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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

4,062 listings found

2008 Ford F-150 XL

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

2008 Ford F-150 XL

Greenville, NC

UnscoredLimited · 10
$3,900278,859 mi

Comparison: 10 similar vehicles

Greenville, NC

2007 Chevrolet Colorado LS

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

2007 Chevrolet Colorado LS

Kinston, NC

UnscoredInsufficient · 0
$4,950201,185 mi

Kinston, NC

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

Greenville, NC

UnscoredLimited · 12
$5,000207,221 mi

Comparison: 12 similar vehicles

Greenville, NC

2004 Chevrolet Colorado Z71

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

2004 Chevrolet Colorado Z71

Ayden, NC

UnscoredInsufficient · 0
$5,450256,856 mi

Ayden, NC

1999 Ford Ranger XLT

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

1999 Ford Ranger XLT

Grimesland, NC

UnscoredInsufficient · 0
$5,456199,129 mi

Grimesland, NC

2008 Chevrolet Avalanche LTZ

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

2008 Chevrolet Avalanche LTZ

Grimesland, NC

UnscoredInsufficient · 0
$5,462270,769 mi

Grimesland, NC

2011 RAM 1500 Pickup SLT

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

2011 RAM 1500 Pickup SLT

Robersonville, NC

UnscoredLimited · 11
$5,750139,545 mi

Comparison: 11 similar vehicles

Robersonville, NC

1999 Ford F-150 LARIAT

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

1999 Ford F-150 LARIAT

Kinston, NC

UnscoredInsufficient · 4
$5,888223,085 mi

Comparison: 4 similar vehicles

Kinston, NC

2001 Ford F-350 Super Duty XL

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

2001 Ford F-350 Super Duty XL

Rocky Mount, NC

Salvage title
$5,995Mileage not verified

Rocky Mount, NC

2013 Ford F-150 STX

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

2013 Ford F-150 STX

Goldsboro, NC

UnscoredModerate · 21
$6,000165,719 mi

Comparison: 21 similar vehicles

Goldsboro, NC

2012 Ford F-350 Super Duty XLT

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

2012 Ford F-350 Super Duty XLT

Kenly, NC

UnscoredInsufficient · 3
$6,200221,000 mi

Comparison: 3 similar vehicles

Kenly, NC

2002 Dodge Ram 1500 Pickup ST

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

2002 Dodge Ram 1500 Pickup ST

Ayden, NC

UnscoredInsufficient · 4
$6,450225,827 mi

Comparison: 4 similar vehicles

Ayden, NC

2006 Dodge Dakota SLT

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

2006 Dodge Dakota SLT

Kinston, NC

UnscoredLimited · 14
$6,500128,729 mi

Comparison: 14 similar vehicles

Kinston, NC

2004 Ford F-150 XL

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

2004 Ford F-150 XL

Elm City, NC

UnscoredInsufficient · 0
$6,700188,068 mi

Elm City, NC

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Princeton, NC

UnscoredInsufficient · 4
$6,800166,563 mi

Comparison: 4 similar vehicles

Princeton, NC

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Mount Olive, NC

UnscoredModerate · 49
$6,988248,644 mi

Comparison: 49 similar vehicles

Mount Olive, NC

2013 Ford F-150 XL

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

2013 Ford F-150 XL

New Bern, NC

UnscoredModerate · 20
$6,995229,456 mi

Comparison: 20 similar vehicles

New Bern, NC

2008 Ford F-150 XL

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

2008 Ford F-150 XL

New Bern, NC

UnscoredLimited · 10
$6,995136,097 mi

Comparison: 10 similar vehicles

New Bern, NC

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Greenville, NC

UnscoredModerate · 26
$6,999200,410 mi

Comparison: 26 similar vehicles

Greenville, NC

2007 Ford Explorer Sport Trac XLT

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

2007 Ford Explorer Sport Trac XLT

Selma, NC

UnscoredLimited · 5
$6,999124,147 mi

Comparison: 5 similar vehicles

Selma, NC

2008 GMC Sierra 1500 Work Truck

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

2008 GMC Sierra 1500 Work Truck

Goldsboro, NC

UnscoredLimited · 8
$7,000180,159 mi

Comparison: 8 similar vehicles

Goldsboro, NC

2008 Chevrolet Silverado 1500 1LT

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

2008 Chevrolet Silverado 1500 1LT

Rocky Mount, NC

UnscoredLimited · 18
$7,500177,377 mi

Comparison: 18 similar vehicles

Rocky Mount, NC

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Rocky Mount, NC

UnscoredInsufficient · 4
$7,500175,097 mi

Comparison: 4 similar vehicles

Rocky Mount, NC

2007 Ford Explorer Sport Trac XLT

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

2007 Ford Explorer Sport Trac XLT

Rocky Mount, NC

UnscoredLimited · 7
$7,500113,896 mi

Comparison: 7 similar vehicles

Rocky Mount, NC

2008 Ford F-150 FX4

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

2008 Ford F-150 FX4

New Bern, NC

