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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 7, 2026

7.1M+

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

15,982 listings found

2005 Cadillac DeVille DHS

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

2005 Cadillac DeVille DHS

St. Louis, MO

UnscoredInsufficient · 0
$1,500182,806 mi

St. Louis, 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

Belleville, IL

Unscored
$1,849159,100 mi

Comparison: 12 similar vehicles

Belleville, IL

2006 Dodge Grand Caravan SXT

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

2006 Dodge Grand Caravan SXT

West Frankfort, IL

UnscoredInsufficient · 0
$1,900176,223 mi

West Frankfort, IL

2002 Lincoln Continental Base

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

2002 Lincoln Continental Base

Belleville, IL

UnscoredInsufficient · 0
$1,950273,167 mi

Belleville, IL

2010 Chevrolet Traverse 2LT

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

2010 Chevrolet Traverse 2LT

Carbondale, IL

UnscoredInsufficient · 0
$1,995Mileage not verified

Carbondale, IL

2005 Chevrolet Equinox LT

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

2005 Chevrolet Equinox LT

St. Louis, MO

UnscoredInsufficient · 0
$1,995207,403 mi

St. Louis, MO

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Nashville, IL

Unscored
$2,250228,690 mi

Comparison: 9 similar vehicles

Nashville, IL

2008 Scion xB Base

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

2008 Scion xB Base

Millstadt, IL

UnscoredInsufficient · 0
$2,350222,640 mi

Millstadt, IL

2008 Mazda CX-7 Touring

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

2008 Mazda CX-7 Touring

Carbondale, IL

UnscoredInsufficient · 0
$2,495137,616 mi

Carbondale, IL

2006 Nissan Sentra 1.8 S

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

2006 Nissan Sentra 1.8 S

Odin, IL

UnscoredInsufficient · 0
$2,495256,521 mi

Odin, IL

2008 Chevrolet Express Cargo Work Van

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

2008 Chevrolet Express Cargo Work Van

St. Louis, MO

UnscoredInsufficient · 0
$2,500313,067 mi

St. Louis, MO

2005 Chevrolet Cobalt LS

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

2005 Chevrolet Cobalt LS

St. Louis, MO

UnscoredInsufficient · 0
$2,500249,170 mi

St. Louis, MO

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Belleville, IL

UnscoredInsufficient · 0
$2,500201,551 mi

Belleville, IL

2008 Kia Sedona LX

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

2008 Kia Sedona LX

Murphysboro, IL

UnscoredInsufficient · 0
$2,595220,896 mi

Murphysboro, IL

2006 Dodge Caravan SXT

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

2006 Dodge Caravan SXT

Belleville, IL

UnscoredInsufficient · 0
$2,700181,919 mi

Belleville, IL

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Belleville, IL

Unscored
$2,800222,448 mi

Comparison: 18 similar vehicles

Belleville, IL

2007 Toyota Corolla S

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

2007 Toyota Corolla S

Belleville, IL

UnscoredInsufficient · 0
$2,800259,310 mi

Belleville, IL

2002 Chevrolet Silverado 1500

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

2002 Chevrolet Silverado 1500

Belleville, IL

UnscoredInsufficient · 0
$2,950245,686 mi

Belleville, IL

2008 Saturn Outlook XE

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

2008 Saturn Outlook XE

Carbondale, IL

UnscoredInsufficient · 0
$2,995218,035 mi

Carbondale, IL

2007 Saturn ION 2

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

2007 Saturn ION 2

Murphysboro, IL

UnscoredInsufficient · 0
$2,995162,852 mi

Murphysboro, IL

2007 Mazda MAZDA3 s

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

2007 Mazda MAZDA3 s

Carbondale, IL

UnscoredInsufficient · 0
$2,995191,202 mi

Carbondale, IL

2006 Ford Escape Limited

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

2006 Ford Escape Limited

Odin, IL

UnscoredInsufficient · 0
$2,995253,125 mi

Odin, IL

2006 Saturn VUE Base

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

2006 Saturn VUE Base

Murphysboro, IL

UnscoredInsufficient · 0
$2,995244,046 mi

Murphysboro, IL

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Murphysboro, IL

Unscored
$2,995260,221 mi

Comparison: 5 similar vehicles

Murphysboro, IL

2002 Ford Focus LX

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

2002 Ford Focus LX

