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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 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

2,871 listings found

2006 GMC Canyon SLE

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

2006 GMC Canyon SLE

Danville, VA

UnscoredInsufficient · 0
$5,950232,466 mi

Danville, VA

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Burlington, NC

UnscoredRobust · 73
$5,995412,179 mi

Comparison: 73 similar vehicles

Burlington, NC

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

Appomattox, VA

UnscoredLimited · 11
$5,995221,600 mi

Comparison: 11 similar vehicles

Appomattox, VA

2002 Ford Ranger XL

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

2002 Ford Ranger XL

Henderson, NC

UnscoredInsufficient · 0
$6,495149,249 mi

Henderson, NC

2001 Chevrolet Silverado LS

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

2001 Chevrolet Silverado LS

Danville, VA

UnscoredLimited · 5
$6,500178,107 mi

Comparison: 5 similar vehicles

Danville, VA

2005 Nissan Titan XE

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

2005 Nissan Titan XE

Roxboro, NC

UnscoredInsufficient · 0
$6,789309,128 mi

Roxboro, NC

2005 Subaru Baja Turbo

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

2005 Subaru Baja Turbo

Durham, NC

UnscoredInsufficient · 0
$6,990211,000 mi

Durham, NC

1999 Ford Ranger XL

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

1999 Ford Ranger XL

Oxford, NC

UnscoredInsufficient · 0
$6,995141,746 mi

Oxford, NC

2002 Dodge Ram 2500 Pickup ST

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

2002 Dodge Ram 2500 Pickup ST

Mebane, NC

UnscoredInsufficient · 0
$6,998207,281 mi

Mebane, 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

Eden, NC

UnscoredRobust · 85
$6,999123,638 mi

Comparison: 85 similar vehicles

Eden, NC

2007 Ford Ranger STX

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

2007 Ford Ranger STX

Mebane, NC

UnscoredInsufficient · 0
$7,496180,172 mi

Mebane, 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

Creedmoor, NC

UnscoredLimited · 16
$7,500211,000 mi

Comparison: 16 similar vehicles

Creedmoor, NC

2006 Dodge Dakota SLT

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

2006 Dodge Dakota SLT

Mebane, NC

UnscoredLimited · 16
$7,500187,712 mi

Comparison: 16 similar vehicles

Mebane, NC

2006 Nissan Frontier SE

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

2006 Nissan Frontier SE

Roxboro, NC

UnscoredInsufficient · 0
$7,950146,994 mi

Roxboro, NC

2002 Ford F-150 King Ranch

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

2002 Ford F-150 King Ranch

Roxboro, NC

UnscoredInsufficient · 0
$7,950161,930 mi

Roxboro, NC

2006 Ford F-350 Super Duty Chassis Cab XLT

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

2006 Ford F-350 Super Duty Chassis Cab XLT

Mebane, NC

UnscoredInsufficient · 0
$7,990183,900 mi

Mebane, 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

Nathalie, VA

UnscoredInsufficient · 4
$7,995162,346 mi

Comparison: 4 similar vehicles

Nathalie, VA

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

Lunenburg, VA

UnscoredLimited · 7
$7,995126,025 mi

Comparison: 7 similar vehicles

Lunenburg, VA

2005 Cadillac Escalade EXT Base

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

2005 Cadillac Escalade EXT Base

Concord, VA

UnscoredLimited · 5
$7,995196,931 mi

Comparison: 5 similar vehicles

Concord, VA

2003 Dodge Ram 1500 Pickup SLT

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

2003 Dodge Ram 1500 Pickup SLT

Burlington, NC

UnscoredLimited · 8
$7,995197,619 mi

Comparison: 8 similar vehicles

Burlington, NC

1999 GMC Sonoma SLS

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

1999 GMC Sonoma SLS

Durham, NC

UnscoredInsufficient · 0
$7,995109,564 mi

Durham, NC

2006 GMC Sierra 1500 Work Truck

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

2006 GMC Sierra 1500 Work Truck

Altavista, VA

UnscoredInsufficient · 0
$8,495218,949 mi

Altavista, VA

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Haw River, NC

UnscoredLimited · 6
$8,900206,631 mi

Comparison: 6 similar vehicles

Haw River, 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

Eden, NC

UnscoredModerate · 34
$8,900213,150 mi

Comparison: 34 similar vehicles

Eden, 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

Danville, VA

UnscoredInsufficient · 3
$8,950Mileage not verified

Comparison: 3 similar vehicles

Danville, VA

2007 Chevrolet Avalanche LS

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

