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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 4, 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

1,424 listings found

2001 Subaru Outback

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

2001 Subaru Outback

Kingman, AZ

UnscoredInsufficient · 0
$1,888354,554 mi

Kingman, AZ

2005 Ford Taurus SEL

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

2005 Ford Taurus SEL

Kingman, AZ

UnscoredInsufficient · 0
$2,367139,722 mi

Kingman, AZ

2003 Dodge Dakota Sport

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

2003 Dodge Dakota Sport

Kingman, AZ

UnscoredInsufficient · 0
$2,588233,523 mi

Kingman, AZ

2009 Hyundai Santa Fe GLS

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

2009 Hyundai Santa Fe GLS

Kingman, AZ

UnscoredInsufficient · 0
$2,888170,616 mi

Kingman, AZ

2003 Chevrolet Tahoe LS

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

2003 Chevrolet Tahoe LS

Kingman, AZ

UnscoredInsufficient · 0
$2,988261,953 mi

Kingman, AZ

2006 Chevrolet Equinox LT

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

2006 Chevrolet Equinox LT

Kingman, AZ

Salvage title
$3,067168,101 mi

Kingman, AZ

2009 Ford Edge SEL

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

2009 Ford Edge SEL

Kingman, AZ

UnscoredInsufficient · 0
$3,888169,854 mi

Kingman, AZ

2002 Chevrolet Tahoe LS

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

2002 Chevrolet Tahoe LS

Kingman, AZ

UnscoredInsufficient · 0
$3,888327,174 mi

Kingman, AZ

2000 Toyota Camry CE

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

2000 Toyota Camry CE

Kingman, AZ

UnscoredInsufficient · 0
$3,995195,658 mi

Kingman, AZ

2015 Ford Focus SE

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

2015 Ford Focus SE

Kingman, AZ

Unscored
$3,998177,863 mi

Comparison: 9 similar vehicles

Kingman, AZ

2004 Cadillac DeVille Base

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

2004 Cadillac DeVille Base

Kingman, AZ

UnscoredInsufficient · 0
$4,888216,247 mi

Kingman, AZ

No Photo

2007 Toyota Corolla CE

Kingman, AZ

UnscoredInsufficient · 0
$5,888171,407 mi

Kingman, AZ

2009 Chrysler Sebring LX

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

2009 Chrysler Sebring LX

Bullhead City, AZ

UnscoredInsufficient · 0
$5,995183,245 mi

Bullhead City, AZ

2006 Ford Explorer XLS

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

2006 Ford Explorer XLS

Bullhead City, AZ

UnscoredInsufficient · 0
$5,995136,090 mi

Bullhead City, AZ

2002 Nissan Altima SE

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

2002 Nissan Altima SE

Bullhead City, AZ

UnscoredInsufficient · 0
$5,995132,624 mi

Bullhead City, AZ

2004 Ford Expedition XLS

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

2004 Ford Expedition XLS

Kingman, AZ

UnscoredInsufficient · 0
$6,777107,926 mi

Kingman, AZ

2010 Hyundai Santa Fe GLS

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

2010 Hyundai Santa Fe GLS

Kingman, AZ

UnscoredInsufficient · 0
$6,888156,633 mi

Kingman, AZ

No Photo

2004 Dodge Durango SLT

Kingman, AZ

UnscoredInsufficient · 0
$6,888159,716 mi

Kingman, AZ

No Photo

2001 Mitsubishi Montero XLS

Kingman, AZ

Salvage title
$6,888142,514 mi

Kingman, AZ

2013 Chevrolet Malibu 1LS

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

2013 Chevrolet Malibu 1LS

Bullhead City, AZ

UnscoredInsufficient · 0
$6,900118,887 mi

Bullhead City, AZ

No Photo

2018 Kia FORTE LX

Kingman, AZ

Unscored
$6,995183,450 mi

Comparison: 22 similar vehicles

Kingman, AZ

2005 Ford Freestyle SE

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

2005 Ford Freestyle SE

Bullhead City, AZ

UnscoredInsufficient · 0
$6,99568,467 mi

Bullhead City, AZ

2005 Hyundai Santa Fe GLS

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

2005 Hyundai Santa Fe GLS

Kingman, AZ

UnscoredInsufficient · 0
$7,367263,207 mi

Kingman, AZ

2006 Nissan Frontier LE

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

2006 Nissan Frontier LE

Bullhead City, AZ

UnscoredInsufficient · 0
$7,495223,459 mi

Bullhead City, AZ

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Kingman, AZ

Unscored
$7,888128,118 mi

Comparison: 30 similar vehicles

Kingman, AZ

No Photo

1990 Jeep Wrangler / YJ

Kingman, AZ

UnscoredInsufficient · 0
$7,888141,872 mi

Kingman, AZ

2008 Chrysler Sebring Touring

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

