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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 1, 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

3,856 listings found

1997 Dodge Ram 3500

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

1997 Dodge Ram 3500

Columbia, MO

UnscoredInsufficient · 0
$2,390305,848 mi

Columbia, MO

2005 Chevrolet Tilt Master W35042

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

2005 Chevrolet Tilt Master W35042

Columbia, MO

UnscoredInsufficient · 0
$2,500228,976 mi

Columbia, MO

2016 Chevrolet Spark LS

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

2016 Chevrolet Spark LS

Columbia, MO

UnscoredInsufficient · 0
$2,900193,635 mi

Columbia, MO

2004 Acura TL Base

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

2004 Acura TL Base

Columbia, MO

UnscoredInsufficient · 0
$2,900223,624 mi

Columbia, MO

2003 Nissan Pathfinder SE

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

2003 Nissan Pathfinder SE

Columbia, MO

UnscoredInsufficient · 0
$3,400192,113 mi

Columbia, MO

2003 Buick Century Custom

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

2003 Buick Century Custom

Columbia, MO

UnscoredInsufficient · 3
$3,750155,739 mi

Comparison: 3 similar vehicles

Columbia, MO

2010 Mercury Milan Premier

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

2010 Mercury Milan Premier

Columbia, MO

UnscoredInsufficient · 0
$3,850148,668 mi

Columbia, MO

2007 Buick Lucerne CXL

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

2007 Buick Lucerne CXL

Columbia, MO

UnscoredInsufficient · 3
$3,950150,955 mi

Comparison: 3 similar vehicles

Columbia, MO

1995 Ford Econoline

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

1995 Ford Econoline

Columbia, MO

UnscoredInsufficient · 0
$3,999172,115 mi

Columbia, MO

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Columbia, MO

Unscored
$4,300153,132 mi

Comparison: 15 similar vehicles

Columbia, MO

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Columbia, MO

Unscored
$4,400166,739 mi

Comparison: 59 similar vehicles

Columbia, MO

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Columbia, MO

Salvage title
$4,400117,339 mi

Columbia, MO

2011 Kia Soul Base

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

2011 Kia Soul Base

Columbia, MO

Unscored
$4,400122,527 mi

Comparison: 9 similar vehicles

Columbia, MO

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Columbia, MO

Unscored
$4,900198,010 mi

Comparison: 49 similar vehicles

Columbia, MO

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Columbia, MO

Unscored
$4,900149,202 mi

Comparison: 17 similar vehicles

Columbia, MO

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Columbia, MO

Unscored
$5,000127,041 mi

Comparison: 20 similar vehicles

Columbia, MO

2013 Chevrolet Malibu 1LS

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

2013 Chevrolet Malibu 1LS

Columbia, MO

Unscored
$5,000178,302 mi

Comparison: 26 similar vehicles

Columbia, MO

2012 Nissan Altima S

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

2012 Nissan Altima S

Columbia, MO

Unscored
$5,000114,980 mi

Comparison: 8 similar vehicles

Columbia, MO

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Columbia, MO

UnscoredInsufficient · 4
$5,000172,779 mi

Comparison: 4 similar vehicles

Columbia, MO

2012 Hyundai Sonata Limited

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

2012 Hyundai Sonata Limited

Columbia, MO

UnscoredInsufficient · 3
$5,000174,800 mi

Comparison: 3 similar vehicles

Columbia, MO

2013 Nissan Maxima SV

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

2013 Nissan Maxima SV

Columbia, MO

UnscoredInsufficient · 0
$5,500178,373 mi

Columbia, MO

2010 Nissan Murano SL

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

2010 Nissan Murano SL

Columbia, MO

UnscoredInsufficient · 3
$5,500122,197 mi

Comparison: 3 similar vehicles

Columbia, MO

2006 Toyota Sequoia Limited

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

2006 Toyota Sequoia Limited

Columbia, MO

UnscoredInsufficient · 0
$5,500287,253 mi

Columbia, MO

2012 Mitsubishi Lancer ES

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

2012 Mitsubishi Lancer ES

Columbia, MO

UnscoredInsufficient · 0
$5,586173,586 mi

Columbia, MO

2017 Dodge Grand Caravan SE Plus

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

2017 Dodge Grand Caravan SE Plus

Columbia, MO

Unscored
$5,800155,398 mi

Comparison: 7 similar vehicles

