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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

2,607 listings found

2007 Cadillac DTS Performance

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

2007 Cadillac DTS Performance

Rock Hill, SC

UnscoredInsufficient · 0
$1,900185,469 mi

Rock Hill, SC

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Rock Hill, SC

Unscored
$2,100271,424 mi

Comparison: 6 similar vehicles

Rock Hill, SC

2009 Kia Sportage LX

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

2009 Kia Sportage LX

Rock Hill, SC

Unscored
$2,900240,300 mi

Comparison: 6 similar vehicles

Rock Hill, SC

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Rock Hill, SC

UnscoredInsufficient · 3
$3,500185,444 mi

Comparison: 3 similar vehicles

Rock Hill, SC

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Rock Hill, SC

Unscored
$3,500192,973 mi

Comparison: 5 similar vehicles

Rock Hill, SC

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Rock Hill, SC

Unscored
$3,500159,275 mi

Comparison: 15 similar vehicles

Rock Hill, SC

2016 Ford Escape S

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

2016 Ford Escape S

Rock Hill, SC

Unscored
$3,698249,000 mi

Comparison: 7 similar vehicles

Rock Hill, SC

2014 Ford Focus SE

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

2014 Ford Focus SE

Rock Hill, SC

Unscored
$3,900177,975 mi

Comparison: 6 similar vehicles

Rock Hill, SC

2012 Nissan Altima S

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

2012 Nissan Altima S

Rock Hill, SC

Unscored
$3,900206,505 mi

Comparison: 6 similar vehicles

Rock Hill, SC

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Rock Hill, SC

Unscored
$3,900143,714 mi

Comparison: 5 similar vehicles

Rock Hill, SC

2011 Hyundai Santa Fe GLS

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

2011 Hyundai Santa Fe GLS

Rock Hill, SC

UnscoredInsufficient · 3
$3,900162,700 mi

Comparison: 3 similar vehicles

Rock Hill, SC

2010 Mercedes-Benz M-Class ML350

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

2010 Mercedes-Benz M-Class ML350

Rock Hill, SC

Unscored
$3,900193,565 mi

Comparison: 5 similar vehicles

Rock Hill, SC

2008 Kia Sorento LX

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

2008 Kia Sorento LX

Rock Hill, SC

UnscoredInsufficient · 4
$3,900160,800 mi

Comparison: 4 similar vehicles

Rock Hill, SC

2008 Toyota Sienna LE

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

2008 Toyota Sienna LE

Rock Hill, SC

Unscored
$3,998280,000 mi

Comparison: 5 similar vehicles

Rock Hill, SC

2014 Volkswagen Passat SE

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

2014 Volkswagen Passat SE

Rock Hill, SC

Unscored
$3,999157,097 mi

Comparison: 12 similar vehicles

Rock Hill, SC

2013 Kia Sorento EX

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

2013 Kia Sorento EX

Rock Hill, SC

UnscoredInsufficient · 3
$3,999207,581 mi

Comparison: 3 similar vehicles

Rock Hill, SC

2012 Acura TL Technology Package

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

2012 Acura TL Technology Package

Rock Hill, SC

Salvage title
$3,999235,255 mi

Rock Hill, SC

2012 Honda Civic LX

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

2012 Honda Civic LX

Rock Hill, SC

Unscored
$3,999249,040 mi

Comparison: 24 similar vehicles

Rock Hill, SC

2011 Nissan Altima

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

2011 Nissan Altima

Rock Hill, SC

UnscoredInsufficient · 0
$3,999229,589 mi

Rock Hill, SC

2009 Volvo S40 2.4i

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

2009 Volvo S40 2.4i

Rock Hill, SC

UnscoredInsufficient · 4
$3,999125,678 mi

Comparison: 4 similar vehicles

Rock Hill, SC

2007 Lexus ES 350

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

2007 Lexus ES 350

Rock Hill, SC

Unscored
$3,999193,722 mi

Comparison: 17 similar vehicles

Rock Hill, SC

2019 Ford Fiesta S

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

2019 Ford Fiesta S

Rock Hill, SC

UnscoredInsufficient · 0
$4,098220,000 mi

Rock Hill, SC

2015 Nissan Altima S

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

2015 Nissan Altima S

Rock Hill, SC

Unscored
$4,099266,500 mi

Comparison: 12 similar vehicles

Rock Hill, SC

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Rock Hill, SC

UnscoredInsufficient · 3
$4,099235,000 mi

Comparison: 3 similar vehicles

Rock Hill, SC

2002 Lexus ES 300

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

2002 Lexus ES 300

Rock Hill, SC

Unscored
$4,099325,000 mi

Comparison: 8 similar vehicles

Rock Hill, SC

2015 Kia Sportage LX

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

2015 Kia Sportage LX

Rock Hill, SC

Unscored
