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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

9,790 listings found

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Aiken, SC

Unscored
$2,200252,445 mi

Comparison: 7 similar vehicles

Aiken, SC

2001 Ford Crown Victoria LX

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

2001 Ford Crown Victoria LX

Aiken, SC

UnscoredInsufficient · 0
$2,400143,551 mi

Aiken, SC

2009 GMC Envoy SLE

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

2009 GMC Envoy SLE

Evans, GA

UnscoredInsufficient · 0
$2,589200,000 mi

Evans, GA

2002 Hyundai Santa Fe LX

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

2002 Hyundai Santa Fe LX

Aiken, SC

UnscoredInsufficient · 0
$2,700168,271 mi

Aiken, SC

2007 Ford Explorer Sport Trac Limited

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

2007 Ford Explorer Sport Trac Limited

Augusta, GA

UnscoredInsufficient · 4
$3,079341,101 mi

Comparison: 4 similar vehicles

Augusta, GA

2010 Toyota Prius II

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

2010 Toyota Prius II

Union Point, GA

Unscored
$3,200241,127 mi

Comparison: 18 similar vehicles

Union Point, GA

1998 Honda CR-V Base

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

1998 Honda CR-V Base

Martinez, GA

UnscoredInsufficient · 0
$3,300348,869 mi

Martinez, GA

2010 Ford Explorer XLT

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

2010 Ford Explorer XLT

North Augusta, SC

Unscored
$3,495216,326 mi

Comparison: 7 similar vehicles

North Augusta, SC

2003 Jeep Grand Cherokee LAREDO

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

2003 Jeep Grand Cherokee LAREDO

Hephzibah, GA

UnscoredInsufficient · 0
$3,495210,836 mi

Hephzibah, GA

2008 Lincoln MKZ Base

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

2008 Lincoln MKZ Base

Aiken, SC

Unscored
$3,500174,331 mi

Comparison: 8 similar vehicles

Aiken, SC

2007 Subaru Legacy I Limited

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

2007 Subaru Legacy I Limited

Hephzibah, GA

UnscoredInsufficient · 0
$3,795194,735 mi

Hephzibah, GA

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

Augusta, GA

UnscoredInsufficient · 4
$3,990187,469 mi

Comparison: 4 similar vehicles

Augusta, GA

2007 Mercedes-Benz E-Class E350

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

2007 Mercedes-Benz E-Class E350

Augusta, GA

Unscored
$3,990251,802 mi

Comparison: 7 similar vehicles

Augusta, GA

2011 Jeep Grand Cherokee Overland

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

2011 Jeep Grand Cherokee Overland

North Augusta, SC

Unscored
$3,995241,267 mi

Comparison: 16 similar vehicles

North Augusta, SC

2006 Ford Expedition Eddie Bauer

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

2006 Ford Expedition Eddie Bauer

Martinez, GA

Unscored
$3,995264,608 mi

Comparison: 6 similar vehicles

Martinez, GA

2005 Chevrolet Avalanche Base

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

2005 Chevrolet Avalanche Base

North Augusta, SC

Unscored
$3,995200,101 mi

Comparison: 10 similar vehicles

North Augusta, SC

2004 Mercedes-Benz M-Class ML350

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

2004 Mercedes-Benz M-Class ML350

Hephzibah, GA

UnscoredInsufficient · 0
$3,995244,360 mi

Hephzibah, GA

2003 Chevrolet Express Base

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

2003 Chevrolet Express Base

North Augusta, SC

UnscoredInsufficient · 3
$3,995147,558 mi

Comparison: 3 similar vehicles

North Augusta, SC

2002 Honda Civic EX

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

2002 Honda Civic EX

Hephzibah, GA

UnscoredInsufficient · 3
$3,995158,665 mi

Comparison: 3 similar vehicles

Hephzibah, GA

2015 Kia Forte LX

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

2015 Kia Forte LX

Martinez, GA

Unscored
$4,000195,725 mi

Comparison: 69 similar vehicles

Martinez, GA

2009 Nissan Sentra

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

2009 Nissan Sentra

Martinez, GA

UnscoredInsufficient · 0
$4,000165,309 mi

Martinez, GA

1998 Dodge Ram Pickup

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

1998 Dodge Ram Pickup

Martinez, GA

UnscoredInsufficient · 0
$4,000135,535 mi

Martinez, GA

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

North Augusta, SC

Unscored
$4,495246,711 mi

Comparison: 11 similar vehicles

North Augusta, SC

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Hephzibah, GA

Unscored
$4,495188,602 mi

Comparison: 24 similar vehicles

Hephzibah, GA

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Hephzibah, GA

Unscored
$4,495185,791 mi

Comparison: 8 similar vehicles

Hephzibah, GA

2009 Saturn VUE XR

