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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 · October 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

6,052 listings found

2005 Honda CR-V EX

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

2005 Honda CR-V EX

Lehi, UT

Salvage title
$1,899283,435 mi

Lehi, UT

No Photo

2003 Acura MDX Base

Orem, UT

UnscoredInsufficient · 0
$1,990197,678 mi

Orem, UT

2003 Nissan Xterra XE

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

2003 Nissan Xterra XE

Orem, UT

UnscoredInsufficient · 0
$2,000272,652 mi

Orem, UT

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Orem, UT

UnscoredInsufficient · 0
$2,095166,383 mi

Orem, UT

2005 Mazda Tribute s

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

2005 Mazda Tribute s

Orem, UT

UnscoredInsufficient · 0
$2,490199,260 mi

Orem, UT

2005 BMW X5 4.4i

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

2005 BMW X5 4.4i

Lindon, UT

UnscoredInsufficient · 0
$2,495229,636 mi

Lindon, UT

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Orem, UT

Salvage title
$2,695139,574 mi

Orem, UT

2001 Chevrolet Blazer LS

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

2001 Chevrolet Blazer LS

Ephraim, UT

UnscoredInsufficient · 0
$2,839181,249 mi

Ephraim, UT

2005 GMC Yukon XL Denali

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

2005 GMC Yukon XL Denali

Orem, UT

UnscoredInsufficient · 0
$2,894233,996 mi

Orem, UT

No Photo

2007 Kia Sorento LX

Orem, UT

UnscoredInsufficient · 0
$2,990155,000 mi

Orem, UT

2002 Mercedes-Benz M-Class ML 320

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

2002 Mercedes-Benz M-Class ML 320

Orem, UT

UnscoredInsufficient · 0
$2,990111,950 mi

Orem, UT

2010 Honda Pilot LX

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

2010 Honda Pilot LX

Orem, UT

UnscoredInsufficient · 0
$2,995218,538 mi

Orem, UT

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Provo, UT

UnscoredInsufficient · 0
$2,999176,540 mi

Provo, UT

2006 Jeep Commander Base

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

2006 Jeep Commander Base

Provo, UT

UnscoredInsufficient · 0
$2,999204,123 mi

Provo, UT

2007 Chevrolet Tahoe LT

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

2007 Chevrolet Tahoe LT

Orem, UT

UnscoredInsufficient · 0
$3,000210,000 mi

Orem, UT

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Orem, UT

UnscoredInsufficient · 0
$3,054147,756 mi

Orem, UT

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Orem, UT

UnscoredInsufficient · 0
$3,094171,150 mi

Orem, UT

2001 Toyota Highlander Base

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

2001 Toyota Highlander Base

Orem, UT

UnscoredInsufficient · 0
$3,300173,500 mi

Orem, UT

2008 INFINITI FX 35

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

2008 INFINITI FX 35

Provo, UT

UnscoredInsufficient · 0
$3,319199,463 mi

Provo, UT

2008 Ford Expedition XLT

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

2008 Ford Expedition XLT

Provo, UT

UnscoredInsufficient · 0
$3,399220,062 mi

Provo, UT

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Orem, UT

UnscoredInsufficient · 4
$3,400165,600 mi

Comparison: 4 similar vehicles

Orem, UT

2008 Acura RDX Base

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

2008 Acura RDX Base

Provo, UT

UnscoredInsufficient · 0
$3,470249,230 mi

Provo, UT

2006 Hyundai Tucson GLS

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

2006 Hyundai Tucson GLS

Lindon, UT

UnscoredInsufficient · 0
$3,495227,244 mi

Lindon, UT

2009 BMW X3 xDrive30i

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

2009 BMW X3 xDrive30i

Lindon, UT

UnscoredInsufficient · 0
$3,500132,950 mi

Lindon, UT

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Orem, UT

UnscoredInsufficient · 4
$3,594262,074 mi

Comparison: 4 similar vehicles

Orem, UT

2013 GMC Terrain SLE-1

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

2013 GMC Terrain SLE-1

Orem, UT

UnscoredInsufficient · 0
$3,900164,710 mi

Orem, UT

2012 Land Rover Range Rover Sport HSE

