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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 3, 2026

6.8M+

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

507 listings found

2004 Mercury Mountaineer Premier

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

2004 Mercury Mountaineer Premier

Scottsbluff, NE

UnscoredInsufficient · 0
$3,200214,000 mi

Scottsbluff, NE

2010 Ford Edge SE

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

2010 Ford Edge SE

Scottsbluff, NE

UnscoredInsufficient · 0
$3,600198,000 mi

Scottsbluff, NE

2011 Mitsubishi Outlander Sport SE

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

2011 Mitsubishi Outlander Sport SE

Scottsbluff, NE

UnscoredInsufficient · 0
$4,600200,000 mi

Scottsbluff, NE

2013 Dodge Dart SE

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

2013 Dodge Dart SE

Scottsbluff, NE

UnscoredInsufficient · 0
$4,995107,500 mi

Scottsbluff, NE

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Scottsbluff, NE

UnscoredInsufficient · 0
$4,995159,000 mi

Scottsbluff, NE

2014 Ford Explorer Base

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

2014 Ford Explorer Base

Scottsbluff, NE

Unscored
$5,000190,590 mi

Comparison: 8 similar vehicles

Scottsbluff, NE

2013 Hyundai Elantra GT Base

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

2013 Hyundai Elantra GT Base

Scottsbluff, NE

Unscored
$5,995152,436 mi

Comparison: 7 similar vehicles

Scottsbluff, NE

2002 Jeep Liberty Sport

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

2002 Jeep Liberty Sport

Scottsbluff, NE

UnscoredInsufficient · 0
$5,995130,900 mi

Scottsbluff, NE

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Scottsbluff, NE

Unscored
$6,80092,097 mi

Comparison: 7 similar vehicles

Scottsbluff, NE

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Scottsbluff, NE

UnscoredInsufficient · 3
$7,900182,492 mi

Comparison: 3 similar vehicles

Scottsbluff, NE

2019 Dodge Journey Crossroad

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

2019 Dodge Journey Crossroad

Scottsbluff, NE

UnscoredInsufficient · 0
$7,975124,000 mi

Scottsbluff, NE

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Scottsbluff, NE

Unscored
$7,995219,848 mi

Comparison: 8 similar vehicles

Scottsbluff, NE

2016 Kia Forte Koup EX

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

2016 Kia Forte Koup EX

Scottsbluff, NE

UnscoredInsufficient · 0
$7,99984,516 mi

Scottsbluff, NE

2013 Kia Rio LX

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

2013 Kia Rio LX

Scottsbluff, NE

UnscoredInsufficient · 0
$7,999108,968 mi

Scottsbluff, NE

2011 Mazda MAZDA3 s Sport

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

2011 Mazda MAZDA3 s Sport

Scottsbluff, NE

UnscoredInsufficient · 4
$7,999114,045 mi

Comparison: 4 similar vehicles

Scottsbluff, NE

2016 Chevrolet Tahoe LT

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

2016 Chevrolet Tahoe LT

Scottsbluff, NE

Unscored
$8,000188,300 mi

Comparison: 22 similar vehicles

Scottsbluff, NE

2016 Chevrolet Traverse 2LT

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

2016 Chevrolet Traverse 2LT

Scottsbluff, NE

UnscoredInsufficient · 0
$8,744167,820 mi

Scottsbluff, NE

2013 Subaru Outback Limited

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

2013 Subaru Outback Limited

Scottsbluff, NE

Unscored
$8,900142,350 mi

Comparison: 9 similar vehicles

Scottsbluff, NE

2015 Chevrolet Colorado Work Truck

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

2015 Chevrolet Colorado Work Truck

Scottsbluff, NE

UnscoredInsufficient · 0
$8,995174,298 mi

Scottsbluff, NE

2012 Honda Crosstour EX-L V6

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

2012 Honda Crosstour EX-L V6

Scottsbluff, NE

UnscoredInsufficient · 0
$8,999175,148 mi

Scottsbluff, NE

2011 Acura RDX Technology Package

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

2011 Acura RDX Technology Package

Scottsbluff, NE

UnscoredInsufficient · 0
$8,999133,834 mi

Scottsbluff, NE

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Scottsbluff, NE

Unscored
$9,149107,179 mi

Comparison: 6 similar vehicles

Scottsbluff, NE

2018 Chevrolet Express Cargo Work Van

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

2018 Chevrolet Express Cargo Work Van

Scottsbluff, NE

UnscoredInsufficient · 0
$9,300218,849 mi

Scottsbluff, NE

2000 Lexus LX 470

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

2000 Lexus LX 470

Scottsbluff, NE

UnscoredInsufficient · 0
$9,400369,813 mi

Scottsbluff, NE

2003 BMW Z4 2.5

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

2003 BMW Z4 2.5

Scottsbluff, NE

UnscoredInsufficient · 0
$9,50081,331 mi