Carbondale, IL

UnscoredInsufficient · 0
$2,99573,938 mi

Carbondale, IL

2002 Ford Taurus LX

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

2002 Ford Taurus LX

Murphysboro, IL

UnscoredInsufficient · 0
$2,99595,212 mi

Murphysboro, IL

2002 Ford Taurus SES

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

2002 Ford Taurus SES

Carbondale, IL

UnscoredInsufficient · 0
$2,99576,430 mi

Carbondale, IL

2002 Mazda Protege5 Base

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

2002 Mazda Protege5 Base

Murphysboro, IL

UnscoredInsufficient · 0
$2,995177,011 mi

Murphysboro, IL

2001 Ford Focus SE

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

2001 Ford Focus SE

Murphysboro, IL

UnscoredInsufficient · 0
$2,995Mileage not verified

Murphysboro, IL

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

Belleville, IL

Unscored
$2,999219,733 mi

Comparison: 10 similar vehicles

Belleville, IL

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Belleville, IL

Unscored
$3,000248,691 mi

Comparison: 5 similar vehicles

Belleville, IL

2012 FIAT 500 Pop

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

2012 FIAT 500 Pop

Belleville, IL

Unscored
$3,000112,908 mi

Comparison: 5 similar vehicles

Belleville, IL

2006 Chrysler 300 Limited

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

2006 Chrysler 300 Limited

Belleville, IL

UnscoredInsufficient · 0
$3,000280,148 mi

Belleville, IL

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Belleville, IL

Unscored
$3,200205,156 mi

Comparison: 6 similar vehicles

Belleville, IL

2006 Jeep Grand Cherokee Limited

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

2006 Jeep Grand Cherokee Limited

Johnston City, IL

UnscoredInsufficient · 0
$3,400199,540 mi

Johnston City, IL

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Odin, IL

Unscored
$3,495180,267 mi

Comparison: 11 similar vehicles

Odin, IL

2005 Ford Five Hundred SEL

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

2005 Ford Five Hundred SEL

Odin, IL

UnscoredInsufficient · 0
$3,495142,066 mi

Odin, IL

2004 Pontiac Grand Prix GT1

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

2004 Pontiac Grand Prix GT1

Odin, IL

UnscoredInsufficient · 0
$3,495210,433 mi

Odin, IL

2008 Kia Spectra EX

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

2008 Kia Spectra EX

Carbondale, IL

UnscoredInsufficient · 0
$3,500117,780 mi

Carbondale, IL

2006 Mazda MAZDA6 i

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

2006 Mazda MAZDA6 i

Carbondale, IL

UnscoredInsufficient · 0
$3,500182,563 mi

Carbondale, IL

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Carbondale, IL

Unscored
$3,500178,971 mi

Comparison: 6 similar vehicles

Carbondale, IL

2005 Toyota Corolla LE

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

2005 Toyota Corolla LE

Belleville, IL

UnscoredInsufficient · 0
$3,500284,830 mi

Belleville, IL

2004 Honda Odyssey EX

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

2004 Honda Odyssey EX

St. Louis, MO

UnscoredInsufficient · 0
$3,500303,642 mi

St. Louis, MO

2003 Ford Windstar LX Standard

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

2003 Ford Windstar LX Standard

Belleville, IL

UnscoredInsufficient · 0
$3,500106,334 mi

Belleville, IL

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

Belleville, IL

UnscoredInsufficient · 0
$3,500328,064 mi

Belleville, IL

1994 Lexus ES

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

1994 Lexus ES

Belleville, IL

UnscoredInsufficient · 0
$3,500287,708 mi

Belleville, IL

1988 Pontiac 600

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

1988 Pontiac 600

St. Louis, MO

UnscoredInsufficient · 0
$3,50099,448 mi

St. Louis, MO

2009 Chevrolet Cobalt LT

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

2009 Chevrolet Cobalt LT

Murphysboro, IL

UnscoredInsufficient · 0
$3,595168,512 mi

Murphysboro, IL

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Murphysboro, IL

Unscored
$3,595186,077 mi

Comparison: 9 similar vehicles

Murphysboro, IL

2008 Kia Sedona LX

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

2008 Kia Sedona LX

Murphysboro, IL

UnscoredInsufficient · 0
$3,595170,950 mi

Murphysboro, IL

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 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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