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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

9,527 listings found

2010 Acura RDX Base

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

2010 Acura RDX Base

El Paso, TX

UnscoredInsufficient · 0
$2,800Mileage not verified

El Paso, TX

2005 Honda CR-V SE

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

2005 Honda CR-V SE

El Paso, TX

UnscoredInsufficient · 0
$2,995272,927 mi

El Paso, TX

2007 Suzuki XL7 Base

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

2007 Suzuki XL7 Base

Socorro, TX

UnscoredInsufficient · 0
$3,000152,320 mi

Socorro, TX

2010 Ford Explorer XLT

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

2010 Ford Explorer XLT

Anthony, TX

UnscoredInsufficient · 0
$3,150170,746 mi

Anthony, TX

2007 Suzuki Grand Vitara Base

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

2007 Suzuki Grand Vitara Base

El Paso, TX

UnscoredInsufficient · 0
$3,450148,795 mi

El Paso, TX

2012 Nissan Murano S

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

2012 Nissan Murano S

El Paso, TX

UnscoredInsufficient · 0
$3,500177,629 mi

El Paso, TX

2014 Dodge Journey SE

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

2014 Dodge Journey SE

Anthony, TX

UnscoredInsufficient · 0
$3,950153,333 mi

Anthony, TX

2011 GMC Acadia Denali

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

2011 GMC Acadia Denali

El Paso, TX

UnscoredInsufficient · 0
$3,995173,883 mi

El Paso, TX

2005 Nissan Pathfinder SE

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

2005 Nissan Pathfinder SE

El Paso, TX

UnscoredInsufficient · 0
$3,995149,660 mi

El Paso, TX

2003 Ford Explorer XLT

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

2003 Ford Explorer XLT

El Paso, TX

UnscoredInsufficient · 0
$3,995224,831 mi

El Paso, TX

2002 Dodge Durango SLT

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

2002 Dodge Durango SLT

El Paso, TX

UnscoredInsufficient · 0
$3,995153,524 mi

El Paso, TX

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

El Paso, TX

UnscoredInsufficient · 0
$4,000168,606 mi

El Paso, TX

2013 Nissan Rogue S

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

2013 Nissan Rogue S

El Paso, TX

UnscoredInsufficient · 0
$4,395162,107 mi

El Paso, TX

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

El Paso, TX

UnscoredInsufficient · 0
$4,40096,444 mi

El Paso, TX

2013 Cadillac SRX Premium Collection

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

2013 Cadillac SRX Premium Collection

El Paso, TX

UnscoredInsufficient · 0
$4,500164,893 mi

El Paso, TX

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

El Paso, TX

UnscoredInsufficient · 0
$4,699183,026 mi

El Paso, TX

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

El Paso, TX

UnscoredInsufficient · 0
$4,900116,971 mi

El Paso, TX

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

El Paso, TX

UnscoredInsufficient · 0
$4,991209,316 mi

El Paso, TX

2013 Ford Edge SE

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

2013 Ford Edge SE

El Paso, TX

UnscoredInsufficient · 0
$4,995225,024 mi

El Paso, TX

2013 Kia Sportage LX

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

2013 Kia Sportage LX

Socorro, TX

UnscoredInsufficient · 0
$4,995190,213 mi

Socorro, TX

2011 Buick Enclave CXL-2

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

2011 Buick Enclave CXL-2

El Paso, TX

UnscoredInsufficient · 0
$4,995183,650 mi

El Paso, TX

2007 Ford Explorer Eddie Bauer

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

2007 Ford Explorer Eddie Bauer

El Paso, TX

UnscoredInsufficient · 3
$4,995184,006 mi

Comparison: 3 similar vehicles

El Paso, TX

2007 Hyundai Santa Fe SE

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

2007 Hyundai Santa Fe SE

El Paso, TX

UnscoredInsufficient · 0
$4,995140,241 mi

El Paso, TX

2005 Chevrolet Tahoe LS

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

2005 Chevrolet Tahoe LS

El Paso, TX

UnscoredInsufficient · 0
$4,995209,784 mi

El Paso, TX

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

El Paso, TX

UnscoredInsufficient · 0
$4,995275,891 mi

El Paso, TX

2003 Ford Expedition XLT Premium

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

2003 Ford Expedition XLT Premium

El Paso, TX

UnscoredInsufficient · 0
$4,995148,304 mi

