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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

3,337 listings found

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Lebanon, MO

Unscored
$3,000273,481 mi

Comparison: 8 similar vehicles

Lebanon, MO

2007 Ford F-150 King Ranch

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

2007 Ford F-150 King Ranch

West Plains, MO

UnscoredInsufficient · 0
$3,500207,261 mi

West Plains, MO

2004 Toyota Sequoia Limited

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

2004 Toyota Sequoia Limited

Lebanon, MO

UnscoredInsufficient · 0
$3,850423,000 mi

Lebanon, MO

2003 Mercury Grand Marquis LS

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

2003 Mercury Grand Marquis LS

Mountain View, MO

UnscoredInsufficient · 0
$3,995196,960 mi

Mountain View, MO

2015 Dodge Durango SXT Plus

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

2015 Dodge Durango SXT Plus

Strafford, MO

Unscored
$3,999279,102 mi

Comparison: 11 similar vehicles

Strafford, MO

2000 Pontiac Firebird Base

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

2000 Pontiac Firebird Base

Lebanon, MO

UnscoredInsufficient · 0
$4,000176,749 mi

Lebanon, MO

2012 Jeep Grand Cherokee Overland

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

2012 Jeep Grand Cherokee Overland

Marshfield, MO

Unscored
$4,200151,482 mi

Comparison: 6 similar vehicles

Marshfield, MO

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

Lebanon, MO

UnscoredInsufficient · 0
$4,200141,000 mi

Lebanon, MO

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Lebanon, MO

UnscoredInsufficient · 3
$4,300179,635 mi

Comparison: 3 similar vehicles

Lebanon, MO

2013 Dodge Grand Caravan SXT

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

2013 Dodge Grand Caravan SXT

Strafford, MO

Unscored
$4,500215,893 mi

Comparison: 15 similar vehicles

Strafford, MO

2015 Jeep Grand Cherokee Laredo E

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

2015 Jeep Grand Cherokee Laredo E

West Plains, MO

Unscored
$4,800262,838 mi

Comparison: 10 similar vehicles

West Plains, MO

1999 Ford Ranger XLT

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

1999 Ford Ranger XLT

Cabool, MO

UnscoredInsufficient · 0
$4,800242,000 mi

Cabool, MO

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Ava, MO

Unscored
$4,900159,320 mi

Comparison: 31 similar vehicles

Ava, 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

Ava, MO

Unscored
$4,900209,385 mi

Comparison: 5 similar vehicles

Ava, MO

2012 Chevrolet Equinox LTZ

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

2012 Chevrolet Equinox LTZ

Marshfield, MO

Unscored
$4,900129,341 mi

Comparison: 8 similar vehicles

Marshfield, MO

2007 Toyota Avalon Limited

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

2007 Toyota Avalon Limited

Marshfield, MO

UnscoredInsufficient · 0
$4,900289,934 mi

Marshfield, MO

1997 Ford Expedition

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

1997 Ford Expedition

Mountain Grove, MO

UnscoredInsufficient · 0
$4,900179,001 mi

Mountain Grove, MO

2001 Jeep Cherokee CLASSIC

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

2001 Jeep Cherokee CLASSIC

Mountain View, MO

UnscoredInsufficient · 0
$4,990238,026 mi

Mountain View, MO

2005 Chevrolet Malibu Base

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

2005 Chevrolet Malibu Base

Mountain View, MO

UnscoredInsufficient · 0
$4,995196,104 mi

Mountain View, MO

2002 Chevrolet TrailBlazer LS

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

2002 Chevrolet TrailBlazer LS

Mountain View, MO

UnscoredInsufficient · 4
$4,995217,945 mi

Comparison: 4 similar vehicles

Mountain View, MO

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Strafford, MO

Unscored
$4,999243,676 mi

Comparison: 42 similar vehicles

Strafford, MO

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Strafford, MO

Unscored
$4,999175,354 mi

Comparison: 36 similar vehicles

Strafford, MO

2011 Chevrolet Equinox LS

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

2011 Chevrolet Equinox LS

Strafford, MO

Unscored
$4,999218,596 mi

Comparison: 12 similar vehicles

Strafford, MO

2013 Chrysler 200 LX

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

2013 Chrysler 200 LX

Marshfield, MO

UnscoredInsufficient · 4
$5,000181,392 mi

Comparison: 4 similar vehicles

Marshfield, MO

2017 Nissan Maxima SV

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

2017 Nissan Maxima SV

Lebanon, MO

UnscoredInsufficient · 4
$5,250173,148 mi

Comparison: 4 similar vehicles

Lebanon, MO

2002 Mazda Truck Base

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

2002 Mazda Truck Base

Mountain Grove, MO

UnscoredInsufficient · 0
