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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

2,688 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 · 9
$3,900278,859 mi

Comparison: 9 similar vehicles

Greenville, NC

2004 Chevrolet Silverado 1500 Z71

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

2004 Chevrolet Silverado 1500 Z71

Ahoskie, NC

UnscoredInsufficient · 3
$4,394283,136 mi

Comparison: 3 similar vehicles

Ahoskie, 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

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 · 9
$5,750139,545 mi

Comparison: 9 similar vehicles

Robersonville, 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

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 · 28
$6,999200,410 mi

Comparison: 28 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

Rocky Mount, NC

UnscoredLimited · 7
$7,500113,896 mi

Comparison: 7 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

Greenville, NC

UnscoredLimited · 5
$7,894174,000 mi

Comparison: 5 similar vehicles

Greenville, 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

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

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

2005 Chevrolet Colorado Z85

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

2005 Chevrolet Colorado Z85

Franklin, VA

UnscoredInsufficient · 0
$8,998228,716 mi

Franklin, VA

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 · 25
$9,499241,949 mi

Comparison: 25 similar vehicles

Washington, 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

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 · 19
$9,995229,181 mi

Comparison: 19 similar vehicles

Greenville, NC

2010 Ford F-150 Harley-Davidson

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

2010 Ford F-150 Harley-Davidson

Greenville, NC

UnscoredInsufficient · 0
$9,995208,801 mi

Greenville, NC

2006 Dodge Ram 1500 Pickup ST

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

2006 Dodge Ram 1500 Pickup ST

Greenville, NC

UnscoredInsufficient · 0
$9,995239,217 mi

Greenville, NC

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Greenville, NC

UnscoredRobust · 79
$9,999171,106 mi

Comparison: 79 similar vehicles

Greenville, NC

2011 GMC Sierra 1500 SLE

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

2011 GMC Sierra 1500 SLE

Ahoskie, NC

UnscoredLimited · 16
$10,394210,408 mi

Comparison: 16 similar vehicles

Ahoskie, NC

2007 Chevrolet Silverado 1500 Work Truck

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

2007 Chevrolet Silverado 1500 Work Truck

Ahoskie, NC

UnscoredLimited · 9
$10,394221,403 mi

Comparison: 9 similar vehicles

Ahoskie, NC

2016 RAM 1500 Pickup Big Horn

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

2016 RAM 1500 Pickup Big Horn

Winterville, NC

UnscoredRobust · 83
$10,995182,966 mi

Comparison: 83 similar vehicles

Winterville, NC

2015 Chevrolet Silverado 1500 Work Truck 1WT

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

2015 Chevrolet Silverado 1500 Work Truck 1WT

Greenville, NC

UnscoredModerate · 24
$10,995183,611 mi

Comparison: 24 similar vehicles

Greenville, NC

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

Elizabeth City, NC

UnscoredInsufficient · 3
$10,995219,068 mi

Comparison: 3 similar vehicles

Elizabeth City, NC

2011 Ford F-150 XL

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

2011 Ford F-150 XL

Greenville, NC

UnscoredLimited · 13
$10,995247,449 mi

Comparison: 13 similar vehicles

Greenville, NC

2009 Nissan Frontier SE

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

2009 Nissan Frontier SE

Greenville, NC

UnscoredInsufficient · 0
$10,995173,742 mi

Greenville, NC

2008 Chevrolet Avalanche LS

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

2008 Chevrolet Avalanche LS

Greenville, NC

UnscoredInsufficient · 0
$10,995181,281 mi

Greenville, NC

2007 Honda Ridgeline RTL

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

2007 Honda Ridgeline RTL

Greenville, NC

UnscoredModerate · 22
$10,995189,301 mi

Comparison: 22 similar vehicles

Greenville, NC

2006 Chevrolet Silverado 1500 LT1

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

2006 Chevrolet Silverado 1500 LT1

Greenville, NC

UnscoredInsufficient · 0
$10,995216,843 mi

Greenville, NC

