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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 13, 2026

7.2M+

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

46,642 listings found

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

Troy, MO

Unscored
$1,500142,181 mi

Comparison: 8 similar vehicles

Troy, 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

2005 Chevrolet Cobalt LS

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

2005 Chevrolet Cobalt LS

Vandalia, MO

UnscoredInsufficient · 0
$1,850175,076 mi

Vandalia, MO

2004 Nissan Sentra 1.8 S

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

2004 Nissan Sentra 1.8 S

Wentzville, MO

UnscoredInsufficient · 0
$1,90052,156 mi

Wentzville, MO

1996 GMC Yukon

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

1996 GMC Yukon

Fenton, MO

UnscoredInsufficient · 0
$1,950242,199 mi

Fenton, MO

2003 Chrysler Town & Country Limited

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

2003 Chrysler Town & Country Limited

Troy, MO

UnscoredInsufficient · 0
$1,995278,446 mi

Troy, MO

2002 Chevrolet S-10 LS

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

2002 Chevrolet S-10 LS

Fenton, MO

UnscoredInsufficient · 0
$2,195158,053 mi

Fenton, 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

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Wentzville, MO

UnscoredInsufficient · 3
$2,499185,359 mi

Comparison: 3 similar vehicles

Wentzville, MO

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

Wentzville, MO

UnscoredInsufficient · 0
$2,500241,801 mi

Wentzville, MO

2004 Toyota Corolla CE

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

2004 Toyota Corolla CE

St. Louis, MO

UnscoredInsufficient · 0
$2,500235,706 mi

St. Louis, MO

2006 Ford Focus ZX4 SE

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

2006 Ford Focus ZX4 SE

House Springs, MO

UnscoredInsufficient · 0
$2,650207,000 mi

House Springs, MO

2012 Audi Q7 Premium

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

2012 Audi Q7 Premium

St. Louis, MO

UnscoredInsufficient · 0
$2,750158 mi

St. Louis, MO

2008 Hyundai Tiburon GS

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

2008 Hyundai Tiburon GS

House Springs, MO

UnscoredInsufficient · 0
$2,750242,000 mi

House Springs, MO

2010 Kia Soul Exclaim

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

2010 Kia Soul Exclaim

Wentzville, MO

UnscoredInsufficient · 3
$2,800160,000 mi

Comparison: 3 similar vehicles

Wentzville, MO

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Saint Charles, MO

UnscoredInsufficient · 0
$2,800267,631 mi

Saint Charles, MO

2005 Kia Sedona LX

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

2005 Kia Sedona LX

Fenton, MO

UnscoredInsufficient · 0
$2,800104,452 mi

Fenton, MO

1999 Lincoln Continental Base

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

1999 Lincoln Continental Base

Curryville, MO

UnscoredInsufficient · 0
$2,800190,000 mi

Curryville, MO

2003 Ford Ranger XL

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

2003 Ford Ranger XL

Fenton, MO

Salvage title
$2,850198,269 mi

Fenton, MO

2013 Honda Pilot EX-L

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

2013 Honda Pilot EX-L

Lake Saint Louis, MO

Unscored
$2,89991,025 mi

Comparison: 7 similar vehicles

Lake Saint Louis, MO

No Photo

2011 Honda Civic LX

Sullivan, MO

Unscored
$2,900233,054 mi

Comparison: 10 similar vehicles

Sullivan, MO

2001 Mitsubishi Eclipse SPYDER GT

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

2001 Mitsubishi Eclipse SPYDER GT

St. Louis, MO

UnscoredInsufficient · 0
$2,985187,901 mi

St. Louis, MO

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Fenton, MO

Unscored
$2,995141,902 mi

Comparison: 11 similar vehicles

Fenton, MO

2008 Saturn VUE XR

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

2008 Saturn VUE XR

Jennings, MO

UnscoredInsufficient · 0
$2,995173,000 mi

Jennings, MO

2006 Hyundai Sonata LX

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

2006 Hyundai Sonata LX

Affton, MO

Unscored
$2,995243,599 mi

Comparison: 7 similar vehicles

Affton, MO

2005 Chevrolet Equinox LT

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

2005 Chevrolet Equinox LT

Troy, MO

UnscoredInsufficient · 0
$2,995219,177 mi

Troy, MO

2004 Ford Taurus SES

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

2004 Ford Taurus SES

Wright City, MO

UnscoredInsufficient · 0
$2,995179,538 mi

Wright City, 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

2004 Saturn VUE Base

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

2004 Saturn VUE Base

Fenton, MO

UnscoredInsufficient · 0
$2,995192,077 mi

Fenton, MO

2013 Kia Soul Base

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

2013 Kia Soul Base

Wentzville, MO

Unscored
$3,000185,317 mi

Comparison: 11 similar vehicles

Wentzville, MO

2008 Ford F-150 60th Anniversary

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

2008 Ford F-150 60th Anniversary

Saint Clair, MO

UnscoredInsufficient · 0
$3,000183,122 mi

Saint Clair, MO

2004 Honda Pilot EX

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

2004 Honda Pilot EX

Berkeley, MO

UnscoredInsufficient · 0
$3,000190,639 mi

Berkeley, MO

2014 FIAT 500L Trekking

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

2014 FIAT 500L Trekking

House Springs, MO

UnscoredInsufficient · 0
$3,250150,000 mi

House Springs, 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: 9 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 · 4
$3,250182,235 mi

Comparison: 4 similar vehicles

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

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Fenton, MO

UnscoredInsufficient · 3
$3,395220,801 mi

Comparison: 3 similar vehicles

Fenton, MO

2006 Nissan Altima S

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

2006 Nissan Altima S

Valley Park, MO

UnscoredInsufficient · 0
$3,400163,916 mi

Valley Park, 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: 8 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

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

Wentzville, MO

UnscoredInsufficient · 3
$3,499232,000 mi

Comparison: 3 similar vehicles

Wentzville, MO

1997 Ford Expedition EDDIE BAUER

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

1997 Ford Expedition EDDIE BAUER

Wentzville, MO

UnscoredInsufficient · 0
$3,499198,353 mi

Wentzville, 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 Toyota Prius c Two

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

2012 Toyota Prius c Two

Chesterfield, MO

UnscoredInsufficient · 0
$3,500250,536 mi

Chesterfield, MO

2010 Dodge Journey SXT

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

2010 Dodge Journey SXT

Saint Charles, MO

UnscoredInsufficient · 3
$3,500176,786 mi

Comparison: 3 similar vehicles

Saint Charles, MO

2009 Ford F-150 XL

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

2009 Ford F-150 XL

St. Louis, MO

Unscored
$3,500Mileage not verified

Comparison: 6 similar vehicles

St. Louis, MO

2003 Jeep Liberty Sport

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

2003 Jeep Liberty Sport

Curryville, MO

UnscoredInsufficient · 0
$3,500182,000 mi

Curryville, MO

2006 Hyundai Tucson GLS

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

2006 Hyundai Tucson GLS

St. Louis, MO

UnscoredInsufficient · 0
$3,600198,013 mi

St. Louis, 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

Pacific, MO

Unscored
$3,610198,440 mi

Comparison: 6 similar vehicles

Pacific, 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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