

Unscored
$3,900245,398 mi

Comparison: 32 similar vehicles

Central City, KY

2009 Chevrolet Avalanche LT1

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

2009 Chevrolet Avalanche LT1

Madisonville, KY

UnscoredInsufficient · 0
$3,900315,517 mi

Madisonville, KY

2006 Pontiac G6 Base

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

2006 Pontiac G6 Base

Mount Vernon, IN

UnscoredInsufficient · 3
$3,900214,505 mi

Comparison: 3 similar vehicles

Mount Vernon, IN

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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