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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

10,304 listings found

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 · 8
$1,960209,219 mi

Comparison: 8 similar vehicles

Greenville, 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 · 3
$2,450222,824 mi

Comparison: 3 similar vehicles

Ayden, 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

2001 Toyota Highlander Base

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

2001 Toyota Highlander Base

Bethel, NC

UnscoredLimited · 9
$2,995259,981 mi

Comparison: 9 similar vehicles

Bethel, NC

2011 Subaru Forester X

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

2011 Subaru Forester X

Greenville, NC

UnscoredLimited · 5
$3,000167,937 mi

Comparison: 5 similar vehicles

Greenville, 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

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 · 7
$3,250Mileage not verified

Comparison: 7 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 · 9
$3,294190,231 mi

Comparison: 9 similar vehicles

Snow Hill, NC

2004 GMC Yukon SLE

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

2004 GMC Yukon SLE

Tarboro, NC

UnscoredInsufficient · 0
$3,500284,136 mi

Tarboro, NC

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Smithfield, NC

UnscoredInsufficient · 3
$3,700209,008 mi

Comparison: 3 similar vehicles

Smithfield, 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

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Smithfield, NC

UnscoredLimited · 7
$3,900238,013 mi

Comparison: 7 similar vehicles

Smithfield, NC

2009 Dodge Journey SXT

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

2009 Dodge Journey SXT

Smithfield, NC

Salvage title
$3,900131,543 mi

Smithfield, NC

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Princeton, NC

UnscoredLimited · 6
$3,900183,457 mi

Comparison: 6 similar vehicles

Princeton, 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

2011 Volvo XC60 3.2

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

2011 Volvo XC60 3.2

Ayden, NC

UnscoredInsufficient · 0
$3,950228,257 mi

Ayden, NC

No Photo

2003 GMC Envoy SLE

Newton Grove, NC

UnscoredInsufficient · 0
$3,950162,741 mi

Newton Grove, NC

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Washington, NC

UnscoredInsufficient · 4
$3,992253,973 mi

Comparison: 4 similar vehicles

Washington, NC

2015 INFINITI QX60 Base

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

2015 INFINITI QX60 Base

Greenville, NC

UnscoredModerate · 40
$3,995239,145 mi

Comparison: 40 similar vehicles

Greenville, NC

2005 Acura MDX Touring Package

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

2005 Acura MDX Touring Package

New Bern, NC

UnscoredInsufficient · 0
$3,995228,209 mi

New Bern, NC

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Greenville, NC

UnscoredInsufficient · 0
$3,995183,092 mi

Greenville, NC

2002 Toyota Highlander Limited

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

2002 Toyota Highlander Limited

Greenville, NC

UnscoredInsufficient · 4
$3,995294,186 mi

Comparison: 4 similar vehicles

Greenville, NC

2014 Subaru Forester i

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

2014 Subaru Forester i

New Bern, NC

UnscoredInsufficient · 4
$3,999228,083 mi

Comparison: 4 similar vehicles

New Bern, NC

2004 Nissan Xterra XE

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

2004 Nissan Xterra XE

Selma, NC

UnscoredLimited · 10
$3,999164,376 mi

Comparison: 10 similar vehicles

Selma, 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

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

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

Ayden, NC

UnscoredInsufficient · 0
$4,250Mileage not verified

Ayden, NC

2005 Ford Escape XLS

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

2005 Ford Escape XLS

Ayden, NC

UnscoredInsufficient · 0
$4,250138,845 mi

Ayden, NC

2011 GMC Yukon XL SLT

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

2011 GMC Yukon XL SLT

Snow Hill, NC

UnscoredInsufficient · 0
$4,294281,602 mi

Snow Hill, NC

2010 Nissan Murano SL

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

2010 Nissan Murano SL

Smithfield, NC

UnscoredLimited · 7
$4,400192,844 mi

Comparison: 7 similar vehicles

Smithfield, NC

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Grimesland, NC

UnscoredLimited · 5
$4,426227,576 mi

Comparison: 5 similar vehicles

Grimesland, 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

2011 Mazda CX-7 i Sport

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

2011 Mazda CX-7 i Sport

Selma, NC

UnscoredInsufficient · 0
$4,499134,187 mi

Selma, NC

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Princeton, NC

UnscoredLimited · 6
$4,500169,530 mi

Comparison: 6 similar vehicles

Princeton, 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 · 0
$4,500255,330 mi

Mount Olive, NC

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Smithfield, NC

UnscoredLimited · 6
$4,500219,810 mi

Comparison: 6 similar vehicles

Smithfield, NC

2006 Chevrolet TrailBlazer LT

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

2006 Chevrolet TrailBlazer LT

Smithfield, NC

UnscoredInsufficient · 3
$4,500197,276 mi

Comparison: 3 similar vehicles

Smithfield, NC

2004 Chevrolet Tahoe LS

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

2004 Chevrolet Tahoe LS

Greenville, NC

UnscoredInsufficient · 3
$4,500353,742 mi

Comparison: 3 similar vehicles

Greenville, NC

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Smithfield, NC

UnscoredLimited · 9
$4,700Mileage not verified

Comparison: 9 similar vehicles

Smithfield, NC

2013 Volvo XC90 3.2

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

2013 Volvo XC90 3.2

Rocky Mount, NC

UnscoredLimited · 5
$4,700173,380 mi

Comparison: 5 similar vehicles

Rocky Mount, NC

2012 Mazda CX-7 i Sport

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

2012 Mazda CX-7 i Sport

Smithfield, NC

UnscoredInsufficient · 0
$4,700152,278 mi

Smithfield, NC

2012 GMC Terrain SLE-1

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

2012 GMC Terrain SLE-1

Elm City, NC

UnscoredInsufficient · 3
$4,900187,449 mi

Comparison: 3 similar vehicles

Elm City, 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

UnscoredLimited · 5
$4,900216,285 mi

Comparison: 5 similar vehicles

Sneads Ferry, NC

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Smithfield, NC

UnscoredInsufficient · 0
$4,900219,937 mi

Smithfield, 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

2010 Jeep Patriot Latitude

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

2010 Jeep Patriot Latitude

Ayden, NC

UnscoredInsufficient · 0
$4,950153,575 mi

Ayden, 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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