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

2012 Land Rover Range Rover Sport HSE

Provo, UT

UnscoredInsufficient · 0
$3,959175,000 mi

Provo, UT

2008 GMC Acadia SLT1

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

2008 GMC Acadia SLT1

Provo, UT

UnscoredInsufficient · 0
$3,990Mileage not verified

Provo, UT

2006 Chevrolet Equinox LT

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

2006 Chevrolet Equinox LT

Orem, UT

UnscoredInsufficient · 0
$3,990151,211 mi

Orem, UT

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Spanish Fork, UT

UnscoredInsufficient · 0
$3,995131,491 mi

Spanish Fork, UT

2010 Jeep Patriot Latitude

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

2010 Jeep Patriot Latitude

Lindon, UT

UnscoredInsufficient · 0
$3,995178,615 mi

Lindon, UT

2009 Chevrolet Suburban LT2

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

2009 Chevrolet Suburban LT2

Springville, UT

UnscoredInsufficient · 0
$3,995226,875 mi

Springville, UT

2004 Jeep Grand Cherokee Laredo

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

2004 Jeep Grand Cherokee Laredo

Lindon, UT

UnscoredInsufficient · 0
$3,995243,345 mi

Lindon, UT

2004 Honda Pilot EX

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

2004 Honda Pilot EX

Orem, UT

UnscoredInsufficient · 3
$3,995264,513 mi

Comparison: 3 similar vehicles

Orem, UT

2003 Toyota Highlander Limited

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

2003 Toyota Highlander Limited

Provo, UT

UnscoredInsufficient · 0
$3,999238,872 mi

Provo, UT

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

Provo, UT

UnscoredInsufficient · 0
$4,400150,800 mi

Provo, UT

2005 Honda CR-V LX

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

2005 Honda CR-V LX

Lindon, UT

UnscoredInsufficient · 0
$4,495257,491 mi

Lindon, UT

2008 Acura MDX Technology Package

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

2008 Acura MDX Technology Package

Orem, UT

UnscoredInsufficient · 0
$4,498219,304 mi

Orem, UT

2017 Dodge Journey SE

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

2017 Dodge Journey SE

Orem, UT

UnscoredInsufficient · 0
$4,500140,690 mi

Orem, UT

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Orem, UT

Salvage title
$4,500115,505 mi

Orem, UT

2012 Chevrolet Suburban LT

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

2012 Chevrolet Suburban LT

Lehi, UT

UnscoredInsufficient · 0
$4,500208,000 mi

Lehi, UT

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Vineyard, UT

UnscoredInsufficient · 0
$4,500163,107 mi

Vineyard, UT

2016 Chevrolet Traverse LTZ

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

2016 Chevrolet Traverse LTZ

Orem, UT

UnscoredInsufficient · 0
$4,594196,503 mi

Orem, UT

2008 Toyota Highlander Base

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

2008 Toyota Highlander Base

Provo, UT

UnscoredInsufficient · 0
$4,610219,089 mi

Provo, UT

2001 Isuzu Rodeo LS

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

2001 Isuzu Rodeo LS

Orem, UT

UnscoredInsufficient · 0
$4,654157,410 mi

Orem, UT

2004 Acura MDX Touring Package

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

2004 Acura MDX Touring Package

Lindon, UT

UnscoredInsufficient · 0
$4,690177,254 mi

Lindon, UT

2001 Land Rover Range Rover HSE

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

2001 Land Rover Range Rover HSE

American Fork, UT

UnscoredInsufficient · 0
$4,800247,568 mi

American Fork, UT

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Orem, UT

UnscoredLimited · 5
$4,830224,197 mi

Comparison: 5 similar vehicles

Orem, UT

2007 Acura RDX Base

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

2007 Acura RDX Base

American Fork, UT

UnscoredInsufficient · 3
$4,899191,110 mi

Comparison: 3 similar vehicles

American Fork, UT

2017 Ford Flex Limited

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

2017 Ford Flex Limited

Nephi, UT

Salvage title
$4,900150,251 mi

Nephi, UT

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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