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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 12, 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

897 listings found

2008 Mercury Milan Base

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

2008 Mercury Milan Base

Pryor, OK

UnscoredInsufficient · 0
$3,149259,277 mi

Pryor, OK

2005 Chevrolet Silverado 1500 Base

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

2005 Chevrolet Silverado 1500 Base

Pryor, OK

UnscoredInsufficient · 0
$3,537151,151 mi

Pryor, OK

2001 Chevrolet Venture Plus

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

2001 Chevrolet Venture Plus

Pryor, OK

UnscoredInsufficient · 0
$3,551156,575 mi

Pryor, OK

2009 Lincoln MKZ Base

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

2009 Lincoln MKZ Base

Pryor, OK

UnscoredInsufficient · 0
$3,700323,165 mi

Pryor, OK

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

Pryor, OK

UnscoredInsufficient · 0
$3,999234,653 mi

Pryor, OK

2006 Kia Optima LX

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

2006 Kia Optima LX

Pryor, OK

UnscoredInsufficient · 0
$4,500140,600 mi

Pryor, OK

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Pryor, OK

UnscoredInsufficient · 3
$4,999185,566 mi

Comparison: 3 similar vehicles

Pryor, OK

2015 Chevrolet Malibu 1LS

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

2015 Chevrolet Malibu 1LS

Pryor, OK

Unscored
$4,999173,567 mi

Comparison: 7 similar vehicles

Pryor, OK

2006 Chevrolet Silverado 1500 LS

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

2006 Chevrolet Silverado 1500 LS

Pryor, OK

UnscoredInsufficient · 0
$4,999276,739 mi

Pryor, OK

2015 Nissan Altima S

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

2015 Nissan Altima S

Pryor, OK

Unscored
$5,995165,149 mi

Comparison: 30 similar vehicles

Pryor, OK

2009 Honda CR-V EX

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

2009 Honda CR-V EX

Pryor, OK

UnscoredInsufficient · 4
$5,999177,235 mi

Comparison: 4 similar vehicles

Pryor, OK

2014 Chevrolet Suburban LT

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

2014 Chevrolet Suburban LT

Pryor, OK

UnscoredInsufficient · 3
$6,999198,132 mi

Comparison: 3 similar vehicles

Pryor, OK

2004 Ford Econoline

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

2004 Ford Econoline

Pryor, OK

UnscoredInsufficient · 0
$6,999202,415 mi

Pryor, OK

2002 Ford F-150 Lariat

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

2002 Ford F-150 Lariat

Pryor, OK

UnscoredInsufficient · 0
$6,999164,754 mi

Pryor, OK

2003 Lincoln Town Car Cartier

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

2003 Lincoln Town Car Cartier

Pryor, OK

UnscoredInsufficient · 0
$7,648290,767 mi

Pryor, OK

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

Pryor, OK

Unscored
$7,999167,427 mi

Comparison: 30 similar vehicles

Pryor, OK

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

Pryor, OK

UnscoredInsufficient · 3
$7,999151,987 mi

Comparison: 3 similar vehicles

Pryor, OK

2013 Chevrolet Silverado 1500 Work Truck

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

2013 Chevrolet Silverado 1500 Work Truck

Pryor, OK

Unscored
$7,999191,378 mi

Comparison: 5 similar vehicles

Pryor, OK

2011 Ford F-350 Super Duty Chassis Cab XL

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

2011 Ford F-350 Super Duty Chassis Cab XL

Pryor, OK

UnscoredInsufficient · 3
$7,999213,261 mi

Comparison: 3 similar vehicles

Pryor, OK

2007 GMC W4500

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

2007 GMC W4500

Pryor, OK

UnscoredInsufficient · 0
$7,999158,285 mi

Pryor, OK

2004 Toyota Sequoia SR5

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

2004 Toyota Sequoia SR5

Pryor, OK

UnscoredInsufficient · 3
$7,999227,183 mi

Comparison: 3 similar vehicles

Pryor, OK

2014 Ford Escape SE

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

2014 Ford Escape SE

Pryor, OK

Unscored
$8,100151,635 mi

Comparison: 34 similar vehicles

Pryor, OK

2007 Chrysler 300 Touring

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

2007 Chrysler 300 Touring

Pryor, OK

UnscoredInsufficient · 0
$8,119203,907 mi

Pryor, OK

2017 Honda Civic Touring

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

2017 Honda Civic Touring

Pryor, OK

UnscoredInsufficient · 0
$8,999173,053 mi

Pryor, OK

2016 Ford Explorer Limited

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

2016 Ford Explorer Limited

Pryor, OK

Unscored
$8,999135,948 mi

Comparison: 25 similar vehicles

Pryor, OK

2016 Honda Pilot EX

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

