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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 · October 25, 2026

6M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

39,754 listings found

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Washington, NC

UnscoredModerate · 23
$1,295201,209 mi

Comparison: 23 similar vehicles

Washington, 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

UnscoredLimited · 5
$1,960209,219 mi

Comparison: 5 similar vehicles

Greenville, NC

2006 Kia Spectra EX

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

2006 Kia Spectra EX

Greenville, NC

UnscoredInsufficient · 3
$1,96098,860 mi

Comparison: 3 similar vehicles

Greenville, NC

2014 Mitsubishi Lancer ES

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

2014 Mitsubishi Lancer ES

Garner, NC

Salvage title
$2,200171,678 mi

Garner, NC

2007 Mitsubishi Eclipse GS

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

2007 Mitsubishi Eclipse GS

Garner, NC

UnscoredInsufficient · 0
$2,200162,009 mi

Garner, 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

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Bethel, NC

UnscoredLimited · 6
$2,295295,291 mi

Comparison: 6 similar vehicles

Bethel, NC

2005 Acura RL Base

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

2005 Acura RL Base

Bethel, NC

UnscoredInsufficient · 3
$2,295283,574 mi

Comparison: 3 similar vehicles

Bethel, NC

2007 Ford Econoline Van Commercial

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

2007 Ford Econoline Van Commercial

Garner, NC

UnscoredLimited · 5
$2,395308,865 mi

Comparison: 5 similar vehicles

Garner, NC

2006 Volvo XC90 2.5T

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

2006 Volvo XC90 2.5T

Ayden, NC

UnscoredInsufficient · 0
$2,450222,824 mi

Ayden, NC

2002 Buick Regal LS

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

2002 Buick Regal LS

Ayden, NC

UnscoredInsufficient · 0
$2,450151,790 mi

Ayden, NC

No Photo

2004 Ford F-150 XLT

Rocky Mount, NC

UnscoredLimited · 10
$2,489224,931 mi

Comparison: 10 similar vehicles

Rocky Mount, NC

2007 Subaru Outback

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

2007 Subaru Outback

Raleigh, NC

UnscoredInsufficient · 0
$2,499197,605 mi

Raleigh, NC

2017 Jeep Compass Sport

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

2017 Jeep Compass Sport

Raleigh, NC

UnscoredLimited · 17
$2,500104,175 mi

Comparison: 17 similar vehicles

Raleigh, NC

2010 Jeep Commander Sport

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

2010 Jeep Commander Sport

Greenville, NC

UnscoredInsufficient · 0
$2,500267,000 mi

Greenville, NC

2004 Cadillac SRX Base

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

2004 Cadillac SRX Base

Tarboro, NC

UnscoredInsufficient · 0
$2,500162,899 mi

Tarboro, NC

2000 Mercedes-Benz E-Class E430 Sedan

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

2000 Mercedes-Benz E-Class E430 Sedan

Grimesland, NC

UnscoredInsufficient · 0
$2,600239,526 mi

Grimesland, 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
$2,799146,435 mi

