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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

5,211 listings found

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Durham, NC

Unscored
$3,499160,311 mi

Comparison: 17 similar vehicles

Durham, NC

No Photo

2015 Chevrolet Equinox 1LT

Hillsborough, NC

Unscored
$3,500147,580 mi

Comparison: 22 similar vehicles

Hillsborough, NC

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Durham, NC

UnscoredInsufficient · 3
$3,700160,900 mi

Comparison: 3 similar vehicles

Durham, NC

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Farmville, VA

Unscored
$3,799241,537 mi

Comparison: 31 similar vehicles

Farmville, VA

2002 Toyota Rav4 Base

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

2002 Toyota Rav4 Base

Henderson, NC

UnscoredInsufficient · 0
$3,800202,562 mi

Henderson, NC

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Durham, NC

Unscored
$3,990298,000 mi

Comparison: 21 similar vehicles

Durham, NC

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Danville, VA

Unscored
$4,150317,083 mi

Comparison: 32 similar vehicles

Danville, VA

2008 Nissan Rogue SL

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

2008 Nissan Rogue SL

Durham, NC

UnscoredInsufficient · 4
$4,329165,493 mi

Comparison: 4 similar vehicles

Durham, NC

No Photo

2007 GMC Envoy SLT

Danville, VA

UnscoredInsufficient · 0
$4,495248,118 mi

Danville, VA

2015 Dodge Journey CrossRoad

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

2015 Dodge Journey CrossRoad

Henderson, NC

Unscored
$4,500153,791 mi

Comparison: 8 similar vehicles

Henderson, NC

2008 Mercedes-Benz GL-Class GL450

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

2008 Mercedes-Benz GL-Class GL450

Durham, NC

UnscoredInsufficient · 3
$4,500160,305 mi

Comparison: 3 similar vehicles

Durham, NC

2008 Mercury Mariner V6

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

2008 Mercury Mariner V6

Durham, NC

UnscoredInsufficient · 0
$4,638153,552 mi

Durham, NC

2014 Nissan Murano S

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

2014 Nissan Murano S

Danville, VA

Unscored
$4,695178,737 mi

Comparison: 12 similar vehicles

Danville, VA

2006 Subaru Forester X

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

2006 Subaru Forester X

Durham, NC

UnscoredInsufficient · 4
$4,800135,500 mi

Comparison: 4 similar vehicles

Durham, NC

2005 Jeep Liberty Sport

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

2005 Jeep Liberty Sport

Durham, NC

UnscoredInsufficient · 0
$4,800159,800 mi

Durham, NC

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Henderson, NC

Unscored
$4,899125,948 mi

Comparison: 10 similar vehicles

Henderson, NC

2009 Land Rover LR2 HSE

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

2009 Land Rover LR2 HSE

Durham, NC

UnscoredInsufficient · 0
$4,899154,883 mi

Durham, NC

2000 Jeep Grand Cherokee LAREDO

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

2000 Jeep Grand Cherokee LAREDO

Lawrenceville, VA

UnscoredInsufficient · 0
$4,900210,352 mi

Lawrenceville, VA

No Photo

2008 Mazda CX-9 Grand Touring

Henderson, NC

UnscoredInsufficient · 0
$4,950284,912 mi

Henderson, NC

2006 Subaru Forester X

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

2006 Subaru Forester X

Durham, NC

Unscored
$4,950141,617 mi

Comparison: 5 similar vehicles

Durham, NC

2004 Mazda Tribute LX

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

2004 Mazda Tribute LX

Roxboro, NC

UnscoredInsufficient · 0
$4,950218,728 mi

Roxboro, NC

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Roxboro, NC

Unscored
$4,975153,700 mi

Comparison: 16 similar vehicles

Roxboro, NC

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Danville, VA

Unscored
$4,995164,285 mi

Comparison: 18 similar vehicles

Danville, VA

2009 Chevrolet Tahoe LT1

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

2009 Chevrolet Tahoe LT1

Durham, NC

UnscoredInsufficient · 0
$4,995258,702 mi

Durham, NC

No Photo

2009 Hyundai Santa Fe GLS

Danville, VA

Unscored
$4,995156,483 mi

Comparison: 5 similar vehicles

Danville, VA

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Durham, NC

UnscoredInsufficient · 0
$4,995197,666 mi