Scottsbluff, NE

1998 Chevrolet K2500 CHEYENNE

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

1998 Chevrolet K2500 CHEYENNE

Scottsbluff, NE

UnscoredInsufficient · 0
$9,900177,116 mi

Scottsbluff, NE

1997 Toyota Rav4

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

1997 Toyota Rav4

Scottsbluff, NE

UnscoredInsufficient · 0
$9,900113,135 mi

Scottsbluff, NE

2017 Ford Escape SE

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

2017 Ford Escape SE

Scottsbluff, NE

Fair PriceRobust · 77
$9,995107,727 mi

Market: $6,500 – $16,479

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Scottsbluff, NE

2012 RAM 1500 Pickup Express

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

2012 RAM 1500 Pickup Express

Scottsbluff, NE

UnscoredInsufficient · 3
$9,995189,982 mi

Comparison: 3 similar vehicles

Scottsbluff, NE

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Scottsbluff, NE

Unscored
$9,995295,536 mi

Comparison: 7 similar vehicles

Scottsbluff, NE

2010 Nissan Frontier XE

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

2010 Nissan Frontier XE

Scottsbluff, NE

UnscoredInsufficient · 0
$9,999144,477 mi

Scottsbluff, NE

2017 Chevrolet Cruze LS

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

2017 Chevrolet Cruze LS

Scottsbluff, NE

UnscoredInsufficient · 4
$10,00086,921 mi

Comparison: 4 similar vehicles

Scottsbluff, NE

2016 Ford Explorer Platinum

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

2016 Ford Explorer Platinum

Scottsbluff, NE

UnscoredInsufficient · 0
$10,325133,000 mi

Scottsbluff, NE

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

Scottsbluff, NE

UnscoredInsufficient · 3
$10,905159,000 mi

Comparison: 3 similar vehicles

Scottsbluff, NE

2018 Ford Escape SE

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

2018 Ford Escape SE

Scottsbluff, NE

Unscored
$10,995150,520 mi

Comparison: 60 similar vehicles

Scottsbluff, NE

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Scottsbluff, NE

Unscored
$11,995120,637 mi

Comparison: 11 similar vehicles

Scottsbluff, NE

2016 Buick Cascada Premium

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

2016 Buick Cascada Premium

Scottsbluff, NE

UnscoredInsufficient · 0
$11,99561,000 mi

Scottsbluff, NE

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

Scottsbluff, NE

Unscored
$11,995177,547 mi

Comparison: 10 similar vehicles

Scottsbluff, NE

2016 Volvo V60 Base

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

2016 Volvo V60 Base

Scottsbluff, NE

UnscoredInsufficient · 0
$12,15568,000 mi

Scottsbluff, NE

2012 Jeep Wrangler Sahara

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

2012 Jeep Wrangler Sahara

Scottsbluff, NE

UnscoredInsufficient · 0
$12,500119,000 mi

Scottsbluff, NE

2018 Hyundai Tucson Limited

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

2018 Hyundai Tucson Limited

Scottsbluff, NE

UnscoredInsufficient · 0
$12,703123,042 mi

Scottsbluff, NE

2015 Lincoln MKZ Base

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

2015 Lincoln MKZ Base

Scottsbluff, NE

UnscoredInsufficient · 0
$12,800103,670 mi

Scottsbluff, NE

2019 Volkswagen Jetta SE

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

2019 Volkswagen Jetta SE

Scottsbluff, NE

UnscoredInsufficient · 0
$12,82553,000 mi

Scottsbluff, NE

2003 Chevrolet Silverado 1500 Base

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

2003 Chevrolet Silverado 1500 Base

Scottsbluff, NE

UnscoredInsufficient · 0
$12,995170,300 mi

Scottsbluff, NE

2013 Toyota Tundra Grade

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

2013 Toyota Tundra Grade

Scottsbluff, NE

Unscored
$13,000175,195 mi

Comparison: 6 similar vehicles

Scottsbluff, NE

2017 Jeep Grand Cherokee Summit

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

2017 Jeep Grand Cherokee Summit

Scottsbluff, NE

Unscored
$13,244178,267 mi

Comparison: 6 similar vehicles

Scottsbluff, NE

2021 Jeep Renegade Jeepster

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

2021 Jeep Renegade Jeepster

Scottsbluff, NE

UnscoredInsufficient · 0
$13,49553,426 mi

Scottsbluff, NE

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Scottsbluff, NE

Unscored
$13,500107,406 mi

Comparison: 6 similar vehicles

Scottsbluff, NE

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Scottsbluff, NE

Unscored
$13,500171,683 mi

Comparison: 29 similar vehicles

Scottsbluff, NE

2008 Toyota RAV4 Base

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

2008 Toyota RAV4 Base

Scottsbluff, NE

Unscored
$13,595142,612 mi

Comparison: 6 similar vehicles

Scottsbluff, NE

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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