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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

7,668 listings found

2006 Jeep Grand Cherokee Limited

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

2006 Jeep Grand Cherokee Limited

Hampstead, NC

UnscoredInsufficient · 0
$2,800207,538 mi

Hampstead, NC

2010 Ford Explorer Eddie Bauer

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

2010 Ford Explorer Eddie Bauer

Wilmington, NC

UnscoredInsufficient · 0
$3,450217,011 mi

Wilmington, NC

2005 Nissan Pathfinder SE

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

2005 Nissan Pathfinder SE

Rocky Point, NC

UnscoredInsufficient · 0
$3,799245,871 mi

Rocky Point, NC

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Swansboro, NC

UnscoredLimited · 11
$3,800222,111 mi

Comparison: 11 similar vehicles

Swansboro, NC

2008 Hyundai Santa Fe Limited

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

2008 Hyundai Santa Fe Limited

Delco, NC

UnscoredInsufficient · 3
$3,800189,049 mi

Comparison: 3 similar vehicles

Delco, NC

2005 Toyota RAV4 Base

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

2005 Toyota RAV4 Base

Cedar Point, NC

UnscoredInsufficient · 3
$3,949232,090 mi

Comparison: 3 similar vehicles

Cedar Point, NC

2008 Acura MDX Technology Package

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

2008 Acura MDX Technology Package

Roseboro, NC

UnscoredLimited · 6
$3,950166,688 mi

Comparison: 6 similar vehicles

Roseboro, NC

2008 Honda Pilot VALUE PACKAGE

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

2008 Honda Pilot VALUE PACKAGE

Roseboro, NC

UnscoredLimited · 5
$3,950209,225 mi

Comparison: 5 similar vehicles

Roseboro, NC

2007 Ford Escape XLS

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

2007 Ford Escape XLS

Roseboro, NC

UnscoredInsufficient · 0
$3,950136,017 mi

Roseboro, NC

No Photo

2003 GMC Envoy SLE

Newton Grove, NC

UnscoredInsufficient · 0
$3,950162,741 mi

Newton Grove, NC

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Wilmington, NC

UnscoredInsufficient · 0
$3,990244,754 mi

Wilmington, NC

2011 Subaru Forester X

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

2011 Subaru Forester X

Wilmington, NC

UnscoredLimited · 5
$3,993204,244 mi

Comparison: 5 similar vehicles

Wilmington, 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

Wilmington, NC

UnscoredInsufficient · 0
$3,995195,464 mi

Wilmington, NC

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Rocky Point, NC

UnscoredRobust · 70
$3,999141,398 mi

Comparison: 70 similar vehicles

Rocky Point, NC

2005 Hyundai Santa Fe GLS

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

2005 Hyundai Santa Fe GLS

Goldsboro, NC

UnscoredInsufficient · 0
$4,000185,721 mi

Goldsboro, NC

2005 Honda CR-V EX

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

2005 Honda CR-V EX

Rocky Point, NC

UnscoredLimited · 5
$4,099206,192 mi

Comparison: 5 similar vehicles

Rocky Point, NC

2008 Saturn Outlook XR

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

2008 Saturn Outlook XR

Kinston, NC

UnscoredInsufficient · 0
$4,180146,859 mi

Kinston, NC

2005 Lexus RX 330

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

2005 Lexus RX 330

Roseboro, NC

UnscoredLimited · 13
$4,350194,318 mi

Comparison: 13 similar vehicles

Roseboro, NC

2003 Acura MDX Touring Package

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

2003 Acura MDX Touring Package

Roseboro, NC

UnscoredInsufficient · 0
$4,450168,217 mi

Roseboro, NC

2005 Ford Explorer XLS

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

2005 Ford Explorer XLS

Clinton, NC

UnscoredInsufficient · 0
$4,490118,526 mi

Clinton, NC

2010 Acura MDX Base

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

2010 Acura MDX Base

Mount Olive, NC

UnscoredInsufficient · 4
$4,500255,330 mi

Comparison: 4 similar vehicles

Mount Olive, NC

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Roseboro, NC

UnscoredModerate · 40
$4,550185,801 mi

Comparison: 40 similar vehicles

Roseboro, NC

2008 Honda Pilot EX

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

2008 Honda Pilot EX

Roseboro, NC

UnscoredModerate · 29
$4,650200,584 mi

Comparison: 29 similar vehicles

Roseboro, NC

2015 Ford Explorer Sport

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

2015 Ford Explorer Sport

Rocky Point, NC

UnscoredLimited · 10
$4,699153,205 mi

Comparison: 10 similar vehicles

Rocky Point, NC

2017 FIAT 500X Trekking

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

2017 FIAT 500X Trekking