$4,198269,400 mi

Comparison: 27 similar vehicles

Rock Hill, SC

2012 Dodge Journey SE

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

2012 Dodge Journey SE

Rock Hill, SC

UnscoredInsufficient · 0
$4,198231,600 mi

Rock Hill, SC

2008 Volvo S80 3.2

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

2008 Volvo S80 3.2

Rock Hill, SC

UnscoredInsufficient · 0
$4,198130,073 mi

Rock Hill, SC

2004 Mercedes-Benz E-Class E320

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

2004 Mercedes-Benz E-Class E320

Rock Hill, SC

Unscored
$4,198214,000 mi

Comparison: 6 similar vehicles

Rock Hill, SC

2007 Chevrolet Tahoe LS

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

2007 Chevrolet Tahoe LS

Rock Hill, SC

Unscored
$4,500269,576 mi

Comparison: 7 similar vehicles

Rock Hill, SC

2007 Honda Civic LX

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

2007 Honda Civic LX

Rock Hill, SC

Unscored
$4,500156,614 mi

Comparison: 14 similar vehicles

Rock Hill, SC

2011 Hyundai Santa Fe Limited

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

2011 Hyundai Santa Fe Limited

Rock Hill, SC

Unscored
$4,800153,255 mi

Comparison: 8 similar vehicles

Rock Hill, SC

2011 Nissan Altima S

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

2011 Nissan Altima S

Rock Hill, SC

Unscored
$4,900157,339 mi

Comparison: 14 similar vehicles

Rock Hill, SC

2009 Honda Accord LX

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

2009 Honda Accord LX

Rock Hill, SC

Unscored
$4,900203,489 mi

Comparison: 15 similar vehicles

Rock Hill, SC

2007 Jaguar XK Series XK Convertible

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

2007 Jaguar XK Series XK Convertible

Rock Hill, SC

UnscoredInsufficient · 0
$4,900123,492 mi

Rock Hill, SC

2017 Dodge Journey Crossroad Plus

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

2017 Dodge Journey Crossroad Plus

Rock Hill, SC

Unscored
$4,995160,847 mi

Comparison: 36 similar vehicles

Rock Hill, SC

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Rock Hill, SC

Unscored
$4,995142,958 mi

Comparison: 7 similar vehicles

Rock Hill, SC

2016 FIAT 500X Pop

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

2016 FIAT 500X Pop

Rock Hill, SC

UnscoredInsufficient · 0
$4,99999,178 mi

Rock Hill, SC

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Rock Hill, SC

Unscored
$4,999161,211 mi

Comparison: 23 similar vehicles

Rock Hill, SC

2013 Subaru Outback Limited

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

2013 Subaru Outback Limited

Rock Hill, SC

Unscored
$4,999173,112 mi

Comparison: 15 similar vehicles

Rock Hill, SC

2009 MINI Cooper S

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

2009 MINI Cooper S

Rock Hill, SC

Unscored
$4,999128,027 mi

Comparison: 8 similar vehicles

Rock Hill, SC

2007 Mercedes-Benz M-Class ML350

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

2007 Mercedes-Benz M-Class ML350

Rock Hill, SC

UnscoredInsufficient · 3
$4,999145,651 mi

Comparison: 3 similar vehicles

Rock Hill, SC

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Rock Hill, SC

Unscored
$5,099206,734 mi

Comparison: 8 similar vehicles

Rock Hill, SC

2019 Nissan Kicks SV

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

2019 Nissan Kicks SV

Rock Hill, SC

Unscored
$5,198157,224 mi

Comparison: 24 similar vehicles

Rock Hill, SC

2014 Kia Sorento Limited

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

2014 Kia Sorento Limited

Rock Hill, SC

UnscoredInsufficient · 3
$5,198246,200 mi

Comparison: 3 similar vehicles

Rock Hill, SC

2014 Dodge Charger SXT

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

2014 Dodge Charger SXT

Rock Hill, SC

Unscored
$5,295162,966 mi

Comparison: 6 similar vehicles

Rock Hill, SC

2018 Kia Sorento LX

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

2018 Kia Sorento LX

Rock Hill, SC

Unscored
$5,495162,925 mi

Comparison: 34 similar vehicles

Rock Hill, SC

2012 Jeep Grand Cherokee Limited

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

2012 Jeep Grand Cherokee Limited

Rock Hill, SC

Unscored
$5,495175,115 mi

Comparison: 14 similar vehicles

Rock Hill, SC

2011 Volvo XC60 T6 R-Design

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

2011 Volvo XC60 T6 R-Design

Rock Hill, SC

UnscoredInsufficient · 0
$5,495154,668 mi

Rock Hill, SC

2011 Mercedes-Benz C-Class C300 Luxury

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

2011 Mercedes-Benz C-Class C300 Luxury

Rock Hill, SC

Unscored
$5,499128,430 mi

Comparison: 18 similar vehicles

Rock Hill, 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 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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