Durham, NC

2017 Ford Escape S

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

2017 Ford Escape S

South Hill, VA

Unscored
$5,000223,064 mi

Comparison: 56 similar vehicles

South Hill, VA

2009 Honda Pilot EX-L

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

2009 Honda Pilot EX-L

Durham, NC

Unscored
$5,000252,291 mi

Comparison: 17 similar vehicles

Durham, NC

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Creedmoor, NC

Unscored
$5,200151,303 mi

Comparison: 12 similar vehicles

Creedmoor, NC

2009 Dodge Journey SXT

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

2009 Dodge Journey SXT

Farmville, VA

UnscoredInsufficient · 0
$5,29988,102 mi

Farmville, VA

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Durham, NC

Unscored
$5,359230,155 mi

Comparison: 14 similar vehicles

Durham, NC

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Durham, NC

Salvage title
$5,40092,655 mi

Durham, NC

No Photo

2016 INFINITI QX60 Base

Danville, VA

UnscoredInsufficient · 3
$5,495166,942 mi

Comparison: 3 similar vehicles

Danville, VA

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Danville, VA

Unscored
$5,495150,559 mi

Comparison: 87 similar vehicles

Danville, VA

2008 Honda CR-V LX

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

2008 Honda CR-V LX

Henderson, NC

Unscored
$5,495258,902 mi

Comparison: 11 similar vehicles

Henderson, NC

2010 Hyundai Santa Fe GLS

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

2010 Hyundai Santa Fe GLS

Durham, NC

Unscored
$5,499120,070 mi

Comparison: 5 similar vehicles

Durham, NC

2008 Mazda CX-9 Grand Touring AWD

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

2008 Mazda CX-9 Grand Touring AWD

Durham, NC

Unscored
$5,499183,184 mi

Comparison: 5 similar vehicles

Durham, NC

2018 Ford Escape SE

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

2018 Ford Escape SE

Durham, NC

Unscored
$5,50098,278 mi

Comparison: 7 similar vehicles

Durham, NC

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Hillsborough, NC

Unscored
$5,500237,228 mi

Comparison: 26 similar vehicles

Hillsborough, NC

2008 GMC Yukon XL Denali

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

2008 GMC Yukon XL Denali

Blairs, VA

Unscored
$5,500269,911 mi

Comparison: 5 similar vehicles

Blairs, VA

2016 FIAT 500X Easy

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

2016 FIAT 500X Easy

South Hill, VA

Fair PriceLimited · 16
$5,600111,527 mi

Market: $4,999 – $9,999

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

South Hill, VA

2009 Hyundai Santa Fe Limited

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

2009 Hyundai Santa Fe Limited

Henrico, NC

Unscored
$5,750104,123 mi

Comparison: 7 similar vehicles

Henrico, NC

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Farmville, VA

Unscored
$5,790125,133 mi

Comparison: 18 similar vehicles

Farmville, VA

2010 Suzuki Grand Vitara Premium

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

2010 Suzuki Grand Vitara Premium

Durham, NC

UnscoredInsufficient · 0
$5,800175,193 mi

Durham, NC

2004 Volvo XC90 Base

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

2004 Volvo XC90 Base

Durham, NC

Unscored
$5,800111,855 mi

Comparison: 6 similar vehicles

Durham, NC

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Danville, VA

Unscored
$5,900179,200 mi

Comparison: 36 similar vehicles

Danville, VA

2016 Jeep Renegade Limited

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

2016 Jeep Renegade Limited

Durham, NC

Salvage title
$5,900140,500 mi

Durham, NC

2010 Volvo XC90 3.2

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

2010 Volvo XC90 3.2

Farmville, VA

Unscored
$5,900173,828 mi

Comparison: 9 similar vehicles

Farmville, VA

2016 Jeep Patriot Sport SE

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

2016 Jeep Patriot Sport SE

Durham, NC

Unscored
$5,950128,358 mi

Comparison: 11 similar vehicles

Durham, NC

2015 Chevrolet Equinox LTZ

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

2015 Chevrolet Equinox LTZ

Durham, NC

Unscored
$5,950152,275 mi

Comparison: 7 similar vehicles

Durham, NC

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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