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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

4,439 listings found

2005 Dodge Grand Caravan SXT

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

2005 Dodge Grand Caravan SXT

Cadet, MO

UnscoredInsufficient · 0
$1,500293,904 mi

Cadet, MO

No Photo

2008 Mazda MAZDA3 i Sport

Sullivan, MO

UnscoredInsufficient · 0
$1,700225,157 mi

Sullivan, MO

2004 Honda Accord LX

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

2004 Honda Accord LX

Richwoods, MO

UnscoredInsufficient · 0
$1,800184,483 mi

Richwoods, MO

2006 Chevrolet Cobalt LS

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

2006 Chevrolet Cobalt LS

Saint Clair, MO

UnscoredInsufficient · 0
$2,450208,884 mi

Saint Clair, MO

No Photo

2011 Honda Civic LX

Sullivan, MO

Unscored
$2,900233,054 mi

Comparison: 10 similar vehicles

Sullivan, MO

2006 Ford Escape XLS

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

2006 Ford Escape XLS

Rolla, MO

UnscoredInsufficient · 0
$2,999159,000 mi

Rolla, MO

2008 Dodge Avenger SXT

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

2008 Dodge Avenger SXT

Cadet, MO

UnscoredInsufficient · 0
$3,000168,575 mi

Cadet, MO

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Union, MO

Unscored
$3,250168,997 mi

Comparison: 5 similar vehicles

Union, MO

2009 Chevrolet Colorado Work Truck

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

2009 Chevrolet Colorado Work Truck

Saint Clair, MO

UnscoredInsufficient · 0
$3,250182,235 mi

Saint Clair, MO

2005 Chrysler PT Cruiser Touring Edition

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

2005 Chrysler PT Cruiser Touring Edition

Bourbon, MO

UnscoredInsufficient · 0
$3,250186,872 mi

Bourbon, MO

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

Richwoods, MO

Unscored
$3,450202,198 mi

Comparison: 10 similar vehicles

Richwoods, MO

2001 Chrysler Concorde LX

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

2001 Chrysler Concorde LX

Richwoods, MO

UnscoredInsufficient · 0
$3,450149,442 mi

Richwoods, MO

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Richwoods, MO

Unscored
$3,500149,845 mi

Comparison: 17 similar vehicles

Richwoods, MO

2012 Chevrolet Sonic 2LS

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

2012 Chevrolet Sonic 2LS

Cadet, MO

UnscoredInsufficient · 0
$3,750154,431 mi

Cadet, MO

2011 Lincoln MKS Base

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

2011 Lincoln MKS Base

Richwoods, MO

UnscoredInsufficient · 0
$3,850220,000 mi

Richwoods, MO

2014 Chevrolet Captiva Sport LT

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

2014 Chevrolet Captiva Sport LT

Cadet, MO

Unscored
$3,948159,000 mi

Comparison: 8 similar vehicles

Cadet, MO

No Photo

2011 Ford Escape XLT

Sullivan, MO

Unscored
$3,980143,142 mi

Comparison: 29 similar vehicles

Sullivan, MO

No Photo

2006 Ford Taurus SEL

Sullivan, MO

UnscoredInsufficient · 0
$3,990221,052 mi

Sullivan, MO

2004 Dodge Intrepid SE

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

2004 Dodge Intrepid SE

Rolla, MO

UnscoredInsufficient · 0
$3,999117,170 mi

Rolla, MO

2013 Ford Focus SE

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

2013 Ford Focus SE

Cadet, MO

Unscored
$4,000200,000 mi

Comparison: 20 similar vehicles

Cadet, MO

2012 Chevrolet Sonic 2LZ

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

2012 Chevrolet Sonic 2LZ

Cadet, MO

UnscoredInsufficient · 0
$4,250142,628 mi

Cadet, MO

2010 Volkswagen CC Sport

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

2010 Volkswagen CC Sport

Richwoods, MO

UnscoredInsufficient · 0
$4,250152,000 mi

Richwoods, MO

2007 Lincoln Town Car Signature Limited

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

2007 Lincoln Town Car Signature Limited

Richwoods, MO

UnscoredInsufficient · 0
$4,250151,024 mi

Richwoods, MO

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Bourbon, MO

Unscored
$4,450175,675 mi

Comparison: 28 similar vehicles

Bourbon, MO

2012 Dodge Grand Caravan Crew

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

2012 Dodge Grand Caravan Crew

Rolla, MO

UnscoredInsufficient · 0
$4,500200,788 mi