UnscoredLimited · 6
$7,595261,517 mi

Comparison: 6 similar vehicles

New Bern, NC

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Greenville, NC

UnscoredLimited · 5
$7,894174,000 mi

Comparison: 5 similar vehicles

Greenville, NC

2015 GMC Sierra 1500 1SA

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

2015 GMC Sierra 1500 1SA

Princeton, NC

UnscoredLimited · 14
$7,900142,581 mi

Comparison: 14 similar vehicles

Princeton, NC

2005 Ford F-150 STX

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

2005 Ford F-150 STX

Ayden, NC

UnscoredInsufficient · 0
$7,950101,338 mi

Ayden, NC

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Goldsboro, NC

UnscoredModerate · 31
$7,995220,530 mi

Comparison: 31 similar vehicles

Goldsboro, NC

2010 Nissan Frontier SE

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

2010 Nissan Frontier SE

Rocky Mount, NC

UnscoredLimited · 5
$7,995214,404 mi

Comparison: 5 similar vehicles

Rocky Mount, NC

2007 Ford F-150 FX4

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

2007 Ford F-150 FX4

Kenly, NC

UnscoredInsufficient · 0
$7,995151,445 mi

Kenly, NC

2007 Honda Ridgeline RTL

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

2007 Honda Ridgeline RTL

Bailey, NC

UnscoredInsufficient · 4
$8,000176,233 mi

Comparison: 4 similar vehicles

Bailey, NC

2004 GMC Sierra 2500HD SLE

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

2004 GMC Sierra 2500HD SLE

Plymouth, NC

UnscoredInsufficient · 3
$8,000167,860 mi

Comparison: 3 similar vehicles

Plymouth, NC

1999 Ford F-350 Super Duty XL

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

1999 Ford F-350 Super Duty XL

Elm City, NC

UnscoredInsufficient · 0
$8,000299,583 mi

Elm City, NC

2006 Ford F-150 FX4

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

2006 Ford F-150 FX4

Sims, NC

UnscoredInsufficient · 0
$8,500222,145 mi

Sims, NC

2011 Chevrolet Silverado 1500 LTZ

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

2011 Chevrolet Silverado 1500 LTZ

Elm City, NC

UnscoredLimited · 11
$8,900243,746 mi

Comparison: 11 similar vehicles

Elm City, NC

2007 GMC Sierra Classic 1500 SL2

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

2007 GMC Sierra Classic 1500 SL2

Rocky Mount, NC

UnscoredInsufficient · 0
$8,900143,139 mi

Rocky Mount, NC

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Greenville, NC

UnscoredLimited · 13
$8,995221,418 mi

Comparison: 13 similar vehicles

Greenville, NC

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Wilson, NC

UnscoredModerate · 29
$8,995205,597 mi

Comparison: 29 similar vehicles

Wilson, NC

2008 Chevrolet Silverado 1500 1LT

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

2008 Chevrolet Silverado 1500 1LT

New Bern, NC

UnscoredLimited · 7
$8,995272,216 mi

Comparison: 7 similar vehicles

New Bern, NC

2006 Ford F-150 Harley-Davidson

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

2006 Ford F-150 Harley-Davidson

New Bern, NC

UnscoredInsufficient · 0
$8,995217,575 mi

New Bern, NC

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

Rocky Mount, NC

UnscoredLimited · 8
$8,99589,002 mi

Comparison: 8 similar vehicles

Rocky Mount, NC

2004 GMC Sierra 1500 SLE

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

2004 GMC Sierra 1500 SLE

Washington, NC

UnscoredInsufficient · 3
$8,995172,793 mi

Comparison: 3 similar vehicles

Washington, NC

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Wilson, NC

UnscoredModerate · 27
$9,200213,767 mi

Comparison: 27 similar vehicles

Wilson, NC

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Washington, NC

UnscoredModerate · 24
$9,499241,949 mi

Comparison: 24 similar vehicles

Washington, NC

2019 Chevrolet Silverado 1500 LD Work Truck 1WT

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

2019 Chevrolet Silverado 1500 LD Work Truck 1WT

Smithfield, NC

UnscoredModerate · 27
$9,700208,424 mi

Comparison: 27 similar vehicles

Smithfield, NC

2013 RAM 1500 Pickup Tradesman

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

2013 RAM 1500 Pickup Tradesman

Wilson, NC

UnscoredLimited · 12
$9,700157,209 mi

Comparison: 12 similar vehicles

Wilson, NC

2013 Nissan Frontier SV

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

2013 Nissan Frontier SV

Rocky Mount, NC

UnscoredLimited · 10
$9,872167,104 mi

Comparison: 10 similar vehicles

Rocky Mount, NC

2011 Ford F-150 STX

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

2011 Ford F-150 STX

Smithfield, NC

UnscoredInsufficient · 0
$9,900175,118 mi

Smithfield, NC

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Greenville, NC

UnscoredLimited · 18
$9,995229,181 mi

Comparison: 18 similar vehicles

Greenville, 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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