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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 8, 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

10,589 listings found

2001 Dodge Ram Pickup ST

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

2001 Dodge Ram Pickup ST

Douglasville, GA

UnscoredInsufficient · 3
$1,975Mileage not verified

Comparison: 3 similar vehicles

Douglasville, GA

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Douglasville, GA

UnscoredInsufficient · 4
$2,500132,250 mi

Comparison: 4 similar vehicles

Douglasville, GA

2013 Chevrolet Malibu 2SA

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

2013 Chevrolet Malibu 2SA

Pell City, AL

UnscoredInsufficient · 0
$2,500Mileage not verified

Pell City, AL

2008 Ford Expedition Eddie Bauer

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

2008 Ford Expedition Eddie Bauer

Douglasville, GA

UnscoredInsufficient · 3
$2,500182,264 mi

Comparison: 3 similar vehicles

Douglasville, GA

2008 Chevrolet Cobalt LS

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

2008 Chevrolet Cobalt LS

Dallas, GA

Salvage title
$2,500212,880 mi

Dallas, GA

2006 Saturn VUE Base

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

2006 Saturn VUE Base

Dallas, GA

UnscoredInsufficient · 0
$2,500208,000 mi

Dallas, GA

2013 Volkswagen Passat S

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

2013 Volkswagen Passat S

LaGrange, GA

Unscored
$2,694271,992 mi

Comparison: 5 similar vehicles

LaGrange, GA

2013 Dodge Grand Caravan American Value Package

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

2013 Dodge Grand Caravan American Value Package

Cedartown, GA

UnscoredInsufficient · 0
$2,800196,221 mi

Cedartown, GA

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Cedartown, GA

UnscoredInsufficient · 0
$2,800281,941 mi

Cedartown, GA

2005 Volkswagen Passat GLS

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

2005 Volkswagen Passat GLS

Cedartown, GA

UnscoredInsufficient · 0
$2,800214,200 mi

Cedartown, GA

2004 Honda Accord EX

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

2004 Honda Accord EX

Douglasville, GA

UnscoredInsufficient · 3
$2,800211,994 mi

Comparison: 3 similar vehicles

Douglasville, GA

2003 Buick Century Custom

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

2003 Buick Century Custom

Cedartown, GA

UnscoredInsufficient · 0
$2,800Mileage not verified

Cedartown, GA

2000 Chevrolet Blazer LS

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

2000 Chevrolet Blazer LS

Douglasville, GA

UnscoredInsufficient · 0
$2,800179,221 mi

Douglasville, GA

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

Odenville, AL

UnscoredInsufficient · 3
$2,900254,769 mi

Comparison: 3 similar vehicles

Odenville, AL

2008 Honda Civic LX

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

2008 Honda Civic LX

Newnan, GA

UnscoredInsufficient · 3
$2,900333,800 mi

Comparison: 3 similar vehicles

Newnan, GA

2012 Ford Fusion S

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

2012 Ford Fusion S

Oxford, AL

UnscoredInsufficient · 0
$2,950231,471 mi

Oxford, AL

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Anniston, AL

Unscored
$2,950226,624 mi

Comparison: 18 similar vehicles

Anniston, AL

2007 Ford Freestyle SEL

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

2007 Ford Freestyle SEL

Pell City, AL

UnscoredInsufficient · 0
$2,995Mileage not verified

Pell City, AL

2006 Mercedes-Benz C-Class C280 Luxury

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

2006 Mercedes-Benz C-Class C280 Luxury

Pell City, AL

UnscoredInsufficient · 0
$2,995Mileage not verified

Pell City, AL

2009 Chevrolet Malibu 2LT

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

2009 Chevrolet Malibu 2LT

Douglasville, GA

UnscoredInsufficient · 0
$2,999165,521 mi

Douglasville, GA

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Douglasville, GA

Unscored
$3,000309,864 mi

Comparison: 7 similar vehicles

Douglasville, GA

2013 Chevrolet Impala LTZ

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

2013 Chevrolet Impala LTZ

Gadsden, AL

Unscored
$3,000248,284 mi

Comparison: 7 similar vehicles

Gadsden, AL

2013 Hyundai Genesis 3.8

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

2013 Hyundai Genesis 3.8

Bremen, GA

Unscored
$3,000187,287 mi

Comparison: 16 similar vehicles

Bremen, GA

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Douglasville, GA

Unscored
$3,000262,302 mi

Comparison: 5 similar vehicles

Douglasville, GA

