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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

6,357 listings found

2002 Ford Escape XLT Choice

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

2002 Ford Escape XLT Choice

Fayetteville, NC

UnscoredInsufficient · 0
$2,500232,887 mi

Fayetteville, NC

2002 Ford Explorer XLT

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

2002 Ford Explorer XLT

Hope Mills, NC

UnscoredInsufficient · 3
$2,800180,000 mi

Comparison: 3 similar vehicles

Hope Mills, NC

2008 Volvo XC90 3.2

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

2008 Volvo XC90 3.2

Hope Mills, NC

UnscoredLimited · 6
$3,000208,114 mi

Comparison: 6 similar vehicles

Hope Mills, NC

2013 Jeep Compass Sport

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

2013 Jeep Compass Sport

Hope Mills, NC

UnscoredInsufficient · 4
$3,500185,638 mi

Comparison: 4 similar vehicles

Hope Mills, NC

2002 Toyota Sequoia Limited

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

2002 Toyota Sequoia Limited

Hope Mills, NC

UnscoredInsufficient · 0
$3,500347,412 mi

Hope Mills, 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

2014 Ford Expedition King Ranch

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

2014 Ford Expedition King Ranch

Fayetteville, NC

UnscoredInsufficient · 4
$3,950247,252 mi

Comparison: 4 similar vehicles

Fayetteville, 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

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Fayetteville, NC

UnscoredLimited · 12
$4,000203,120 mi

Comparison: 12 similar vehicles

Fayetteville, NC

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Fayetteville, NC

UnscoredModerate · 30
$4,200210,569 mi

Comparison: 30 similar vehicles

Fayetteville, NC

2013 Mazda CX-9 Grand Touring

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

2013 Mazda CX-9 Grand Touring

Mullins, SC

UnscoredLimited · 6
$4,225224,548 mi

Comparison: 6 similar vehicles

Mullins, SC

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

2009 Toyota RAV4 Base

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

2009 Toyota RAV4 Base

Hope Mills, NC

UnscoredLimited · 14
$4,500215,000 mi

Comparison: 14 similar vehicles

Hope Mills, NC

2007 Lexus RX 350

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

2007 Lexus RX 350

Little River, SC

UnscoredLimited · 14
$4,500227,196 mi

Comparison: 14 similar vehicles

Little River, SC

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

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

2005 Suzuki XL-7 LX

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

2005 Suzuki XL-7 LX

Mullins, SC

UnscoredInsufficient · 0
$4,70078,979 mi

Mullins, SC

2004 Ford Escape Limited

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

2004 Ford Escape Limited

Whiteville, NC

UnscoredInsufficient · 0
$4,725279,482 mi

Whiteville, 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

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Fayetteville, NC

UnscoredLimited · 7
$4,950183,049 mi

Comparison: 7 similar vehicles

Fayetteville, NC

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Fayetteville, NC

UnscoredLimited · 17
$4,950161,568 mi

Comparison: 17 similar vehicles

Fayetteville, NC

2011 Buick Enclave CXL-2

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

2011 Buick Enclave CXL-2

Little River, SC

UnscoredInsufficient · 3
$4,962176,925 mi

Comparison: 3 similar vehicles

Little River, SC

No Photo

2007 Lincoln MKX Base

Fayetteville, NC

UnscoredLimited · 5
$4,995244,351 mi

Comparison: 5 similar vehicles

Fayetteville, NC

1999 Chevrolet Tahoe LS

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

1999 Chevrolet Tahoe LS

Laurinburg, NC

UnscoredInsufficient · 0
$4,995158,266 mi

Laurinburg, 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

2010 Honda CR-V EX

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

2010 Honda CR-V EX

Little River, SC

UnscoredLimited · 9
$4,999207,091 mi

Comparison: 9 similar vehicles

Little River, SC

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

2014 Volkswagen Tiguan S

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

2014 Volkswagen Tiguan S

Fayetteville, NC

UnscoredInsufficient · 0
$5,000168,710 mi

Fayetteville, NC

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Fayetteville, NC

UnscoredLimited · 13
$5,285174,538 mi

Comparison: 13 similar vehicles

Fayetteville, NC

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Mullins, SC

UnscoredInsufficient · 3
$5,300159,873 mi

Comparison: 3 similar vehicles

Mullins, SC

2007 Lexus RX 350

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

2007 Lexus RX 350

Mullins, SC

UnscoredLimited · 18
$5,300324,631 mi

Comparison: 18 similar vehicles

Mullins, SC

2007 Honda Pilot LX

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

2007 Honda Pilot LX

Fayetteville, NC

UnscoredInsufficient · 0
$5,499239,964 mi

Fayetteville, 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

2007 Chevrolet Suburban LT

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

2007 Chevrolet Suburban LT

Fayetteville, NC

UnscoredLimited · 16
$5,500197,832 mi

Comparison: 16 similar vehicles

Fayetteville, NC

2015 Subaru Forester i

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

2015 Subaru Forester i

Fayetteville, NC

UnscoredLimited · 8
$5,550151,515 mi

Comparison: 8 similar vehicles

Fayetteville, NC

2014 Buick Encore Convenience

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

2014 Buick Encore Convenience

Mullins, SC

UnscoredLimited · 5
$5,700161,368 mi

Comparison: 5 similar vehicles

Mullins, SC

2013 Kia Sorento EX

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

2013 Kia Sorento EX

Fayetteville, NC

UnscoredLimited · 6
$5,790154,678 mi

Comparison: 6 similar vehicles

Fayetteville, NC

2009 Dodge Journey SXT

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

2009 Dodge Journey SXT

Mullins, SC

UnscoredInsufficient · 3
$5,89972,219 mi

Comparison: 3 similar vehicles

Mullins, SC

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

Fayetteville, NC

UnscoredLimited · 7
$5,900156,190 mi

Comparison: 7 similar vehicles

Fayetteville, NC

2013 Dodge Journey SE

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

2013 Dodge Journey SE

Bladenboro, NC

UnscoredLimited · 5
$5,900131,806 mi

Comparison: 5 similar vehicles

Bladenboro, NC

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Clinton, NC

UnscoredInsufficient · 3
$5,900188,904 mi

Comparison: 3 similar vehicles

Clinton, NC

2013 Jeep Grand Cherokee Laredo

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

2013 Jeep Grand Cherokee Laredo

Fayetteville, NC

UnscoredLimited · 16
$5,950187,748 mi

Comparison: 16 similar vehicles

Fayetteville, 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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