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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

50,000+ listings found(add a location or filter to narrow results)

2007 Chrysler Aspen Limited

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

2007 Chrysler Aspen Limited

Ansonia, CT

UnscoredInsufficient · 0
$1,999156,334 mi

Ansonia, CT

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

Yonkers, NY

UnscoredInsufficient · 0
$1,999Mileage not verified

Yonkers, NY

2014 Chevrolet Traverse LS

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

2014 Chevrolet Traverse LS

Paterson, NJ

UnscoredLimited · 5
$2,000179,108 mi

Comparison: 5 similar vehicles

Paterson, NJ

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Paterson, NJ

UnscoredLimited · 6
$2,000119,388 mi

Comparison: 6 similar vehicles

Paterson, NJ

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Paterson, NJ

UnscoredLimited · 10
$2,000154,467 mi

Comparison: 10 similar vehicles

Paterson, NJ

2012 Volkswagen Tiguan S

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

2012 Volkswagen Tiguan S

Paterson, NJ

UnscoredModerate · 22
$2,400123,497 mi

Comparison: 22 similar vehicles

Paterson, NJ

2007 Hyundai Santa Fe GLS

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

2007 Hyundai Santa Fe GLS

New Haven, CT

UnscoredLimited · 9
$2,499194,700 mi

Comparison: 9 similar vehicles

New Haven, CT

2015 Chevrolet Traverse LS

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

2015 Chevrolet Traverse LS

Paterson, NJ

UnscoredLimited · 17
$2,500163,839 mi

Comparison: 17 similar vehicles

Paterson, NJ

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Paterson, NJ

UnscoredModerate · 29
$2,500113,941 mi

Comparison: 29 similar vehicles

Paterson, NJ

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Paterson, NJ

UnscoredLimited · 17
$2,500183,761 mi

Comparison: 17 similar vehicles

Paterson, NJ

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Paterson, NJ

UnscoredLimited · 17
$2,500132,974 mi

Comparison: 17 similar vehicles

Paterson, NJ

2008 Hyundai Santa Fe SE

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

2008 Hyundai Santa Fe SE

Paterson, NJ

UnscoredLimited · 16
$2,500217,030 mi

Comparison: 16 similar vehicles

Paterson, NJ

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Paterson, NJ

UnscoredLimited · 8
$2,500169,366 mi

Comparison: 8 similar vehicles

Paterson, NJ

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Bloomfield, CT

UnscoredLimited · 7
$2,500176,493 mi

Comparison: 7 similar vehicles

Bloomfield, CT

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Paterson, NJ

UnscoredModerate · 20
$2,700177,372 mi

Comparison: 20 similar vehicles

Paterson, NJ

2011 Dodge Journey Mainstreet

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

2011 Dodge Journey Mainstreet

Paterson, NJ

UnscoredInsufficient · 0
$2,725185,647 mi

Paterson, NJ

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Bronx, NY

UnscoredLimited · 14
$2,778221,956 mi

Comparison: 14 similar vehicles

Bronx, NY

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Bronx, NY

UnscoredLimited · 14
$2,789192,879 mi

Comparison: 14 similar vehicles

Bronx, NY

2009 Volvo XC90 3.2

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

2009 Volvo XC90 3.2

Bronx, NY

UnscoredInsufficient · 4
$2,789251,807 mi

Comparison: 4 similar vehicles

Bronx, NY

2012 Dodge Journey SE

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

2012 Dodge Journey SE

Paterson, NJ

UnscoredInsufficient · 0
$2,800202,036 mi

Paterson, NJ

2008 Hyundai Tucson Limited

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

2008 Hyundai Tucson Limited

Carmel Hamlet, NY

UnscoredInsufficient · 0
$2,850181,250 mi

Carmel Hamlet, NY

2001 Ford Expedition Eddie Bauer

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

2001 Ford Expedition Eddie Bauer

Plainville, CT

UnscoredInsufficient · 0
$2,890209,929 mi

Plainville, CT

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Waterbury, CT

UnscoredModerate · 30
$2,950173,709 mi

Comparison: 30 similar vehicles

Waterbury, CT

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Elmwood Park, NJ

UnscoredLimited · 8
$2,950139,749 mi

Comparison: 8 similar vehicles

