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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 20, 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

10,111 listings found

2001 Lexus RX 300

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

2001 Lexus RX 300

Las Vegas, NV

UnscoredInsufficient · 0
$3,257229,457 mi

Las Vegas, NV

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Las Vegas, NV

UnscoredInsufficient · 4
$3,63399,749 mi

Comparison: 4 similar vehicles

Las Vegas, NV

2008 Ford Expedition XLT

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

2008 Ford Expedition XLT

Las Vegas, NV

UnscoredInsufficient · 0
$3,999199,007 mi

Las Vegas, NV

2013 Nissan JUKE SL

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

2013 Nissan JUKE SL

Las Vegas, NV

UnscoredInsufficient · 0
$4,995114,732 mi

Las Vegas, NV

2010 Volkswagen Tiguan SE

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

2010 Volkswagen Tiguan SE

Pahrump, NV

UnscoredInsufficient · 0
$4,995130,782 mi

Pahrump, NV

2009 Chevrolet TrailBlazer 1LT

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

2009 Chevrolet TrailBlazer 1LT

Las Vegas, NV

UnscoredInsufficient · 0
$4,995231,800 mi

Las Vegas, NV

2006 Jeep Commander Base

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

2006 Jeep Commander Base

Las Vegas, NV

UnscoredInsufficient · 0
$4,995195,700 mi

Las Vegas, NV

2005 Lexus RX 330

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

2005 Lexus RX 330

Las Vegas, NV

UnscoredInsufficient · 3
$4,995234,500 mi

Comparison: 3 similar vehicles

Las Vegas, NV

2009 Mazda Tribute Grand Touring HEV

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

2009 Mazda Tribute Grand Touring HEV

Las Vegas, NV

UnscoredInsufficient · 0
$5,399130,945 mi

Las Vegas, NV

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Las Vegas, NV

UnscoredLimited · 7
$5,457125,099 mi

Comparison: 7 similar vehicles

Las Vegas, NV

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Las Vegas, NV

UnscoredInsufficient · 0
$5,457153,732 mi

Las Vegas, NV

2011 Mitsubishi Endeavor LS

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

2011 Mitsubishi Endeavor LS

Las Vegas, NV

UnscoredInsufficient · 0
$5,495203,800 mi

Las Vegas, NV

2009 Honda Pilot Touring

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

2009 Honda Pilot Touring

Las Vegas, NV

UnscoredInsufficient · 0
$5,495230,800 mi

Las Vegas, NV

2011 Dodge Journey Mainstreet

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

2011 Dodge Journey Mainstreet

Las Vegas, NV

UnscoredInsufficient · 0
$5,575139,396 mi

Las Vegas, NV

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Las Vegas, NV

UnscoredInsufficient · 0
$5,594112,196 mi

Las Vegas, NV

2001 Lexus RX 300

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

2001 Lexus RX 300

Las Vegas, NV

UnscoredInsufficient · 0
$5,751195,366 mi

Las Vegas, NV

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

Las Vegas, NV

UnscoredInsufficient · 0
$5,799206,565 mi

Las Vegas, NV

2004 Lexus RX 330

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

2004 Lexus RX 330

Las Vegas, NV

UnscoredInsufficient · 0
$5,799124,150 mi

Las Vegas, NV

2002 Dodge Durango SLT Plus

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

2002 Dodge Durango SLT Plus

Las Vegas, NV

UnscoredInsufficient · 0
$5,799232,000 mi

Las Vegas, NV

2016 Chevrolet Traverse LS

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

2016 Chevrolet Traverse LS

Las Vegas, NV

UnscoredInsufficient · 0
$5,862153,711 mi

Las Vegas, NV

2009 Toyota Venza Base

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

2009 Toyota Venza Base

Las Vegas, NV

UnscoredInsufficient · 0
$5,885189,298 mi

Las Vegas, NV

2015 Ford Escape S

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

2015 Ford Escape S

Las Vegas, NV

UnscoredInsufficient · 0
$5,995136,429 mi

Las Vegas, NV

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Pahrump, NV

UnscoredInsufficient · 0
$5,995111,408 mi

Pahrump, NV

2011 Mercury Mariner Premier

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

2011 Mercury Mariner Premier

Las Vegas, NV

UnscoredInsufficient · 0
$5,995154,867 mi

Las Vegas, NV

2011 Hyundai Santa Fe Limited

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

2011 Hyundai Santa Fe Limited

Las Vegas, NV

UnscoredInsufficient · 4
$5,995229,200 mi

Comparison: 4 similar vehicles

Las Vegas, NV

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Las Vegas, NV