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Elizabeth City, NC

UnscoredModerate · 35
$11,717290,482 mi

Comparison: 35 similar vehicles

Elizabeth City, NC

2014 RAM 1500 Pickup Express

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

2014 RAM 1500 Pickup Express

Greenville, NC

UnscoredRobust · 76
$11,995183,365 mi

Comparison: 76 similar vehicles

Greenville, NC

2013 RAM 1500 Pickup Express

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

2013 RAM 1500 Pickup Express

Plymouth, NC

UnscoredModerate · 24
$11,995142,935 mi

Comparison: 24 similar vehicles

Plymouth, NC

2009 Chevrolet Silverado 1500 1LT

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

2009 Chevrolet Silverado 1500 1LT

Greenville, NC

UnscoredModerate · 49
$11,995172,435 mi

Comparison: 49 similar vehicles

Greenville, NC

2016 Ford F-250 Super Duty XLT

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

2016 Ford F-250 Super Duty XLT

Grimesland, NC

UnscoredLimited · 13
$12,151242,202 mi

Comparison: 13 similar vehicles

Grimesland, NC

2013 GMC Sierra 1500 SLE

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

2013 GMC Sierra 1500 SLE

Greenville, NC

UnscoredLimited · 6
$12,199216,601 mi

Comparison: 6 similar vehicles

Greenville, 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

Greenville, NC

UnscoredModerate · 25
$12,199190,701 mi

Comparison: 25 similar vehicles

Greenville, NC

2016 Chevrolet Colorado LT

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

2016 Chevrolet Colorado LT

Tarboro, NC

UnscoredInsufficient · 4
$12,343185,291 mi

Comparison: 4 similar vehicles

Tarboro, NC

2011 Chevrolet Silverado 1500 Work Truck

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

2011 Chevrolet Silverado 1500 Work Truck

Williamston, NC

UnscoredInsufficient · 3
$12,369104,512 mi

Comparison: 3 similar vehicles

Williamston, NC

2020 Chevrolet Silverado 1500 Work Truck

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

2020 Chevrolet Silverado 1500 Work Truck

Elizabeth City, NC

UnscoredRobust · 87
$12,389176,069 mi

Comparison: 87 similar vehicles

Elizabeth City, NC

2018 RAM 1500 Pickup Express

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

2018 RAM 1500 Pickup Express

Farmville, NC

UnscoredLimited · 9
$12,390131,103 mi

Comparison: 9 similar vehicles

Farmville, NC

2011 Toyota Tacoma Base

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

2011 Toyota Tacoma Base

Ahoskie, NC

UnscoredModerate · 23
$12,394207,688 mi

Comparison: 23 similar vehicles

Ahoskie, NC

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Elizabeth City, NC

Fair PriceRobust · 58
$12,543119,669 mi

Market: $8,691 – $23,998

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Elizabeth City, NC

2003 Ford F-250 Super Duty Lariat

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

2003 Ford F-250 Super Duty Lariat

Washington, NC

UnscoredInsufficient · 0
$12,999165,471 mi

Washington, NC

2015 Chevrolet Colorado LT

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

2015 Chevrolet Colorado LT

Rocky Mount, NC

Fair PriceLimited · 11
$13,200111,710 mi

Market: $11,000 – $23,000

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Rocky Mount, NC

2009 Ford F-250 Super Duty XL

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

2009 Ford F-250 Super Duty XL

Rocky Mount, NC

UnscoredInsufficient · 0
$13,272104,665 mi

Rocky Mount, NC

2015 RAM 1500 Pickup Big Horn/Lone Star

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

2015 RAM 1500 Pickup Big Horn/Lone Star

Grimesland, NC

UnscoredRobust · 78
$13,387207,570 mi

Comparison: 78 similar vehicles

Grimesland, NC

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

Rocky Mount, NC

UnscoredLimited · 7
$13,400193,998 mi

Comparison: 7 similar vehicles

Rocky Mount, NC

2017 RAM 1500 Pickup Big Horn

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

2017 RAM 1500 Pickup Big Horn

Tarboro, NC

UnscoredLimited · 5
$13,500169,518 mi

Comparison: 5 similar vehicles

Tarboro, NC

2011 Nissan Frontier SL

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

2011 Nissan Frontier SL

Winterville, NC

UnscoredLimited · 12
$13,591134,041 mi

Comparison: 12 similar vehicles

Winterville, 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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