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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 13, 2026

7.2M+

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

50,000+ listings found(add a location or filter to narrow results)

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Newton Grove, NC

Unscored
$1,075234,603 mi

Comparison: 5 similar vehicles

Newton Grove, NC

2012 Nissan Altima S

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

2012 Nissan Altima S

Elizabethtown, NC

Unscored
$1,200167,121 mi

Comparison: 42 similar vehicles

Elizabethtown, NC

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Kannapolis, NC

Unscored
$1,200182,600 mi

Comparison: 29 similar vehicles

Kannapolis, NC

1999 Toyota Corolla CE

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

1999 Toyota Corolla CE

Greenville, NC

Salvage title
$1,200177,299 mi

Greenville, NC

2015 Chevrolet Malibu 1LS

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

2015 Chevrolet Malibu 1LS

Winston-Salem, NC

UnscoredInsufficient · 3
$1,500145,584 mi

Comparison: 3 similar vehicles

Winston-Salem, NC

2014 Chrysler 200 LX

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

2014 Chrysler 200 LX

Wallace, NC

UnscoredInsufficient · 0
$1,500208,825 mi

Wallace, NC

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Winston-Salem, NC

UnscoredInsufficient · 3
$1,500143,309 mi

Comparison: 3 similar vehicles

Winston-Salem, NC

2012 Toyota Sienna XLE

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

2012 Toyota Sienna XLE

Morehead City, NC

UnscoredInsufficient · 3
$1,500158,837 mi

Comparison: 3 similar vehicles

Morehead City, NC

2008 Dodge Caliber SE

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

2008 Dodge Caliber SE

Durham, NC

UnscoredInsufficient · 0
$1,500341,210 mi

Durham, NC

2001 Subaru Outback

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

2001 Subaru Outback

Marion, NC

UnscoredInsufficient · 0
$1,500263,025 mi

Marion, NC

1999 Jeep Grand Cherokee LIMITED

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

1999 Jeep Grand Cherokee LIMITED

Statesville, NC

UnscoredInsufficient · 0
$1,699205,860 mi

Statesville, NC

2011 Nissan Sentra S

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

2011 Nissan Sentra S

Sanford, NC

UnscoredInsufficient · 4
$1,793153,813 mi

Comparison: 4 similar vehicles

Sanford, NC

2013 Nissan Versa Sedan S

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

2013 Nissan Versa Sedan S

Thomasville, NC

UnscoredInsufficient · 3
$1,800114,260 mi

Comparison: 3 similar vehicles

Thomasville, NC

2000 Jaguar S-Type

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

2000 Jaguar S-Type

Durham, NC

UnscoredInsufficient · 0
$1,800225,000 mi

Durham, NC

1999 Toyota Camry LE

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

1999 Toyota Camry LE

Angier, NC

UnscoredInsufficient · 0
$1,800219,900 mi

Angier, NC

2002 Saturn S-Series SL

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

2002 Saturn S-Series SL

Charlotte, NC

UnscoredInsufficient · 0
$1,850281,111 mi

Charlotte, NC

2015 Chevrolet Malibu 1LS

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

2015 Chevrolet Malibu 1LS

Mocksville, NC

Unscored
$1,899173,802 mi

Comparison: 52 similar vehicles

Mocksville, NC

2003 Ford Explorer XLT

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

2003 Ford Explorer XLT

Stanley, NC

UnscoredInsufficient · 0
$1,932197,500 mi

Stanley, NC

2005 Chrysler Town & Country LX

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

2005 Chrysler Town & Country LX

Ayden, NC

UnscoredInsufficient · 0
$1,950262,861 mi

Ayden, NC

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Greenville, NC

Unscored
$1,960210,751 mi

Comparison: 7 similar vehicles

Greenville, NC

2007 Chevrolet Tahoe LT

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

2007 Chevrolet Tahoe LT

Greenville, NC

Unscored
$1,960Mileage not verified

Comparison: 12 similar vehicles

Greenville, NC

2006 Jeep Grand Cherokee Laredo

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

2006 Jeep Grand Cherokee Laredo

Greenville, NC

UnscoredInsufficient · 4
$1,960209,219 mi

Comparison: 4 similar vehicles

Greenville, NC

2005 Kia Spectra LX

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

2005 Kia Spectra LX

Winston-Salem, NC

UnscoredInsufficient · 0
$1,970208,095 mi

Winston-Salem, NC

2005 Scion xB Base

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

2005 Scion xB Base

Zebulon, NC

UnscoredInsufficient · 3
$1,995177,853 mi

Comparison: 3 similar vehicles

Zebulon, NC

2003 Ford Focus ZX3

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

