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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

1,065 listings found

2005 Chevrolet Silverado 1500 LS

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

2005 Chevrolet Silverado 1500 LS

Williston, ND

UnscoredInsufficient · 0
$3,799280,649 mi

Williston, ND

2015 Ford Escape SE

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

2015 Ford Escape SE

Williston, ND

UnscoredInsufficient · 0
$6,495143,837 mi

Williston, ND

2012 Subaru Impreza 2.0I Sport Premium

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

2012 Subaru Impreza 2.0I Sport Premium

Williston, ND

UnscoredInsufficient · 0
$6,777188,400 mi

Williston, ND

2008 Ford Mustang Premium

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

2008 Ford Mustang Premium

Williston, ND

UnscoredInsufficient · 0
$7,69990,254 mi

Williston, ND

2013 Lincoln MKX Base

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

2013 Lincoln MKX Base

Williston, ND

UnscoredInsufficient · 0
$7,995138,570 mi

Williston, ND

2013 Kia Optima SX

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

2013 Kia Optima SX

Williston, ND

UnscoredInsufficient · 0
$7,995156,865 mi

Williston, ND

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Williston, ND

UnscoredInsufficient · 0
$7,995121,253 mi

Williston, ND

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Williston, ND

UnscoredInsufficient · 0
$8,139125,242 mi

Williston, ND

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

Williston, ND

UnscoredInsufficient · 0
$8,289161,567 mi

Williston, ND

2012 Chevrolet Tahoe LT

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

2012 Chevrolet Tahoe LT

Williston, ND

UnscoredInsufficient · 0
$8,645183,894 mi

Williston, ND

2012 GMC Sierra 1500 SLE

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

2012 GMC Sierra 1500 SLE

Williston, ND

Unscored
$9,995184,187 mi

Comparison: 7 similar vehicles

Williston, ND

2015 Honda CR-V EX-L

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

2015 Honda CR-V EX-L

Williston, ND

Unscored
$11,299168,732 mi

Comparison: 5 similar vehicles

Williston, ND

2016 Honda Pilot Touring

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

2016 Honda Pilot Touring

Williston, ND

UnscoredInsufficient · 4
$12,135190,640 mi

Comparison: 4 similar vehicles

Williston, ND

2015 Chevrolet Silverado 1500 High Country

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

2015 Chevrolet Silverado 1500 High Country

Williston, ND

UnscoredInsufficient · 0
$12,777224,621 mi

Williston, ND

2024 Mitsubishi Mirage ES

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

2024 Mitsubishi Mirage ES

Williston, ND

UnscoredInsufficient · 0
$13,28751,612 mi

Williston, ND

2013 Chevrolet Suburban LTZ

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

2013 Chevrolet Suburban LTZ

Williston, ND

UnscoredInsufficient · 0
$13,599152,776 mi

Williston, ND

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Williston, ND

UnscoredInsufficient · 0
$13,77784,410 mi

Williston, ND

2019 Jeep Renegade Altitude Package

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

2019 Jeep Renegade Altitude Package

Williston, ND

UnscoredInsufficient · 0
$14,00066,296 mi

Williston, ND

2018 Subaru Outback Limited

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

2018 Subaru Outback Limited

Williston, ND

UnscoredInsufficient · 0
$14,007139,755 mi

Williston, ND

2019 Kia Sorento S

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

2019 Kia Sorento S

Williston, ND

Unscored
$14,094103,032 mi

Comparison: 7 similar vehicles

Williston, ND

2021 Volkswagen Atlas SE w/Tech

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

2021 Volkswagen Atlas SE w/Tech

Williston, ND

UnscoredInsufficient · 0
$14,495133,800 mi

Williston, ND

2020 Ford Explorer Utility Police Interceptor

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

2020 Ford Explorer Utility Police Interceptor

Williston, ND

UnscoredInsufficient · 0
$14,674104,297 mi

Williston, ND

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Williston, ND

UnscoredInsufficient · 4
$14,739104,258 mi

Comparison: 4 similar vehicles

Williston, ND

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Williston, ND

Unscored
$14,854141,168 mi

Comparison: 16 similar vehicles

Williston, ND

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Williston, ND

Unscored
$15,094117,017 mi

Comparison: 6 similar vehicles

Williston, ND

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Williston, ND