2007 Chevrolet Avalanche LS

Roxboro, NC

UnscoredInsufficient · 0
$8,950227,765 mi

Roxboro, NC

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Durham, NC

Salvage title
$8,990184,925 mi

Durham, NC

2003 Dodge Ram 1500 Pickup ST

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

2003 Dodge Ram 1500 Pickup ST

Efland, NC

UnscoredLimited · 6
$8,990109,482 mi

Comparison: 6 similar vehicles

Efland, NC

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Burlington, NC

UnscoredLimited · 14
$8,995337,545 mi

Comparison: 14 similar vehicles

Burlington, NC

No Photo

2011 Ford F-150 Platinum

Danville, VA

UnscoredInsufficient · 0
$8,995183,021 mi

Danville, VA

2004 Chevrolet Silverado 1500 Work Truck

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

2004 Chevrolet Silverado 1500 Work Truck

Danville, VA

UnscoredInsufficient · 0
$8,995151,878 mi

Danville, VA

2013 Toyota Tacoma PreRunner

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

2013 Toyota Tacoma PreRunner

Burlington, NC

UnscoredModerate · 36
$8,999205,432 mi

Comparison: 36 similar vehicles

Burlington, NC

2010 Chevrolet Silverado 1500 Work Truck

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

2010 Chevrolet Silverado 1500 Work Truck

Durham, NC

UnscoredInsufficient · 3
$9,000166,252 mi

Comparison: 3 similar vehicles

Durham, NC

2008 Toyota Tacoma Base

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

2008 Toyota Tacoma Base

Mebane, NC

UnscoredLimited · 9
$9,300256,440 mi

Comparison: 9 similar vehicles

Mebane, NC

No Photo

2007 Ford F-150 Lariat

Henderson, NC

UnscoredLimited · 11
$9,445227,151 mi

Comparison: 11 similar vehicles

Henderson, 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

Henderson, NC

UnscoredInsufficient · 4
$9,500152,704 mi

Comparison: 4 similar vehicles

Henderson, 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

Blairs, VA

UnscoredModerate · 49
$9,500187,645 mi

Comparison: 49 similar vehicles

Blairs, VA

2011 Chevrolet Silverado 1500 LT

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

2011 Chevrolet Silverado 1500 LT

Burlington, NC

UnscoredRobust · 61
$9,500308,701 mi

Comparison: 61 similar vehicles

Burlington, NC

2016 Chevrolet Silverado 1500 Work Truck 1WT

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

2016 Chevrolet Silverado 1500 Work Truck 1WT

Burlington, NC

UnscoredModerate · 21
$9,800217,332 mi

Comparison: 21 similar vehicles

Burlington, NC

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Durham, NC

Salvage title
$9,900153,368 mi

Durham, NC

2011 Ford F-350 Super Duty XL

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

2011 Ford F-350 Super Duty XL

Danville, VA

UnscoredLimited · 11
$9,950238,990 mi

Comparison: 11 similar vehicles

Danville, VA

2010 Nissan Titan SE

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

2010 Nissan Titan SE

Roxboro, NC

UnscoredInsufficient · 3
$9,950141,268 mi

Comparison: 3 similar vehicles

Roxboro, NC

2016 RAM 1500 Pickup Express

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

2016 RAM 1500 Pickup Express

Durham, NC

Salvage title
$9,990160,438 mi

Durham, NC

2018 GMC Sierra 1500 Base

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

2018 GMC Sierra 1500 Base

Henderson, NC

UnscoredLimited · 11
$9,995159,315 mi

Comparison: 11 similar vehicles

Henderson, NC

2018 RAM 3500 Pickup Tradesman

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

2018 RAM 3500 Pickup Tradesman

Appomattox, VA

UnscoredLimited · 9
$9,995256,991 mi

Comparison: 9 similar vehicles

Appomattox, VA

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

Concord, VA

UnscoredRobust · 128
$9,995253,330 mi

Comparison: 128 similar vehicles

Concord, VA

2013 Ford F-150 Limited

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

2013 Ford F-150 Limited

Lynchburg, VA

UnscoredLimited · 7
$9,995134,123 mi

Comparison: 7 similar vehicles

Lynchburg, VA

No Photo

2004 Ford F-150 FX4

Lynchburg, VA

UnscoredLimited · 7
$9,995199,619 mi

Comparison: 7 similar vehicles

Lynchburg, VA

2003 Ford F-250 Super Duty XLT

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

2003 Ford F-250 Super Duty XLT

Danville, VA

UnscoredInsufficient · 0
$9,995182,500 mi

Danville, VA

2015 Ford F-250 Super Duty XLT

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

2015 Ford F-250 Super Duty XLT

Martinsville, VA

UnscoredModerate · 29
$9,999215,606 mi

Comparison: 29 similar vehicles

Martinsville, VA

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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