2003 Ford Focus ZX3

Newton, NC

UnscoredInsufficient · 0
$1,995117,352 mi

Newton, NC

1985 Honda

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

1985 Honda

Hickory, NC

UnscoredInsufficient · 0
$1,99531,511 mi

Hickory, NC

2014 Lincoln MKX Base

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

2014 Lincoln MKX Base

Thomasville, NC

Unscored
$1,999405,819 mi

Comparison: 13 similar vehicles

Thomasville, NC

2007 Mitsubishi Endeavor SE

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

2007 Mitsubishi Endeavor SE

Thomasville, NC

UnscoredInsufficient · 0
$1,999215,000 mi

Thomasville, NC

2017 Dodge Grand Caravan SXT

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

2017 Dodge Grand Caravan SXT

Winston-Salem, NC

Unscored
$2,000112,013 mi

Comparison: 6 similar vehicles

Winston-Salem, NC

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Henderson, NC

Unscored
$2,000152,924 mi

Comparison: 24 similar vehicles

Henderson, NC

2015 Ford Escape SE

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

2015 Ford Escape SE

Durham, NC

Unscored
$2,000195,000 mi

Comparison: 10 similar vehicles

Durham, NC

2015 Honda Odyssey LX

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

2015 Honda Odyssey LX

Winston-Salem, NC

UnscoredInsufficient · 3
$2,000165,185 mi

Comparison: 3 similar vehicles

Winston-Salem, NC

2013 Chevrolet Silverado 1500 Work Truck

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

2013 Chevrolet Silverado 1500 Work Truck

Spring Lake, NC

UnscoredInsufficient · 3
$2,000152,396 mi

Comparison: 3 similar vehicles

Spring Lake, NC

2012 Dodge Grand Caravan SXT

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

2012 Dodge Grand Caravan SXT

Indian Trail, NC

UnscoredInsufficient · 3
$2,000213,750 mi

Comparison: 3 similar vehicles

Indian Trail, NC

2011 Toyota Prius IV

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

2011 Toyota Prius IV

Winston-Salem, NC

Unscored
$2,000105,724 mi

Comparison: 6 similar vehicles

Winston-Salem, NC

2009 Nissan Altima S

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

2009 Nissan Altima S

Wilmington, NC

Unscored
$2,000188,216 mi

Comparison: 19 similar vehicles

Wilmington, NC

2007 Chrysler Town & Country Limited

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

2007 Chrysler Town & Country Limited

Stanley, NC

UnscoredInsufficient · 0
$2,000231,150 mi

Stanley, NC

2006 Toyota Corolla CE

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

2006 Toyota Corolla CE

Greenville, NC

Unscored
$2,000203,728 mi

Comparison: 7 similar vehicles

Greenville, NC

2005 Subaru Outback R L.L. Bean

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

2005 Subaru Outback R L.L. Bean

Henderson, NC

UnscoredInsufficient · 0
$2,000240,056 mi

Henderson, NC

2004 Mazda Tribute LX

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

2004 Mazda Tribute LX

Advance, NC

UnscoredInsufficient · 0
$2,000250,065 mi

Advance, NC

2004 Nissan Pathfinder SE

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

2004 Nissan Pathfinder SE

Fayetteville, NC

UnscoredInsufficient · 0
$2,000365,582 mi

Fayetteville, NC

2006 Ford Taurus SEL

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

2006 Ford Taurus SEL

Durham, NC

UnscoredInsufficient · 0
$2,200210,000 mi

Durham, NC

2002 Hyundai Sonata Base

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

2002 Hyundai Sonata Base

Clayton, NC

UnscoredInsufficient · 0
$2,200146,435 mi

Clayton, NC

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Hickory, NC

Unscored
$2,250142,237 mi

Comparison: 40 similar vehicles

Hickory, 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

Winston-Salem, NC

UnscoredInsufficient · 4
$2,250133,024 mi

Comparison: 4 similar vehicles

Winston-Salem, NC

2009 Ford Focus SES

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

2009 Ford Focus SES

Henderson, NC

UnscoredInsufficient · 0
$2,250204,450 mi

Henderson, NC

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Ayden, NC

UnscoredInsufficient · 0
$2,250224,215 mi

Ayden, NC

2006 Saturn ION 3

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

2006 Saturn ION 3

Fayetteville, NC

UnscoredInsufficient · 0
$2,285148,809 mi

Fayetteville, NC

2012 Chevrolet Sonic 2LS

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

2012 Chevrolet Sonic 2LS

Bethel, NC

UnscoredInsufficient · 0
$2,295177,704 mi

Bethel, NC

2011 Ford Focus SE

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

2011 Ford Focus SE

Bethel, NC

UnscoredInsufficient · 0
$2,295205,568 mi

Bethel, 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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