2016 Honda Pilot EX

Pryor, OK

Unscored
$8,999207,946 mi

Comparison: 18 similar vehicles

Pryor, OK

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

Pryor, OK

UnscoredInsufficient · 4
$8,999158,707 mi

Comparison: 4 similar vehicles

Pryor, OK

2013 GMC Yukon SLT

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

2013 GMC Yukon SLT

Pryor, OK

UnscoredInsufficient · 0
$8,999184,360 mi

Pryor, OK

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

Pryor, OK

UnscoredInsufficient · 4
$8,999168,240 mi

Comparison: 4 similar vehicles

Pryor, OK

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Pryor, OK

Unscored
$9,149246,843 mi

Comparison: 5 similar vehicles

Pryor, OK

1997 Chevrolet Tahoe LS

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

1997 Chevrolet Tahoe LS

Pryor, OK

UnscoredInsufficient · 0
$9,507206,778 mi

Pryor, OK

2015 Ford Expedition XLT

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

2015 Ford Expedition XLT

Pryor, OK

Unscored
$9,537161,333 mi

Comparison: 9 similar vehicles

Pryor, OK

2014 Ford E-Series Econoline Van Commercial

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

2014 Ford E-Series Econoline Van Commercial

Pryor, OK

UnscoredInsufficient · 3
$9,999135,126 mi

Comparison: 3 similar vehicles

Pryor, OK

2014 Chevrolet Silverado 1500 Work Truck 2WT

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

2014 Chevrolet Silverado 1500 Work Truck 2WT

Pryor, OK

Unscored
$9,999191,871 mi

Comparison: 23 similar vehicles

Pryor, OK

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

Pryor, OK

Unscored
$9,999167,324 mi

Comparison: 6 similar vehicles

Pryor, OK

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Pryor, OK

Unscored
$9,999226,733 mi

Comparison: 6 similar vehicles

Pryor, OK

2020 Nissan Kicks S

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

2020 Nissan Kicks S

Pryor, OK

Unscored
$10,619122,359 mi

Comparison: 6 similar vehicles

Pryor, OK

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

Pryor, OK

UnscoredInsufficient · 3
$10,698110,013 mi

Comparison: 3 similar vehicles

Pryor, OK

2016 Nissan NV Cargo SV

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

2016 Nissan NV Cargo SV

Pryor, OK

UnscoredInsufficient · 0
$10,999159,999 mi

Pryor, OK

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Pryor, OK

Unscored
$11,35085,779 mi

Comparison: 6 similar vehicles

Pryor, OK

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Pryor, OK

Fair PriceModerate · 32
$11,61990,283 mi

Market: $4,300 – $16,995

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Pryor, OK

2018 Audi Q7 Prestige

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

2018 Audi Q7 Prestige

Pryor, OK

UnscoredInsufficient · 4
$12,143150,652 mi

Comparison: 4 similar vehicles

Pryor, OK

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Pryor, OK

Fair PriceLimited · 11
$12,977108,401 mi

Market: $11,046 – $16,990

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Pryor, OK

2012 RAM 1500 Pickup Laramie

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

2012 RAM 1500 Pickup Laramie

Pryor, OK

UnscoredInsufficient · 0
$12,995154,500 mi

Pryor, OK

2015 Honda Civic LX

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

2015 Honda Civic LX

Pryor, OK

Fair PriceModerate · 47
$13,05499,390 mi

Market: $8,190 – $15,988

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Pryor, OK

2020 Chevrolet Tahoe LS

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

2020 Chevrolet Tahoe LS

Pryor, OK

Unscored
$13,999167,087 mi

Comparison: 15 similar vehicles

Pryor, OK

2020 Nissan NV Cargo SV

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

2020 Nissan NV Cargo SV

Pryor, OK

UnscoredInsufficient · 3
$13,999180,001 mi

Comparison: 3 similar vehicles

Pryor, OK

2018 Toyota Camry XLE

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

2018 Toyota Camry XLE

Pryor, OK

Unscored
$13,999137,718 mi

Comparison: 7 similar vehicles

Pryor, OK

2019 Nissan Kicks SR

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

2019 Nissan Kicks SR

Pryor, OK

Fair PriceLimited · 14
$14,03385,971 mi

Market: $13,990 – $14,156

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Pryor, OK

2015 Jeep Grand Cherokee Overland

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

2015 Jeep Grand Cherokee Overland

Pryor, OK

Fair PriceLimited · 12
$14,31399,204 mi

Market: $9,999 – $18,824

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Pryor, OK

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 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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