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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 · November 11, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

83 listings found

2014 Nissan Pathfinder S

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

2014 Nissan Pathfinder S

Stokesdale, NC

UnscoredInsufficient · 4
$6,494Mileage not verified

Comparison: 4 similar vehicles

Stokesdale, NC

2011 Honda Pilot Touring

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

2011 Honda Pilot Touring

Stokesdale, NC

Unscored
$7,498187,743 mi

Comparison: 31 similar vehicles

Stokesdale, NC

2010 GMC Yukon Denali

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

2010 GMC Yukon Denali

Stokesdale, NC

UnscoredInsufficient · 3
$7,498216,731 mi

Comparison: 3 similar vehicles

Stokesdale, NC

2008 Chevrolet Impala LS

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

2008 Chevrolet Impala LS

Stokesdale, NC

OverpricedLimited · 10
$9,09877,037 mi

Market: $2,295 – $6,995

Comparison: 10 similar vehicles

Priced ~30% above the typical market range for similar vehicles (based on current market benchmarks)

Stokesdale, NC

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Stokesdale, NC

Unscored
$10,499162,229 mi

Comparison: 31 similar vehicles

Stokesdale, NC

2015 Toyota Sienna XLE

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

2015 Toyota Sienna XLE

Stokesdale, NC

Unscored
$10,999215,999 mi

Comparison: 6 similar vehicles

Stokesdale, NC

2015 Honda Odyssey EX-L

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

2015 Honda Odyssey EX-L

Stokesdale, NC

Unscored
$12,949125,637 mi

Comparison: 11 similar vehicles

Stokesdale, NC

2012 Dodge Challenger R/T Classic

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

2012 Dodge Challenger R/T Classic

Stokesdale, NC

UnscoredInsufficient · 0
$14,444106,777 mi

Stokesdale, NC

2016 Toyota Highlander XLE

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

2016 Toyota Highlander XLE

Stokesdale, NC

Unscored
$15,498176,909 mi

Comparison: 10 similar vehicles

Stokesdale, NC

2019 Chevrolet Blazer RS

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

2019 Chevrolet Blazer RS

Stokesdale, NC

UnscoredInsufficient · 3
$16,444121,652 mi

Comparison: 3 similar vehicles

Stokesdale, NC

2019 Honda Pilot Touring

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

2019 Honda Pilot Touring

Stokesdale, NC

Unscored
$16,949127,913 mi

Comparison: 5 similar vehicles

Stokesdale, NC

2020 Jeep Cherokee Limited

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

2020 Jeep Cherokee Limited

Stokesdale, NC

Unscored
$17,44473,966 mi

Comparison: 8 similar vehicles

Stokesdale, NC

2018 Honda CR-V EX

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

2018 Honda CR-V EX

Stokesdale, NC

Fair PriceRobust · 55
$17,94987,006 mi

Market: $13,996 – $20,594

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Stokesdale, NC

2020 Hyundai Palisade Limited

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

2020 Hyundai Palisade Limited

Stokesdale, NC

Unscored
$18,444122,823 mi

Comparison: 13 similar vehicles

Stokesdale, NC

2019 Honda Odyssey Elite

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

2019 Honda Odyssey Elite

Stokesdale, NC

Unscored
$18,444160,797 mi

Comparison: 9 similar vehicles

Stokesdale, NC

2020 RAM 1500 Classic Tradesman

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

2020 RAM 1500 Classic Tradesman

Stokesdale, NC

UnscoredInsufficient · 4
$21,988120,285 mi

Comparison: 4 similar vehicles

Stokesdale, NC

2007 Dodge Ram 2500 Pickup ST

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

2007 Dodge Ram 2500 Pickup ST

Stokesdale, NC

Unscored
$24,986146,673 mi

Comparison: 5 similar vehicles

Stokesdale, NC

2014 Chevrolet Silverado 2500HD Work Truck

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

2014 Chevrolet Silverado 2500HD Work Truck

Stokesdale, NC

Unscored
$26,977172,527 mi

Comparison: 7 similar vehicles

Stokesdale, NC

2021 Chevrolet Silverado 1500 LT

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

2021 Chevrolet Silverado 1500 LT

Stokesdale, NC

Fair PriceLimited · 11
$27,444100,677 mi

Market: $21,900 – $35,099

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Stokesdale, NC

2020 Jeep Wrangler Unlimited Willys

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

2020 Jeep Wrangler Unlimited Willys

Stokesdale, NC

UnscoredInsufficient · 0
$28,44458,520 mi

Stokesdale, NC

2012 Ford F-550

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

2012 Ford F-550

Stokesdale, NC

UnscoredInsufficient · 0
$28,990131,242 mi

Stokesdale, NC

2007 Dodge Ram 2500 Pickup ST

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

2007 Dodge Ram 2500 Pickup ST

Stokesdale, NC

Unscored
$29,49383,383 mi

Comparison: 5 similar vehicles

Stokesdale, NC

2007 Chevrolet Silverado 2500HD LTZ

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

2007 Chevrolet Silverado 2500HD LTZ

Stokesdale, NC

UnscoredInsufficient · 4
$31,498Mileage not verified

Comparison: 4 similar vehicles

Stokesdale, 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

Stokesdale, NC

Unscored
$31,923149,237 mi

Comparison: 11 similar vehicles

Stokesdale, NC

2010 GMC Sierra 3500 SLT

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

2010 GMC Sierra 3500 SLT

Stokesdale, NC

UnscoredInsufficient · 0
$32,890133,239 mi

Stokesdale, NC

2014 GMC Sierra 3500 Work Truck

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