Clayton, NC

1996 Honda Odyssey LX

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

1996 Honda Odyssey LX

Raleigh, NC

UnscoredInsufficient · 0
$2,799168,192 mi

Raleigh, NC

2014 Kia Forte EX

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

2014 Kia Forte EX

Garner, NC

UnscoredLimited · 8
$2,800180,004 mi

Comparison: 8 similar vehicles

Garner, NC

2002 Ford Explorer XLT

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

2002 Ford Explorer XLT

Garner, NC

UnscoredInsufficient · 3
$2,800180,000 mi

Comparison: 3 similar vehicles

Garner, NC

2004 GMC Yukon XL SLE

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

2004 GMC Yukon XL SLE

Wendell, NC

UnscoredInsufficient · 0
$2,850349,287 mi

Wendell, NC

2015 Ford Focus SE

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

2015 Ford Focus SE

Kenly, NC

UnscoredModerate · 33
$2,900197,000 mi

Comparison: 33 similar vehicles

Kenly, NC

2012 Kia Soul Base

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

2012 Kia Soul Base

Kenly, NC

UnscoredLimited · 11
$2,900264,506 mi

Comparison: 11 similar vehicles

Kenly, NC

2011 GMC Acadia SLT1

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

2011 GMC Acadia SLT1

Garner, NC

UnscoredLimited · 17
$2,900149,934 mi

Comparison: 17 similar vehicles

Garner, NC

2007 Chrysler Pacifica Base

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

2007 Chrysler Pacifica Base

Bethel, NC

UnscoredInsufficient · 0
$2,900193,869 mi

Bethel, NC

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Raleigh, NC

UnscoredModerate · 23
$2,930200,000 mi

Comparison: 23 similar vehicles

Raleigh, NC

2010 Dodge Grand Caravan SE

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

2010 Dodge Grand Caravan SE

Garner, NC

UnscoredLimited · 8
$2,950263,303 mi

Comparison: 8 similar vehicles

Garner, NC

2009 Kia Sedona EX

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

2009 Kia Sedona EX

Ayden, NC

UnscoredInsufficient · 0
$2,950239,301 mi

Ayden, NC

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Raleigh, NC

UnscoredLimited · 15
$2,950191,310 mi

Comparison: 15 similar vehicles

Raleigh, NC

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Mount Olive, NC

UnscoredRobust · 57
$2,975272,341 mi

Comparison: 57 similar vehicles

Mount Olive, NC

2014 Hyundai Santa Fe Sport

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

2014 Hyundai Santa Fe Sport

Raleigh, NC

UnscoredLimited · 14
$2,988273,617 mi

Comparison: 14 similar vehicles

Raleigh, NC

No Photo

2007 Hyundai Sonata SE

Rocky Mount, NC

UnscoredInsufficient · 0
$2,989206,618 mi

Rocky Mount, NC

No Photo

1999 Mercury Grand Marquis LS

Rocky Mount, NC

UnscoredInsufficient · 0
$2,989234,270 mi

Rocky Mount, NC

2012 Kia Rio LX

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

2012 Kia Rio LX

Raleigh, NC

UnscoredInsufficient · 0
$2,995175,535 mi

Raleigh, 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
$2,995205,568 mi

Bethel, NC

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Raleigh, NC

UnscoredInsufficient · 4
$2,995219,945 mi

Comparison: 4 similar vehicles

Raleigh, NC

2007 Nissan Sentra 2.0

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

2007 Nissan Sentra 2.0

Wilson, NC

UnscoredInsufficient · 0
$2,995156,552 mi

Wilson, NC

2006 Honda Accord 3.0 EX

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

2006 Honda Accord 3.0 EX

Washington, NC

UnscoredLimited · 11
$2,995218,395 mi

Comparison: 11 similar vehicles

Washington, NC

2008 Volvo S60 2.5T

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

2008 Volvo S60 2.5T

Raleigh, NC

UnscoredInsufficient · 0
$2,998137,257 mi

Raleigh, NC

2016 Kia Soul Base

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

2016 Kia Soul Base

Wendell, NC

UnscoredLimited · 6
$2,999248,477 mi

Comparison: 6 similar vehicles

Wendell, NC

2002 Toyota Camry Solara SLE

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

2002 Toyota Camry Solara SLE

Smithfield, NC

UnscoredInsufficient · 0
$3,000197,715 mi

Smithfield, NC

2013 Chevrolet Sonic LT

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

2013 Chevrolet Sonic LT

Raleigh, NC

UnscoredLimited · 9
$3,199198,254 mi

Comparison: 9 similar vehicles

Raleigh, NC

2010 Chevrolet Traverse 2LT

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

2010 Chevrolet Traverse 2LT

Smithfield, NC

UnscoredInsufficient · 0
$3,199Mileage not verified

Smithfield, NC

2013 Dodge Charger SE

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

2013 Dodge Charger SE

Bethel, NC

UnscoredLimited · 9
$3,200308,752 mi

Comparison: 9 similar vehicles

Bethel, NC

2009 Kia Borrego LX

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

2009 Kia Borrego LX

Garner, NC

UnscoredInsufficient · 0
$3,200232,580 mi

Garner, NC

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Angier, NC

UnscoredModerate · 28
$3,200207,952 mi

Comparison: 28 similar vehicles

Angier, NC

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Ayden, NC

UnscoredLimited · 6
$3,250Mileage not verified

Comparison: 6 similar vehicles

Ayden, NC

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Snow Hill, NC

UnscoredLimited · 10
$3,294190,231 mi

Comparison: 10 similar vehicles

Snow Hill, NC

2002 Toyota Camry XLE

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

2002 Toyota Camry XLE

Angier, NC

UnscoredInsufficient · 0
$3,400195,900 mi

Angier, 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 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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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