Burgaw, NC

UnscoredInsufficient · 0
$4,700155,861 mi

Burgaw, NC

2013 BMW X3 xDrive28i

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

2013 BMW X3 xDrive28i

Roseboro, NC

UnscoredModerate · 20
$4,850148,996 mi

Comparison: 20 similar vehicles

Roseboro, NC

2011 Jeep Wrangler Unlimited Sport

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

2011 Jeep Wrangler Unlimited Sport

Clinton, NC

UnscoredLimited · 11
$4,900208,544 mi

Comparison: 11 similar vehicles

Clinton, NC

2009 Saturn Outlook XE

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

2009 Saturn Outlook XE

Clinton, NC

UnscoredInsufficient · 0
$4,900174,794 mi

Clinton, NC

2009 Subaru Forester 2.5X Limited

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

2009 Subaru Forester 2.5X Limited

Sneads Ferry, NC

UnscoredInsufficient · 4
$4,900216,285 mi

Comparison: 4 similar vehicles

Sneads Ferry, NC

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Sneads Ferry, NC

UnscoredLimited · 8
$4,925142,180 mi

Comparison: 8 similar vehicles

Sneads Ferry, NC

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Mount Olive, NC

UnscoredInsufficient · 3
$4,950170,365 mi

Comparison: 3 similar vehicles

Mount Olive, NC

2009 Lincoln MKX Base

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

2009 Lincoln MKX Base

Mount Olive, NC

UnscoredInsufficient · 0
$4,950250,432 mi

Mount Olive, NC

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Goldsboro, NC

UnscoredInsufficient · 4
$4,989234,514 mi

Comparison: 4 similar vehicles

Goldsboro, NC

1999 Jeep Cherokee SPORT

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

1999 Jeep Cherokee SPORT

Wilmington, NC

UnscoredInsufficient · 0
$4,995284,598 mi

Wilmington, NC

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

Sneads Ferry, NC

UnscoredLimited · 6
$4,998210,985 mi

Comparison: 6 similar vehicles

Sneads Ferry, NC

2012 Ford Expedition XLT

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

2012 Ford Expedition XLT

Delco, NC

UnscoredLimited · 13
$4,999183,638 mi

Comparison: 13 similar vehicles

Delco, NC

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Dunn, NC

UnscoredLimited · 12
$4,999216,406 mi

Comparison: 12 similar vehicles

Dunn, NC

2006 Honda CR-V EX

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

2006 Honda CR-V EX

Wilmington, NC

UnscoredLimited · 17
$5,000187,933 mi

Comparison: 17 similar vehicles

Wilmington, NC

2003 GMC Yukon Denali

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

2003 GMC Yukon Denali

Goldsboro, NC

UnscoredInsufficient · 0
$5,000325,815 mi

Goldsboro, NC

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Rocky Point, NC

UnscoredLimited · 18
$5,099164,406 mi

Comparison: 18 similar vehicles

Rocky Point, NC

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Goldsboro, NC

UnscoredLimited · 19
$5,199177,919 mi

Comparison: 19 similar vehicles

Goldsboro, NC

2010 Buick Enclave CXL-2

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

2010 Buick Enclave CXL-2

Swansboro, NC

UnscoredInsufficient · 0
$5,495168,500 mi

Swansboro, NC

2007 Toyota Highlander Base

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

2007 Toyota Highlander Base

Sneads Ferry, NC

UnscoredInsufficient · 0
$5,495242,093 mi

Sneads Ferry, NC

2002 GMC Yukon XL SLE

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

2002 GMC Yukon XL SLE

Sneads Ferry, NC

UnscoredInsufficient · 0
$5,495264,841 mi

Sneads Ferry, NC

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Rocky Point, NC

UnscoredModerate · 24
$5,499136,087 mi

Comparison: 24 similar vehicles

Rocky Point, NC

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Burgaw, NC

UnscoredRobust · 69
$5,500148,241 mi

Comparison: 69 similar vehicles

Burgaw, NC

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Delco, NC

UnscoredLimited · 15
$5,500144,581 mi

Comparison: 15 similar vehicles

Delco, NC

2012 Nissan Pathfinder LE

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

2012 Nissan Pathfinder LE

Wilmington, NC

UnscoredInsufficient · 0
$5,500156,000 mi

Wilmington, NC

2010 Chevrolet Suburban LT

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

2010 Chevrolet Suburban LT

Swansboro, NC

UnscoredInsufficient · 0
$5,500220,056 mi

Swansboro, NC

2006 Acura MDX Touring Package

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

2006 Acura MDX Touring Package

Goldsboro, NC

UnscoredInsufficient · 0
$5,500262,087 mi

Goldsboro, 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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