$5,495197,168 mi

Mountain Grove, MO

2012 Jeep Compass Sport

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

2012 Jeep Compass Sport

Strafford, MO

UnscoredInsufficient · 4
$5,500105,331 mi

Comparison: 4 similar vehicles

Strafford, MO

2001 Ford Ranger XLT

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

2001 Ford Ranger XLT

Waynesville, MO

UnscoredInsufficient · 3
$5,500222,906 mi

Comparison: 3 similar vehicles

Waynesville, MO

2015 Ford Focus SE

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

2015 Ford Focus SE

Marshfield, MO

Unscored
$5,900148,639 mi

Comparison: 31 similar vehicles

Marshfield, MO

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Ava, MO

Unscored
$5,900191,323 mi

Comparison: 62 similar vehicles

Ava, MO

2014 GMC Terrain SLT-1

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

2014 GMC Terrain SLT-1

Marshfield, MO

UnscoredInsufficient · 4
$5,900188,198 mi

Comparison: 4 similar vehicles

Marshfield, MO

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

Marshfield, MO

UnscoredInsufficient · 3
$5,900191,430 mi

Comparison: 3 similar vehicles

Marshfield, MO

2011 Kia Sportage LX

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

2011 Kia Sportage LX

Marshfield, MO

Unscored
$5,900185,687 mi

Comparison: 14 similar vehicles

Marshfield, MO

2006 Mercury Grand Marquis LS

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

2006 Mercury Grand Marquis LS

Strafford, MO

UnscoredInsufficient · 0
$5,900171,925 mi

Strafford, MO

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Gainesville, MO

Unscored
$5,950140,279 mi

Comparison: 37 similar vehicles

Gainesville, MO

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Strafford, MO

Unscored
$5,999181,214 mi

Comparison: 5 similar vehicles

Strafford, MO

2016 Chrysler Town & Country Anniversary Edition

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

2016 Chrysler Town & Country Anniversary Edition

Strafford, MO

Unscored
$5,999167,858 mi

Comparison: 5 similar vehicles

Strafford, MO

2011 Toyota Camry XLE

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

2011 Toyota Camry XLE

Waynesville, MO

Unscored
$6,479188,141 mi

Comparison: 9 similar vehicles

Waynesville, MO

2015 Ford Explorer Utility Police Interceptor

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

2015 Ford Explorer Utility Police Interceptor

Lebanon, MO

Fair PriceLimited · 10
$6,500108,894 mi

Market: $5,995 – $10,295

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Lebanon, MO

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Strafford, MO

Unscored
$6,500150,256 mi

Comparison: 31 similar vehicles

Strafford, MO

2013 Ford Taurus SE

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

2013 Ford Taurus SE

Marshfield, MO

UnscoredInsufficient · 3
$6,900189,026 mi

Comparison: 3 similar vehicles

Marshfield, MO

2011 Dodge Caliber Mainstreet

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

2011 Dodge Caliber Mainstreet

Strafford, MO

UnscoredInsufficient · 0
$6,900190,406 mi

Strafford, MO

2011 Jeep Grand Cherokee Limited

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

2011 Jeep Grand Cherokee Limited

Marshfield, MO

UnscoredInsufficient · 3
$6,900182,304 mi

Comparison: 3 similar vehicles

Marshfield, MO

2010 Chevrolet Tahoe LT

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

2010 Chevrolet Tahoe LT

West Plains, MO

UnscoredInsufficient · 0
$6,950206,185 mi

West Plains, MO

2017 Ford Explorer Base

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

2017 Ford Explorer Base

West Plains, MO

Unscored
$6,988186,330 mi

Comparison: 28 similar vehicles

West Plains, MO

2012 Chrysler Town & Country Limited

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

2012 Chrysler Town & Country Limited

Mountain View, MO

UnscoredInsufficient · 0
$6,990174,108 mi

Mountain View, MO

2007 GMC Canyon SL

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

2007 GMC Canyon SL

West Plains, MO

UnscoredInsufficient · 0
$6,995156,963 mi

West Plains, MO

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Mountain View, MO

Unscored
$6,995188,444 mi

Comparison: 10 similar vehicles

Mountain View, MO

2017 Ford Escape S

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

2017 Ford Escape S

Strafford, MO

Unscored
$6,999125,034 mi

Comparison: 15 similar vehicles

Strafford, MO

2015 RAM 1500 Pickup Express

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

2015 RAM 1500 Pickup Express

Lebanon, MO

Unscored
$6,999202,412 mi

Comparison: 51 similar vehicles

Lebanon, 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 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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