2014 GMC Sierra 3500 Work Truck

Stokesdale, NC

UnscoredInsufficient · 0
$32,977132,695 mi

Stokesdale, NC

2015 Ford F-350 Super Duty XLT

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

2015 Ford F-350 Super Duty XLT

Stokesdale, NC

Unscored
$34,879148,171 mi

Comparison: 6 similar vehicles

Stokesdale, NC

2019 Ford F-250 Super Duty XL

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

2019 Ford F-250 Super Duty XL

Stokesdale, NC

UnscoredInsufficient · 4
$34,93079,381 mi

Comparison: 4 similar vehicles

Stokesdale, NC

1999 Ford F-350 LARIAT

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

1999 Ford F-350 LARIAT

Stokesdale, NC

UnscoredInsufficient · 0
$34,995151,000 mi

Stokesdale, NC

2007 Chevrolet Silverado Classic 2500HD LT2

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

2007 Chevrolet Silverado Classic 2500HD LT2

Stokesdale, NC

UnscoredInsufficient · 0
$35,876152,535 mi

Stokesdale, NC

2019 Ford F-250 Super Duty XL

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

2019 Ford F-250 Super Duty XL

Stokesdale, NC

UnscoredInsufficient · 4
$35,987110,243 mi

Comparison: 4 similar vehicles

Stokesdale, NC

2007 Dodge Ram 3500 Chassis Cab SLT

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

2007 Dodge Ram 3500 Chassis Cab SLT

Stokesdale, NC

UnscoredInsufficient · 0
$35,99598,250 mi

Stokesdale, NC

2018 Ford F-350 Super Duty Chassis Cab XL

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

2018 Ford F-350 Super Duty Chassis Cab XL

Stokesdale, NC

UnscoredInsufficient · 4
$36,99062,698 mi

Comparison: 4 similar vehicles

Stokesdale, NC

2019 RAM 3500 Pickup Big Horn

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

2019 RAM 3500 Pickup Big Horn

Stokesdale, NC

Unscored
$36,995190,000 mi

Comparison: 15 similar vehicles

Stokesdale, NC

2011 RAM 2500 Pickup ST

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

2011 RAM 2500 Pickup ST

Stokesdale, NC

UnscoredInsufficient · 0
$36,995156,543 mi

Stokesdale, 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

Stokesdale, NC

OverpricedLimited · 11
$38,890145,008 mi

Market: $9,995 – $38,590

Comparison: 11 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Stokesdale, NC

2017 RAM 4500 Chassis Cab Tradesman

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

2017 RAM 4500 Chassis Cab Tradesman

Stokesdale, NC

Unscored
$38,995179,446 mi

Comparison: 6 similar vehicles

Stokesdale, NC

2015 GMC Sierra 3500 SLT

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

2015 GMC Sierra 3500 SLT

Stokesdale, NC

UnscoredInsufficient · 0
$41,995144,544 mi

Stokesdale, NC

2019 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2019 Chevrolet Silverado 3500 Chassis Cab Work Truck

Stokesdale, NC

UnscoredInsufficient · 4
$42,990102,853 mi

Comparison: 4 similar vehicles

Stokesdale, NC

2022 RAM 3500 Pickup Tradesman

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

2022 RAM 3500 Pickup Tradesman

Stokesdale, NC

Unscored
$42,995109,038 mi

Comparison: 12 similar vehicles

Stokesdale, NC

2016 Ford F-550

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

2016 Ford F-550

Stokesdale, NC

UnscoredInsufficient · 0
$43,92980,299 mi

Stokesdale, NC

2018 GMC Sierra 2500 Denali HD

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

2018 GMC Sierra 2500 Denali HD

Stokesdale, NC

UnscoredInsufficient · 3
$44,928150,274 mi

Comparison: 3 similar vehicles

Stokesdale, NC

2019 GMC Sierra 3500HD Base

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

2019 GMC Sierra 3500HD Base

Stokesdale, NC

UnscoredInsufficient · 4
$44,988107,026 mi

Comparison: 4 similar vehicles

Stokesdale, NC

2019 RAM 3500 Chassis Cab Tradesman

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

2019 RAM 3500 Chassis Cab Tradesman

Stokesdale, NC

Unscored
$44,995104,283 mi

Comparison: 6 similar vehicles

Stokesdale, NC

2015 Ford F-350 Super Duty Lariat

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

2015 Ford F-350 Super Duty Lariat

Stokesdale, NC

Unscored
$44,995122,791 mi

Comparison: 11 similar vehicles

Stokesdale, NC

2018 Ford F-250 Super Duty XLT

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

2018 Ford F-250 Super Duty XLT

Stokesdale, NC

OverpricedLimited · 12
$45,977110,754 mi

Market: $29,074 – $35,158

Comparison: 12 similar vehicles

Priced ~31% above the typical market range for similar vehicles (based on current market benchmarks)

Stokesdale, NC

2019 Ford F-350 Super Duty Platinum

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

2019 Ford F-350 Super Duty Platinum

Stokesdale, NC

Unscored
$46,746158,590 mi

Comparison: 25 similar vehicles

Stokesdale, NC

2022 Ford F-250 Super Duty XLT

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

2022 Ford F-250 Super Duty XLT

Stokesdale, NC

OverpricedLimited · 13
$46,995123,594 mi

Market: $41,450 – $46,484

Comparison: 13 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Stokesdale, NC

2017 RAM 3500 Pickup Laramie

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

2017 RAM 3500 Pickup Laramie

Stokesdale, NC

Unscored
$46,995132,159 mi

Comparison: 25 similar vehicles

Stokesdale, NC

2015 GMC Sierra 3500 Denali HD

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

2015 GMC Sierra 3500 Denali HD

Stokesdale, NC

OverpricedLimited · 13
$47,21691,609 mi

Market: $24,995 – $43,978

Comparison: 13 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Stokesdale, NC

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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