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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

9,767 listings found

2007 Saturn Aura XR

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

2007 Saturn Aura XR

Keytesville, MO

UnscoredInsufficient · 0
$1,800268,350 mi

Keytesville, MO

2011 Subaru Outback 2.5i

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

2011 Subaru Outback 2.5i

Keytesville, MO

UnscoredInsufficient · 0
$2,300246,019 mi

Keytesville, MO

2004 Oldsmobile Alero GL1

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

2004 Oldsmobile Alero GL1

Jefferson City, MO

UnscoredInsufficient · 0
$2,300191,480 mi

Jefferson City, MO

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

2004 Lincoln Town Car Signature

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

2004 Lincoln Town Car Signature

Mexico, MO

UnscoredInsufficient · 0
$2,995Mileage not verified

Mexico, MO

2002 Chrysler Town & Country Limited

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

2002 Chrysler Town & Country Limited

Sedalia, MO

UnscoredInsufficient · 0
$2,999196,000 mi

Sedalia, MO

2009 Buick Lucerne CXL

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

2009 Buick Lucerne CXL

Keytesville, MO

Unscored
$3,000236,506 mi

Comparison: 12 similar vehicles

Keytesville, 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

1995 Dodge Dakota SPORT

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

1995 Dodge Dakota SPORT

Mexico, MO

UnscoredInsufficient · 0
$3,495135,810 mi

Mexico, MO

2008 Hyundai Sonata SE

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

2008 Hyundai Sonata SE

Sedalia, MO

UnscoredInsufficient · 0
$3,695236,000 mi

Sedalia, MO

2007 Chevrolet Aveo LS

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

2007 Chevrolet Aveo LS

Sedalia, MO

UnscoredInsufficient · 0
$3,750161,000 mi

Sedalia, 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

2011 Honda Accord EX

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

2011 Honda Accord EX

Marshall, MO

UnscoredInsufficient · 0
$3,900262,986 mi

Marshall, 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

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Jefferson City, MO

Unscored
$3,990203,000 mi

Comparison: 36 similar vehicles

Jefferson City, MO

2000 Lincoln Town Car SIGNATURE

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

2000 Lincoln Town Car SIGNATURE

Sedalia, MO

UnscoredInsufficient · 0
$3,990139,000 mi

Sedalia, MO

2017 Jeep Patriot Latitude

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

2017 Jeep Patriot Latitude

Mexico, MO

Unscored
$3,995154,717 mi

Comparison: 6 similar vehicles

Mexico, MO

2012 Chevrolet Sonic 2LT

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

2012 Chevrolet Sonic 2LT

Mexico, MO

Unscored
$3,995147,030 mi

Comparison: 7 similar vehicles

Mexico, MO

2011 Chevrolet Silverado 1500 Work Truck

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

2011 Chevrolet Silverado 1500 Work Truck

Mexico, MO

Unscored
$3,995219,200 mi

Comparison: 5 similar vehicles

Mexico, MO

2001 Toyota Sienna XLE

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

2001 Toyota Sienna XLE

Slater, MO

UnscoredInsufficient · 0
$3,995233,337 mi

Slater, MO

2011 Toyota Prius III

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

2011 Toyota Prius III

Sedalia, MO

UnscoredInsufficient · 0
$3,999260,000 mi

Sedalia, MO

1998 Honda CR-V LX

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

1998 Honda CR-V LX

Eldon, MO

UnscoredInsufficient · 0
$3,999194,602 mi

Eldon, 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

2014 Volkswagen Tiguan S

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

2014 Volkswagen Tiguan S

Mexico, MO

UnscoredInsufficient · 0
$4,000167,258 mi

Mexico, MO

2013 Chevrolet Malibu 1LT

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

2013 Chevrolet Malibu 1LT

Moberly, MO

Unscored
$4,235233,943 mi

Comparison: 19 similar vehicles

Moberly, 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

2008 Ford E-Series Econoline Wagon XLT

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

2008 Ford E-Series Econoline Wagon XLT

Jefferson City, MO

Unscored
$4,450118,000 mi

Comparison: 5 similar vehicles

Jefferson City, MO

2010 Mercury Grand Marquis LS

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

2010 Mercury Grand Marquis LS

Slater, MO

UnscoredInsufficient · 0
$4,480233,851 mi

Slater, MO

1990 Mazda B2200

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

1990 Mazda B2200

Mexico, MO

UnscoredInsufficient · 0
$4,495Mileage not verified

Mexico, MO

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

Jefferson City, MO

Unscored
$4,500190,000 mi

Comparison: 24 similar vehicles

Jefferson City, MO

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Sedalia, MO

Unscored
$4,500190,140 mi

Comparison: 18 similar vehicles

Sedalia, MO

2008 Chevrolet Equinox LT

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

2008 Chevrolet Equinox LT

Sedalia, MO

Unscored
$4,500148,498 mi

Comparison: 6 similar vehicles

Sedalia, MO

2005 Mazda Tribute i

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

2005 Mazda Tribute i

Jefferson City, MO

UnscoredInsufficient · 0
$4,750134,000 mi

Jefferson City, MO

2016 Ford Taurus SEL

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

2016 Ford Taurus SEL

Marshall, MO

Unscored
$4,800205,542 mi

Comparison: 10 similar vehicles

Marshall, 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

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Jefferson City, MO

UnscoredInsufficient · 0
$4,950209,000 mi

Jefferson City, MO

2002 Chevrolet Silverado 1500 LS

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

2002 Chevrolet Silverado 1500 LS

Sedalia, MO

Unscored
$4,995209,000 mi

Comparison: 5 similar vehicles

Sedalia, MO

2001 Honda Accord LX

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

2001 Honda Accord LX

Mexico, MO

UnscoredInsufficient · 3
$4,995170,205 mi

Comparison: 3 similar vehicles

Mexico, 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

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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