El Paso, TX

2002 Suzuki XL-7 Limited

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

2002 Suzuki XL-7 Limited

El Paso, TX

UnscoredInsufficient · 0
$4,995179,528 mi

El Paso, TX

2011 Dodge Nitro Detonator

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

2011 Dodge Nitro Detonator

El Paso, TX

UnscoredInsufficient · 0
$5,100201,398 mi

El Paso, TX

2014 Chevrolet Captiva Sport LTZ

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

2014 Chevrolet Captiva Sport LTZ

El Paso, TX

UnscoredInsufficient · 0
$5,491137,248 mi

El Paso, TX

2015 GMC Terrain SLT-2

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

2015 GMC Terrain SLT-2

El Paso, TX

UnscoredInsufficient · 0
$5,500Mileage not verified

El Paso, TX

2014 Acura RDX Technology Package

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

2014 Acura RDX Technology Package

El Paso, TX

UnscoredInsufficient · 0
$5,500154,150 mi

El Paso, TX

No Photo

2000 Land Rover Discovery Base

El Paso, TX

UnscoredInsufficient · 0
$5,500189,801 mi

El Paso, TX

2012 Cadillac SRX Performance Collection

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

2012 Cadillac SRX Performance Collection

El Paso, TX

Salvage title
$5,888136,540 mi

El Paso, TX

2017 Ford Explorer Utility Police Interceptor

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

2017 Ford Explorer Utility Police Interceptor

El Paso, TX

UnscoredInsufficient · 0
$5,900175,265 mi

El Paso, TX

2008 Dodge Nitro SXT

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

2008 Dodge Nitro SXT

El Paso, TX

UnscoredInsufficient · 0
$5,923198,200 mi

El Paso, TX

2008 Nissan Rogue S

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

2008 Nissan Rogue S

El Paso, TX

UnscoredInsufficient · 0
$5,990107,862 mi

El Paso, TX

2011 Mercedes-Benz GLK-Class GLK350

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

2011 Mercedes-Benz GLK-Class GLK350

El Paso, TX

UnscoredInsufficient · 0
$5,991198,983 mi

El Paso, TX

2018 Dodge Journey GT

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

2018 Dodge Journey GT

El Paso, TX

UnscoredInsufficient · 0
$5,995170,818 mi

El Paso, TX

2016 Dodge Journey SE

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

2016 Dodge Journey SE

Las Cruces, NM

UnscoredInsufficient · 3
$5,995129,699 mi

Comparison: 3 similar vehicles

Las Cruces, NM

2015 GMC Acadia SLE1

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

2015 GMC Acadia SLE1

El Paso, TX

UnscoredInsufficient · 0
$5,995134,738 mi

El Paso, TX

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

El Paso, TX

UnscoredInsufficient · 0
$5,995168,502 mi

El Paso, TX

2015 Dodge Journey American Value Package

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

2015 Dodge Journey American Value Package

El Paso, TX

UnscoredInsufficient · 0
$5,995138,502 mi

El Paso, TX

2012 Ford Escape XLT

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

2012 Ford Escape XLT

El Paso, TX

UnscoredInsufficient · 0
$5,995154,503 mi

El Paso, TX

2012 GMC Acadia SLT2

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

2012 GMC Acadia SLT2

El Paso, TX

UnscoredInsufficient · 0
$5,995142,635 mi

El Paso, TX

2012 Chevrolet Traverse LTZ

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

2012 Chevrolet Traverse LTZ

Socorro, TX

UnscoredInsufficient · 0
$5,995171,323 mi

Socorro, TX

2010 Ford Explorer Eddie Bauer

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

2010 Ford Explorer Eddie Bauer

Socorro, TX

UnscoredInsufficient · 0
$5,995131,098 mi

Socorro, TX

2010 GMC Acadia SL

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

2010 GMC Acadia SL

El Paso, TX

UnscoredInsufficient · 0
$5,995159,118 mi

El Paso, TX

2010 Mercury Mariner Premier

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

2010 Mercury Mariner Premier

El Paso, TX

UnscoredInsufficient · 0
$5,995118,999 mi

El Paso, TX

2009 INFINITI FX 35

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

2009 INFINITI FX 35

El Paso, TX

UnscoredInsufficient · 0
$5,995130,522 mi

El Paso, TX

2009 Toyota Highlander Hybrid

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

2009 Toyota Highlander Hybrid

El Paso, TX

UnscoredInsufficient · 0
$5,995196,551 mi

El Paso, TX

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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