UnscoredInsufficient · 0
$5,995241,300 mi

Las Vegas, NV

2005 Jeep Liberty Sport

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

2005 Jeep Liberty Sport

Las Vegas, NV

Salvage title
$5,995148,547 mi

Las Vegas, NV

2009 Hyundai Tucson Limited

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

2009 Hyundai Tucson Limited

Las Vegas, NV

UnscoredInsufficient · 0
$5,999127,181 mi

Las Vegas, NV

2014 Mazda CX-9 Touring

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

2014 Mazda CX-9 Touring

Las Vegas, NV

UnscoredInsufficient · 0
$6,299101,211 mi

Las Vegas, NV

2017 Dodge Journey SE

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

2017 Dodge Journey SE

Las Vegas, NV

UnscoredInsufficient · 3
$6,45794,679 mi

Comparison: 3 similar vehicles

Las Vegas, NV

2016 Hyundai Santa Fe Sport

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

2016 Hyundai Santa Fe Sport

Las Vegas, NV

UnscoredInsufficient · 0
$6,457139,880 mi

Las Vegas, NV

2017 Chevrolet Trax LS

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

2017 Chevrolet Trax LS

Las Vegas, NV

UnscoredInsufficient · 3
$6,495118,387 mi

Comparison: 3 similar vehicles

Las Vegas, NV

2009 Toyota Highlander Base

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

2009 Toyota Highlander Base

Las Vegas, NV

UnscoredInsufficient · 0
$6,495245,500 mi

Las Vegas, NV

2004 Toyota Sequoia SR5

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

2004 Toyota Sequoia SR5

Las Vegas, NV

UnscoredInsufficient · 3
$6,495304,072 mi

Comparison: 3 similar vehicles

Las Vegas, NV

2003 Toyota Highlander Base

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

2003 Toyota Highlander Base

Las Vegas, NV

UnscoredInsufficient · 0
$6,495140,271 mi

Las Vegas, NV

2013 Volkswagen Tiguan SE

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

2013 Volkswagen Tiguan SE

Las Vegas, NV

UnscoredInsufficient · 0
$6,498127,686 mi

Las Vegas, NV

2016 FIAT 500X Easy

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

2016 FIAT 500X Easy

Las Vegas, NV

UnscoredInsufficient · 0
$6,499116,991 mi

Las Vegas, NV

2012 Nissan JUKE S

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

2012 Nissan JUKE S

Las Vegas, NV

UnscoredInsufficient · 0
$6,560102,566 mi

Las Vegas, NV

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Las Vegas, NV

UnscoredInsufficient · 4
$6,751180,792 mi

Comparison: 4 similar vehicles

Las Vegas, NV

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Las Vegas, NV

UnscoredInsufficient · 4
$6,91192,949 mi

Comparison: 4 similar vehicles

Las Vegas, NV

2008 Jeep Patriot Sport

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

2008 Jeep Patriot Sport

Las Vegas, NV

UnscoredInsufficient · 0
$6,96272,396 mi

Las Vegas, NV

2017 Chevrolet Traverse 2LT

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

2017 Chevrolet Traverse 2LT

Las Vegas, NV

Salvage title
$6,988102,994 mi

Las Vegas, NV

2015 Nissan Pathfinder S

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

2015 Nissan Pathfinder S

Las Vegas, NV

UnscoredInsufficient · 3
$6,988106,112 mi

Comparison: 3 similar vehicles

Las Vegas, NV

2016 Ford Escape SE

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

2016 Ford Escape SE

Las Vegas, NV

UnscoredLimited · 7
$6,995131,700 mi

Comparison: 7 similar vehicles

Las Vegas, NV

2016 Kia Sorento L

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

2016 Kia Sorento L

Las Vegas, NV

UnscoredInsufficient · 0
$6,995149,178 mi

Las Vegas, NV

2016 Volkswagen Tiguan R-Line

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

2016 Volkswagen Tiguan R-Line

Pahrump, NV

UnscoredInsufficient · 0
$6,995111,435 mi

Pahrump, NV

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Las Vegas, NV

UnscoredInsufficient · 0
$6,995200,448 mi

Las Vegas, NV

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Las Vegas, NV

UnscoredLimited · 6
$6,99594,714 mi

Comparison: 6 similar vehicles

Las Vegas, NV

2014 Buick Encore Base

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

2014 Buick Encore Base

Las Vegas, NV

UnscoredInsufficient · 0
$6,995135,010 mi

Las Vegas, NV

2014 Hyundai Tucson SE

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

2014 Hyundai Tucson SE

Las Vegas, NV

UnscoredInsufficient · 3
$6,995188,034 mi

Comparison: 3 similar vehicles

Las Vegas, NV

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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