Columbia, MO

2013 Volkswagen CC R-Line

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

2013 Volkswagen CC R-Line

Columbia, MO

UnscoredInsufficient · 4
$5,800132,958 mi

Comparison: 4 similar vehicles

Columbia, MO

2017 Hyundai Accent SE

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

2017 Hyundai Accent SE

Columbia, MO

Unscored
$5,850139,397 mi

Comparison: 10 similar vehicles

Columbia, MO

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Columbia, MO

Unscored
$5,950150,985 mi

Comparison: 50 similar vehicles

Columbia, MO

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Columbia, MO

Unscored
$5,950156,730 mi

Comparison: 29 similar vehicles

Columbia, MO

2020 Mitsubishi Mirage G4 ES

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

2020 Mitsubishi Mirage G4 ES

Columbia, MO

UnscoredInsufficient · 0
$5,989125,724 mi

Columbia, MO

2002 Ford Econoline Van Commercial

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

2002 Ford Econoline Van Commercial

Columbia, MO

UnscoredInsufficient · 0
$5,999187,063 mi

Columbia, MO

2013 Nissan Altima Sedan SV

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

2013 Nissan Altima Sedan SV

Columbia, MO

Unscored
$6,200154,358 mi

Comparison: 12 similar vehicles

Columbia, MO

2016 Chevrolet Sonic LS

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

2016 Chevrolet Sonic LS

Columbia, MO

UnscoredInsufficient · 0
$6,270113,947 mi

Columbia, MO

2012 Ford Edge SEL

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

2012 Ford Edge SEL

Columbia, MO

Unscored
$6,300159,907 mi

Comparison: 10 similar vehicles

Columbia, MO

2014 Lincoln MKS Base

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

2014 Lincoln MKS Base

Columbia, MO

Salvage title
$6,459159,900 mi

Columbia, MO

2009 Chevrolet Malibu 1LT

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

2009 Chevrolet Malibu 1LT

Columbia, MO

UnscoredInsufficient · 0
$6,500102,080 mi

Columbia, MO

2007 Audi A4 Base

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

2007 Audi A4 Base

Columbia, MO

UnscoredInsufficient · 0
$6,500106,880 mi

Columbia, MO

2012 Nissan Altima S

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

2012 Nissan Altima S

Columbia, MO

Unscored
$6,785138,615 mi

Comparison: 18 similar vehicles

Columbia, MO

2019 Chevrolet Sonic 1FL

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

2019 Chevrolet Sonic 1FL

Columbia, MO

UnscoredInsufficient · 0
$6,850102,938 mi

Columbia, MO

2018 Volkswagen Jetta S

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

2018 Volkswagen Jetta S

Columbia, MO

UnscoredInsufficient · 3
$6,85099,297 mi

Comparison: 3 similar vehicles

Columbia, MO

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Columbia, MO

Unscored
$6,850182,702 mi

Comparison: 12 similar vehicles

Columbia, MO

2013 Jeep Patriot Limited

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

2013 Jeep Patriot Limited

Columbia, MO

UnscoredInsufficient · 3
$6,850108,235 mi

Comparison: 3 similar vehicles

Columbia, MO

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Columbia, MO

Unscored
$6,900159,910 mi

Comparison: 28 similar vehicles

Columbia, MO

2015 Volkswagen Golf SportWagen TSI S

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

2015 Volkswagen Golf SportWagen TSI S

Columbia, MO

UnscoredInsufficient · 0
$6,900154,213 mi

Columbia, MO

2013 Ford Expedition King Ranch

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

2013 Ford Expedition King Ranch

Columbia, MO

UnscoredInsufficient · 3
$6,900200,780 mi

Comparison: 3 similar vehicles

Columbia, MO

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Columbia, MO

Unscored
$6,923144,835 mi

Comparison: 34 similar vehicles

Columbia, MO

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Columbia, MO

Unscored
$6,990146,996 mi

Comparison: 9 similar vehicles

Columbia, MO

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Columbia, MO

Unscored
$6,999141,970 mi

Comparison: 14 similar vehicles

Columbia, MO

2015 Chevrolet Traverse LTZ

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

2015 Chevrolet Traverse LTZ

Columbia, MO

Unscored
$6,999198,149 mi

Comparison: 7 similar vehicles

Columbia, MO

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Columbia, MO

Unscored
$6,999191,917 mi

Comparison: 34 similar vehicles

Columbia, MO

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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