UnscoredInsufficient · 4
$15,394160,449 mi

Comparison: 4 similar vehicles

Williston, ND

2017 Dodge Durango GT

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

2017 Dodge Durango GT

Williston, ND

UnscoredInsufficient · 0
$15,99592,538 mi

Williston, ND

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

Williston, ND

Unscored
$15,995113,414 mi

Comparison: 8 similar vehicles

Williston, ND

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Williston, ND

UnscoredInsufficient · 4
$16,094150,782 mi

Comparison: 4 similar vehicles

Williston, ND

2020 Buick Encore Preferred

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

2020 Buick Encore Preferred

Williston, ND

UnscoredInsufficient · 0
$16,19845,891 mi

Williston, ND

2020 Honda Civic Hatchback LX

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

2020 Honda Civic Hatchback LX

Williston, ND

Unscored
$16,799100,029 mi

Comparison: 7 similar vehicles

Williston, ND

2014 RAM ProMaster Cargo Van Base

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

2014 RAM ProMaster Cargo Van Base

Williston, ND

UnscoredInsufficient · 0
$16,995118,901 mi

Williston, ND

2007 Ford Econoline

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

2007 Ford Econoline

Williston, ND

UnscoredInsufficient · 0
$16,99542,937 mi

Williston, ND

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Williston, ND

UnscoredInsufficient · 4
$17,294132,972 mi

Comparison: 4 similar vehicles

Williston, ND

2023 Hyundai Venue SEL

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

2023 Hyundai Venue SEL

Williston, ND

UnscoredInsufficient · 0
$17,29932,713 mi

Williston, ND

2010 Ford F-250 Super Duty Lariat

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

2010 Ford F-250 Super Duty Lariat

Williston, ND

UnscoredInsufficient · 0
$18,194127,425 mi

Williston, ND

2018 Ford Taurus Limited

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

2018 Ford Taurus Limited

Williston, ND

UnscoredInsufficient · 0
$18,28985,307 mi

Williston, ND

2018 Honda CR-V EX-L

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

2018 Honda CR-V EX-L

Williston, ND

Unscored
$18,289118,311 mi

Comparison: 5 similar vehicles

Williston, ND

2024 Mitsubishi Outlander Sport SE

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

2024 Mitsubishi Outlander Sport SE

Williston, ND

UnscoredInsufficient · 0
$19,00853,037 mi

Williston, ND

2020 Ford Explorer Limited

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

2020 Ford Explorer Limited

Williston, ND

UnscoredInsufficient · 0
$19,027120,602 mi

Williston, ND

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Williston, ND

Unscored
$19,05344,731 mi

Comparison: 5 similar vehicles

Williston, ND

2024 Mitsubishi Outlander Sport ES

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

2024 Mitsubishi Outlander Sport ES

Williston, ND

UnscoredInsufficient · 0
$19,09443,986 mi

Williston, ND

2024 Mitsubishi Outlander Sport SE

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

2024 Mitsubishi Outlander Sport SE

Williston, ND

UnscoredInsufficient · 0
$19,17741,509 mi

Williston, ND

2023 Jeep Renegade Upland

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

2023 Jeep Renegade Upland

Williston, ND

UnscoredInsufficient · 0
$19,19454,641 mi

Williston, ND

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Williston, ND

UnscoredInsufficient · 0
$19,28950,796 mi

Williston, ND

2022 Ford Escape SE

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

2022 Ford Escape SE

Williston, ND

UnscoredInsufficient · 4
$19,29926,515 mi

Comparison: 4 similar vehicles

Williston, ND

2022 Jeep Compass Trailhawk

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

2022 Jeep Compass Trailhawk

Williston, ND

UnscoredInsufficient · 0
$19,388100,810 mi

Williston, ND

2024 Ford Escape Active

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

2024 Ford Escape Active

Williston, ND

UnscoredInsufficient · 0
$19,79936,507 mi

Williston, ND

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Williston, ND

UnscoredInsufficient · 4
$19,80435,637 mi

Comparison: 4 similar vehicles

Williston, ND

2017 RAM 1500 Pickup Laramie Limited

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

2017 RAM 1500 Pickup Laramie Limited

Williston, ND

Unscored
$19,995163,656 mi

Comparison: 5 similar vehicles

Williston, ND

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.
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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