Rolla, MO

2005 Hyundai Santa Fe GLS

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

2005 Hyundai Santa Fe GLS

Union, MO

UnscoredInsufficient · 0
$4,500203,832 mi

Union, MO

2017 Ford Escape S

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

2017 Ford Escape S

Belle, MO

Unscored
$4,799208,305 mi

Comparison: 11 similar vehicles

Belle, MO

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Cadet, MO

Unscored
$4,850153,660 mi

Comparison: 11 similar vehicles

Cadet, MO

No Photo

2010 Cadillac SRX Premium Collection

Sullivan, MO

UnscoredInsufficient · 0
$4,880211,623 mi

Sullivan, 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

Rolla, MO

Unscored
$4,900227,197 mi

Comparison: 27 similar vehicles

Rolla, MO

2015 Mitsubishi Mirage DE

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

2015 Mitsubishi Mirage DE

Saint Clair, MO

UnscoredInsufficient · 0
$4,90089,472 mi

Saint Clair, MO

2012 Chevrolet Cruze LTZ

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

2012 Chevrolet Cruze LTZ

Jefferson City, MO

Unscored
$4,950169,000 mi

Comparison: 7 similar vehicles

Jefferson City, MO

2012 Dodge Caliber SE

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

2012 Dodge Caliber SE

Saint Clair, MO

UnscoredInsufficient · 0
$4,98075,451 mi

Saint Clair, MO

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Sullivan, MO

Unscored
$4,990144,115 mi

Comparison: 10 similar vehicles

Sullivan, MO

2015 Chevrolet Cruze LS

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

2015 Chevrolet Cruze LS

Union, MO

Unscored
$4,995151,415 mi

Comparison: 9 similar vehicles

Union, MO

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Union, MO

UnscoredInsufficient · 4
$4,995225,688 mi

Comparison: 4 similar vehicles

Union, MO

2004 Chevrolet Impala LS

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

2004 Chevrolet Impala LS

Rolla, MO

UnscoredInsufficient · 0
$4,999174,703 mi

Rolla, MO

2017 Ford Focus S

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

2017 Ford Focus S

Cadet, MO

Unscored
$5,000185,000 mi

Comparison: 8 similar vehicles

Cadet, MO

2008 Nissan Sentra 2.0 S

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

2008 Nissan Sentra 2.0 S

Saint Clair, MO

UnscoredInsufficient · 0
$5,000155,780 mi

Saint Clair, MO

2007 Chevrolet Silverado Classic 1500 LT1

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

2007 Chevrolet Silverado Classic 1500 LT1

Cadet, MO

UnscoredInsufficient · 0
$5,000282,385 mi

Cadet, MO

2018 Nissan Altima SV

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

2018 Nissan Altima SV

Union, MO

UnscoredInsufficient · 4
$5,295218,254 mi

Comparison: 4 similar vehicles

Union, 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

Rolla, MO

Unscored
$5,300162,000 mi

Comparison: 5 similar vehicles

Rolla, MO

2009 Chevrolet Malibu 1LS

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

2009 Chevrolet Malibu 1LS

Saint Clair, MO

UnscoredInsufficient · 0
$5,45099,750 mi

Saint Clair, MO

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Salem, MO

Unscored
$5,495261,000 mi

Comparison: 42 similar vehicles

Salem, MO

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Cuba, MO

Unscored
$5,500203,631 mi

Comparison: 18 similar vehicles

Cuba, MO

2014 Chevrolet Sonic LT

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

2014 Chevrolet Sonic LT

Berger, MO

Unscored
$5,500129,000 mi

Comparison: 14 similar vehicles

Berger, MO

2012 Chevrolet Cruze ECO

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

2012 Chevrolet Cruze ECO

Saint Clair, MO

Unscored
$5,500146,000 mi

Comparison: 5 similar vehicles

Saint Clair, MO

2003 Lincoln Town Car Executive

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

2003 Lincoln Town Car Executive

Richwoods, MO

UnscoredInsufficient · 0
$5,500114,539 mi

Richwoods, 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

2013 Chevrolet Malibu 1LS

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

2013 Chevrolet Malibu 1LS

Salem, MO

Unscored
$5,595176,000 mi

Comparison: 11 similar vehicles

Salem, 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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