2008 Chrysler Sebring Touring

Bullhead City, AZ

UnscoredInsufficient · 0
$7,90086,227 mi

Bullhead City, AZ

2007 Dodge Nitro SLT

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

2007 Dodge Nitro SLT

Bullhead City, AZ

UnscoredInsufficient · 0
$7,900129,175 mi

Bullhead City, AZ

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Kingman, AZ

Unscored
$7,988214,975 mi

Comparison: 6 similar vehicles

Kingman, AZ

No Photo

2010 Honda Civic EX

Kingman, AZ

UnscoredInsufficient · 0
$7,988235,223 mi

Kingman, AZ

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Mohave Valley, AZ

Fair PriceModerate · 33
$8,099110,051 mi

Market: $5,999 – $15,590

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 137 days listed (based on current market benchmarks)

Mohave Valley, AZ

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Mohave Valley, AZ

Unscored
$8,199205,362 mi

Comparison: 55 similar vehicles

Mohave Valley, AZ

2012 Nissan Pathfinder SV

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

2012 Nissan Pathfinder SV

Bullhead City, AZ

UnscoredInsufficient · 0
$8,200147,019 mi

Bullhead City, AZ

2018 Kia Soul +

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

2018 Kia Soul +

Mohave Valley, AZ

Fair PriceModerate · 21
$8,299104,264 mi

Market: $4,000 – $12,599

Comparison: 21 similar vehicles

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

Mohave Valley, AZ

2016 Chrysler 200 S

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

2016 Chrysler 200 S

Mohave Valley, AZ

Unscored
$8,39979,688 mi

Comparison: 6 similar vehicles

Mohave Valley, AZ

1998 BMW Z3

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

1998 BMW Z3

Kingman, AZ

UnscoredInsufficient · 0
$8,479166,021 mi

Kingman, AZ

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Bullhead City, AZ

Unscored
$8,495180,342 mi

Comparison: 52 similar vehicles

Bullhead City, AZ

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Bullhead City, AZ

OverpricedLimited · 14
$8,495160,603 mi

Market: $3,975 – $7,139

Comparison: 14 similar vehicles

Priced ~19% above the typical market range for similar vehicles (based on current market benchmarks)

Bullhead City, AZ

2013 Kia Forte LX

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

2013 Kia Forte LX

Bullhead City, AZ

UnscoredInsufficient · 0
$8,49584,175 mi

Bullhead City, AZ

2013 Honda Civic LX

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

2013 Honda Civic LX

Bullhead City, AZ

Unscored
$8,500130,010 mi

Comparison: 44 similar vehicles

Bullhead City, AZ

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Bullhead City, AZ

Unscored
$8,500145,396 mi

Comparison: 6 similar vehicles

Bullhead City, AZ

2007 Jeep Patriot Limited

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

2007 Jeep Patriot Limited

Bullhead City, AZ

UnscoredInsufficient · 0
$8,500111,648 mi

Bullhead City, AZ

2007 Lincoln MKX Base

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

2007 Lincoln MKX Base

Bullhead City, AZ

UnscoredInsufficient · 0
$8,500144,441 mi

Bullhead City, AZ

2002 Toyota Highlander Limited

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

2002 Toyota Highlander Limited

Bullhead City, AZ

UnscoredInsufficient · 0
$8,700135,611 mi

Bullhead City, AZ

2019 Chevrolet Impala 1LT

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

2019 Chevrolet Impala 1LT

Kingman, AZ

Salvage title
$8,888108,556 mi

Kingman, AZ

2016 Ford Escape SE

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

2016 Ford Escape SE

Kingman, AZ

Fair PriceLimited · 15
$8,888119,998 mi

Market: $3,900 – $13,495

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 355 days listed (based on current market benchmarks)

Kingman, AZ

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

Kingman, AZ

UnscoredInsufficient · 3
$8,888130,899 mi

Comparison: 3 similar vehicles

Kingman, AZ

No Photo

2010 Jeep Compass Sport

Kingman, AZ

UnscoredInsufficient · 0
$8,88873,680 mi

Kingman, AZ

No Photo

2004 Ford F-250 Super Duty XL

Kingman, AZ

UnscoredInsufficient · 0
$8,888295,165 mi

Kingman, AZ

1999 Jeep Wrangler SPORT

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

1999 Jeep Wrangler SPORT

Kingman, AZ

UnscoredInsufficient · 0
$8,888169,695 mi

Kingman, AZ

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 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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