2000 Ford Taurus SE

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

2000 Ford Taurus SE

Newnan, GA

UnscoredInsufficient · 0
$3,000187,752 mi

Newnan, GA

2015 Jeep Cherokee Altitude

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

2015 Jeep Cherokee Altitude

Riverside, AL

UnscoredInsufficient · 0
$3,098210,000 mi

Riverside, AL

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Anniston, AL

Unscored
$3,250219,051 mi

Comparison: 40 similar vehicles

Anniston, AL

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Villa Rica, GA

UnscoredInsufficient · 4
$3,399187,554 mi

Comparison: 4 similar vehicles

Villa Rica, GA

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Pell City, AL

Unscored
$3,499243,204 mi

Comparison: 5 similar vehicles

Pell City, AL

2012 Chevrolet Silverado 1500 Work Truck

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

2012 Chevrolet Silverado 1500 Work Truck

Douglasville, GA

UnscoredInsufficient · 4
$3,500268,785 mi

Comparison: 4 similar vehicles

Douglasville, GA

2010 Hyundai Tucson GLS

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

2010 Hyundai Tucson GLS

Bremen, GA

UnscoredInsufficient · 0
$3,500174,039 mi

Bremen, GA

2009 Nissan Altima S

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

2009 Nissan Altima S

Bremen, GA

Unscored
$3,500106,101 mi

Comparison: 5 similar vehicles

Bremen, GA

2008 Dodge Grand Caravan SE

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

2008 Dodge Grand Caravan SE

Cedartown, GA

UnscoredInsufficient · 0
$3,500225,448 mi

Cedartown, GA

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

Cedartown, GA

UnscoredInsufficient · 3
$3,500143,409 mi

Comparison: 3 similar vehicles

Cedartown, GA

2013 Ford Escape SE

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

2013 Ford Escape SE

Newnan, GA

Unscored
$3,650183,000 mi

Comparison: 53 similar vehicles

Newnan, GA

2008 Nissan Altima SL

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

2008 Nissan Altima SL

LaGrange, GA

UnscoredInsufficient · 0
$3,689229,028 mi

LaGrange, GA

2008 Honda Accord EX

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

2008 Honda Accord EX

LaGrange, GA

Unscored
$3,694247,436 mi

Comparison: 5 similar vehicles

LaGrange, GA

2001 Ford F-150 LARIAT

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

2001 Ford F-150 LARIAT

LaGrange, GA

UnscoredInsufficient · 0
$3,694333,333 mi

LaGrange, GA

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Douglasville, GA

Unscored
$3,700136,673 mi

Comparison: 6 similar vehicles

Douglasville, GA

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Douglasville, GA

Unscored
$3,700106,530 mi

Comparison: 6 similar vehicles

Douglasville, GA

2008 Ford Escape XLS

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

2008 Ford Escape XLS

Dallas, GA

UnscoredInsufficient · 0
$3,700188,000 mi

Dallas, GA

2014 Ford Escape SE

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

2014 Ford Escape SE

Pell City, AL

Unscored
$3,725190,391 mi

Comparison: 58 similar vehicles

Pell City, AL

2010 Scion xB Base

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

2010 Scion xB Base

Pell City, AL

UnscoredInsufficient · 0
$3,725270,353 mi

Pell City, AL

1999 Lincoln Continental Base

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

1999 Lincoln Continental Base

Pell City, AL

UnscoredInsufficient · 0
$3,725117,138 mi

Pell City, AL

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Munford, AL

Unscored
$3,800154,900 mi

Comparison: 25 similar vehicles

Munford, AL

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Newnan, GA

UnscoredInsufficient · 3
$3,800193,933 mi

Comparison: 3 similar vehicles

Newnan, GA

2008 Honda Civic LX

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

2008 Honda Civic LX

Douglasville, GA

UnscoredInsufficient · 4
$3,800126,351 mi

Comparison: 4 similar vehicles

Douglasville, GA

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Cedartown, GA

UnscoredInsufficient · 0
$3,800237,698 mi

Cedartown, GA

2006 Chevrolet Impala LS

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

2006 Chevrolet Impala LS

Carrollton, GA

UnscoredInsufficient · 4
$3,895211,777 mi

Comparison: 4 similar vehicles

Carrollton, GA

2014 Kia Soul Base

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

2014 Kia Soul Base

Dallas, GA

Unscored
$3,900191,469 mi

Comparison: 10 similar vehicles

Dallas, GA

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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