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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 · October 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 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

5,286 listings found

2007 Chevrolet Equinox LS

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

2007 Chevrolet Equinox LS

Bartlesville, OK

UnscoredInsufficient · 0
$2,319236,547 mi

Bartlesville, OK

2009 Chevrolet Cobalt LT

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

2009 Chevrolet Cobalt LT

Bartlesville, OK

UnscoredLimited · 5
$2,619228,809 mi

Comparison: 5 similar vehicles

Bartlesville, OK

2006 Chrysler Town & Country Touring

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

2006 Chrysler Town & Country Touring

Bartlesville, OK

UnscoredInsufficient · 0
$2,619260,780 mi

Bartlesville, OK

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Claremore, OK

UnscoredInsufficient · 0
$2,819193,834 mi

Claremore, OK

2008 Mercury Mariner Hybrid

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

2008 Mercury Mariner Hybrid

Bartlesville, OK

UnscoredInsufficient · 0
$2,969191,824 mi

Bartlesville, OK

2008 Mazda MAZDA3 GT

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

2008 Mazda MAZDA3 GT

Independence, KS

UnscoredInsufficient · 0
$2,990269,000 mi

Independence, KS

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Bartlesville, OK

UnscoredInsufficient · 3
$3,000201,915 mi

Comparison: 3 similar vehicles

Bartlesville, OK

1998 Ford Taurus SE

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

1998 Ford Taurus SE

Bartlesville, OK

UnscoredInsufficient · 0
$3,119250,229 mi

Bartlesville, OK

2009 GMC Savana Cargo Base

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

2009 GMC Savana Cargo Base

Collinsville, OK

UnscoredInsufficient · 0
$3,200239,861 mi

Collinsville, OK

2004 Chevrolet Tahoe LS

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

2004 Chevrolet Tahoe LS

Bartlesville, OK

UnscoredLimited · 6
$3,250232,384 mi

Comparison: 6 similar vehicles

Bartlesville, OK

2010 Dodge Avenger R/T

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

2010 Dodge Avenger R/T

Collinsville, OK

UnscoredInsufficient · 0
$3,295177,210 mi

Collinsville, OK

2005 Kia Sorento LX

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

2005 Kia Sorento LX

Bartlesville, OK

UnscoredInsufficient · 0
$3,495194,444 mi

Bartlesville, OK

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Bartlesville, OK

UnscoredInsufficient · 3
$3,500164,966 mi

Comparison: 3 similar vehicles

Bartlesville, OK

2011 Nissan Altima S

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

2011 Nissan Altima S

Bartlesville, OK

UnscoredLimited · 11
$3,500197,500 mi

Comparison: 11 similar vehicles

Bartlesville, OK

2005 Dodge Ram 1500 Pickup SLT

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

2005 Dodge Ram 1500 Pickup SLT

Bartlesville, OK

UnscoredLimited · 17
$3,507151,215 mi

Comparison: 17 similar vehicles

Bartlesville, OK

2002 Honda Accord EX

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

2002 Honda Accord EX

Bartlesville, OK

UnscoredInsufficient · 4
$3,595Mileage not verified

Comparison: 4 similar vehicles

Bartlesville, OK

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Bartlesville, OK

UnscoredInsufficient · 3
$3,619121,605 mi

Comparison: 3 similar vehicles

Bartlesville, OK

2002 GMC Sierra 1500 SLE

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

2002 GMC Sierra 1500 SLE

Bartlesville, OK

UnscoredInsufficient · 0
$3,625235,116 mi

Bartlesville, OK

2002 Ford F-150 Lariat

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

2002 Ford F-150 Lariat

Commerce, OK

UnscoredInsufficient · 0
$3,887Mileage not verified

Commerce, OK

2010 GMC Acadia SL

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

2010 GMC Acadia SL

Miami, OK

UnscoredInsufficient · 0
$3,900154,000 mi

Miami, OK

2010 Dodge Avenger SXT

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

2010 Dodge Avenger SXT

Bartlesville, OK

UnscoredInsufficient · 0
$3,952334,752 mi

Bartlesville, OK

2014 RAM Cargo Van Tradesman

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

2014 RAM Cargo Van Tradesman

Collinsville, OK

UnscoredInsufficient · 0
$3,995200,000 mi

Collinsville, OK

2012 Hyundai Veloster Base

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

2012 Hyundai Veloster Base

Bartlesville, OK

UnscoredLimited · 6
$3,995221,344 mi

Comparison: 6 similar vehicles

Bartlesville, OK

2008 Nissan Altima S

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

2008 Nissan Altima S

Coffeyville, KS

UnscoredLimited · 10
$3,995219,771 mi

Comparison: 10 similar vehicles