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

2009 Saturn VUE XR

Hephzibah, GA

UnscoredInsufficient · 0
$4,495124,535 mi

Hephzibah, GA

2006 Buick LaCrosse CXL

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

2006 Buick LaCrosse CXL

Hephzibah, GA

UnscoredInsufficient · 4
$4,495137,472 mi

Comparison: 4 similar vehicles

Hephzibah, GA

1999 Chevrolet Silverado LS

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

1999 Chevrolet Silverado LS

Hephzibah, GA

UnscoredInsufficient · 0
$4,495330,141 mi

Hephzibah, GA

2013 BMW X1 28i

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

2013 BMW X1 28i

Union Point, GA

Unscored
$4,500154,085 mi

Comparison: 10 similar vehicles

Union Point, GA

2011 Honda CR-V LX

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

2011 Honda CR-V LX

Aiken, SC

Unscored
$4,500182,606 mi

Comparison: 67 similar vehicles

Aiken, SC

2005 Lexus RX 330

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

2005 Lexus RX 330

Aiken, SC

Unscored
$4,500228,745 mi

Comparison: 17 similar vehicles

Aiken, SC

1992 Toyota Pickup

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

1992 Toyota Pickup

Aiken, SC

UnscoredInsufficient · 0
$4,500426,865 mi

Aiken, SC

2008 Nissan Versa SL

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

2008 Nissan Versa SL

Martinez, GA

UnscoredInsufficient · 0
$4,579133,968 mi

Martinez, GA

2008 Audi A4 Base

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

2008 Audi A4 Base

Greensboro, GA

UnscoredInsufficient · 3
$4,67582,000 mi

Comparison: 3 similar vehicles

Greensboro, GA

2006 GMC Yukon SLE

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

2006 GMC Yukon SLE

North Augusta, SC

UnscoredInsufficient · 0
$4,695284,977 mi

North Augusta, SC

2006 BMW 3 Series 330i

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

2006 BMW 3 Series 330i

Aiken, SC

Unscored
$4,775203,049 mi

Comparison: 6 similar vehicles

Aiken, SC

1999 Lexus RX 300

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

1999 Lexus RX 300

Aiken, SC

UnscoredInsufficient · 3
$4,800199,862 mi

Comparison: 3 similar vehicles

Aiken, SC

2012 GMC Yukon Denali

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

2012 GMC Yukon Denali

Union Point, GA

Unscored
$4,855233,041 mi

Comparison: 5 similar vehicles

Union Point, GA

2005 Chevrolet Express Base

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

2005 Chevrolet Express Base

Aiken, SC

UnscoredInsufficient · 0
$4,950277,541 mi

Aiken, SC

2002 Mazda Truck DS

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

2002 Mazda Truck DS

Aiken, SC

UnscoredInsufficient · 0
$4,950264,912 mi

Aiken, SC

2012 Nissan Pathfinder SV

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

2012 Nissan Pathfinder SV

Augusta, GA

UnscoredInsufficient · 4
$4,990248,407 mi

Comparison: 4 similar vehicles

Augusta, GA

2009 Subaru Forester 2.5X Premium Package

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

2009 Subaru Forester 2.5X Premium Package

Augusta, GA

UnscoredInsufficient · 3
$4,990149,461 mi

Comparison: 3 similar vehicles

Augusta, GA

2008 Nissan Altima S

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

2008 Nissan Altima S

Augusta, GA

Unscored
$4,990190,665 mi

Comparison: 17 similar vehicles

Augusta, GA

2008 GMC Sierra 1500 Work Truck

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

2008 GMC Sierra 1500 Work Truck

Augusta, GA

Unscored
$4,994276,728 mi

Comparison: 10 similar vehicles

Augusta, GA

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Aiken, SC

Unscored
$4,995181,704 mi

Comparison: 10 similar vehicles

Aiken, SC

2013 Mazda MAZDA3 i Grand Touring

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

2013 Mazda MAZDA3 i Grand Touring

Augusta, GA

UnscoredInsufficient · 4
$4,995214,516 mi

Comparison: 4 similar vehicles

Augusta, GA

2011 Mazda MAZDA3 s Sport

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

2011 Mazda MAZDA3 s Sport

Augusta, GA

Unscored
$4,995278,797 mi

Comparison: 7 similar vehicles

Augusta, GA

2009 Pontiac Vibe Base

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

2009 Pontiac Vibe Base

Aiken, SC

Unscored
$4,995189,841 mi

Comparison: 7 similar vehicles

Aiken, SC

2006 Chevrolet Suburban

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

2006 Chevrolet Suburban

Aiken, SC

UnscoredInsufficient · 0
$4,995Mileage not verified

Aiken, SC

2006 Toyota Highlander Base

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

2006 Toyota Highlander Base

Aiken, SC

Unscored
$4,995201,373 mi

Comparison: 5 similar vehicles

Aiken, SC

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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