Coffeyville, KS

2003 Buick LeSabre Limited

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

2003 Buick LeSabre Limited

Bartlesville, OK

UnscoredInsufficient · 0
$3,995232,359 mi

Bartlesville, OK

2004 Chevrolet Silverado 1500 Work Truck

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

2004 Chevrolet Silverado 1500 Work Truck

Pryor, OK

UnscoredInsufficient · 0
$3,999234,653 mi

Pryor, OK

2009 Hyundai Santa Fe Limited

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

2009 Hyundai Santa Fe Limited

Bartlesville, OK

UnscoredLimited · 7
$4,000161,252 mi

Comparison: 7 similar vehicles

Bartlesville, OK

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

Claremore, OK

UnscoredInsufficient · 3
$4,000273,769 mi

Comparison: 3 similar vehicles

Claremore, OK

1997 Ford F-250 XL

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

1997 Ford F-250 XL

Commerce, OK

UnscoredInsufficient · 0
$4,000Mileage not verified

Commerce, OK

1995 Dodge Ram 1500

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

1995 Dodge Ram 1500

Bartlesville, OK

UnscoredInsufficient · 0
$4,000200,494 mi

Bartlesville, OK

2016 Dodge Grand Caravan American Value Package

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

2016 Dodge Grand Caravan American Value Package

Claremore, OK

UnscoredInsufficient · 0
$4,019202,823 mi

Claremore, OK

2015 Buick LaCrosse Leather

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

2015 Buick LaCrosse Leather

Vinita, OK

UnscoredInsufficient · 0
$4,084219,822 mi

Vinita, OK

2005 Ford F-150 Lariat

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

2005 Ford F-150 Lariat

Commerce, OK

UnscoredInsufficient · 0
$4,287281,870 mi

Commerce, OK

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Bartlesville, OK

UnscoredInsufficient · 0
$4,296255,486 mi

Bartlesville, OK

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Coffeyville, KS

UnscoredLimited · 5
$4,388201,648 mi

Comparison: 5 similar vehicles

Coffeyville, KS

2008 Ford Taurus X Limited

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

2008 Ford Taurus X Limited

Chanute, KS

UnscoredInsufficient · 0
$4,500Mileage not verified

Chanute, KS

2015 Chrysler Town & Country Touring

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

2015 Chrysler Town & Country Touring

Claremore, OK

UnscoredModerate · 23
$4,519126,243 mi

Comparison: 23 similar vehicles

Claremore, OK

2015 Dodge Dart SE

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

2015 Dodge Dart SE

Columbus, KS

Salvage title
$4,598202,988 mi

Columbus, KS

2006 Hyundai Santa Fe GL

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

2006 Hyundai Santa Fe GL

Independence, KS

UnscoredInsufficient · 0
$4,990208,000 mi

Independence, KS

2005 Mazda MAZDA3 GS

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

2005 Mazda MAZDA3 GS

Independence, KS

UnscoredInsufficient · 0
$4,990245,000 mi

Independence, KS

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Vinita, OK

UnscoredModerate · 28
$4,995190,271 mi

Comparison: 28 similar vehicles

Vinita, OK

2010 Chevrolet Malibu 2LT

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

2010 Chevrolet Malibu 2LT

Vinita, OK

UnscoredInsufficient · 0
$4,995164,766 mi

Vinita, OK

2006 Ford F-150 King Ranch

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

2006 Ford F-150 King Ranch

Collinsville, OK

UnscoredInsufficient · 0
$4,995201,400 mi

Collinsville, OK

2003 Dodge Grand Caravan Cargo

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

2003 Dodge Grand Caravan Cargo

Miami, OK

UnscoredInsufficient · 0
$4,995128,728 mi

Miami, OK

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Pryor, OK

UnscoredModerate · 30
$4,999185,566 mi

Comparison: 30 similar vehicles

Pryor, OK

2006 Chevrolet Silverado 1500 LS

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

2006 Chevrolet Silverado 1500 LS

Pryor, OK

UnscoredInsufficient · 0
$4,999276,739 mi

Pryor, OK

2020 Hyundai Elantra SEL

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

2020 Hyundai Elantra SEL

Bartlesville, OK

UnscoredInsufficient · 4
$5,000212,755 mi

Comparison: 4 similar vehicles

Bartlesville, OK

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Bartlesville, OK

UnscoredInsufficient · 3
$5,000185,735 mi

Comparison: 3 similar vehicles

Bartlesville, OK

2007 GMC Yukon

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

2007 GMC Yukon

Bartlesville, OK

UnscoredInsufficient · 0
$5,063220,121 mi

Bartlesville, OK

No Photo

1998 Chevrolet C1500

Bartlesville, OK

UnscoredInsufficient · 0
$5,209191,642 mi

Bartlesville, OK

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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