Elmwood Park, NJ

2011 Jeep Compass Base

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

2011 Jeep Compass Base

Paterson, NJ

UnscoredInsufficient · 4
$2,995Mileage not verified

Comparison: 4 similar vehicles

Paterson, NJ

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Fair Lawn, NJ

UnscoredLimited · 13
$2,999155,116 mi

Comparison: 13 similar vehicles

Fair Lawn, NJ

2006 Honda CR-V LX

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

2006 Honda CR-V LX

Fair Lawn, NJ

UnscoredInsufficient · 3
$2,999244,896 mi

Comparison: 3 similar vehicles

Fair Lawn, NJ

2002 Honda CR-V LX

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

2002 Honda CR-V LX

Fair Lawn, NJ

UnscoredInsufficient · 0
$2,999188,234 mi

Fair Lawn, NJ

2001 Honda CR-V EX

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

2001 Honda CR-V EX

Bridgeport, CT

UnscoredInsufficient · 0
$2,999243,453 mi

Bridgeport, CT

2016 Chevrolet Traverse 2LT

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

2016 Chevrolet Traverse 2LT

Paterson, NJ

UnscoredLimited · 19
$3,000264,123 mi

Comparison: 19 similar vehicles

Paterson, NJ

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Paterson, NJ

UnscoredLimited · 5
$3,000143,676 mi

Comparison: 5 similar vehicles

Paterson, NJ

2011 Ford Explorer XLT

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

2011 Ford Explorer XLT

Paterson, NJ

UnscoredLimited · 5
$3,000186,372 mi

Comparison: 5 similar vehicles

Paterson, NJ

2007 GMC Yukon Denali

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

2007 GMC Yukon Denali

Prospect, CT

UnscoredLimited · 7
$3,000268,640 mi

Comparison: 7 similar vehicles

Prospect, CT

2015 Kia Sportage LX

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

2015 Kia Sportage LX

Paterson, NJ

UnscoredLimited · 10
$3,200134,686 mi

Comparison: 10 similar vehicles

Paterson, NJ

2006 Toyota Highlander Sport

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

2006 Toyota Highlander Sport

Naugatuck, CT

UnscoredLimited · 9
$3,250225,100 mi

Comparison: 9 similar vehicles

Naugatuck, CT

2007 Toyota RAV4 Limited

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

2007 Toyota RAV4 Limited

Pompton Lakes, NJ

UnscoredLimited · 9
$3,399189,000 mi

Comparison: 9 similar vehicles

Pompton Lakes, NJ

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Waterbury, CT

UnscoredLimited · 5
$3,450108,550 mi

Comparison: 5 similar vehicles

Waterbury, CT

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Lodi, NJ

UnscoredModerate · 20
$3,477135,428 mi

Comparison: 20 similar vehicles

Lodi, NJ

2001 Ford Expedition Base

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

2001 Ford Expedition Base

Torrington, CT

UnscoredInsufficient · 0
$3,495100,123 mi

Torrington, CT

2008 Land Rover LR2 HSE

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

2008 Land Rover LR2 HSE

Lodi, NJ

UnscoredInsufficient · 0
$3,497126,033 mi

Lodi, NJ

2012 Suzuki Grand Vitara Limited

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

2012 Suzuki Grand Vitara Limited

Paterson, NJ

UnscoredInsufficient · 0
$3,500270,995 mi

Paterson, NJ

2008 Honda CR-V EX

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

2008 Honda CR-V EX

Salisbury, CT

UnscoredModerate · 34
$3,500253,068 mi

Comparison: 34 similar vehicles

Salisbury, CT

2008 Suzuki SX4 Crossover Touring

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

2008 Suzuki SX4 Crossover Touring

Naugatuck, CT

UnscoredInsufficient · 0
$3,50094,000 mi

Naugatuck, CT

2004 Dodge Durango ST

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

2004 Dodge Durango ST

New Rochelle, NY

UnscoredInsufficient · 0
$3,500175,098 mi

New Rochelle, NY

2009 Subaru Forester 2.5X

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

2009 Subaru Forester 2.5X

Bronx, NY

UnscoredLimited · 5
$3,543172,347 mi

Comparison: 5 similar vehicles

Bronx, NY

2009 Acura MDX Technology & Entertainment Package

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

2009 Acura MDX Technology & Entertainment Package

Lodi, NJ

UnscoredLimited · 8
$3,588211,551 mi

Comparison: 8 similar vehicles

Lodi, NJ

2003 Mazda Tribute ES

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

2003 Mazda Tribute ES

Yonkers, NY

UnscoredInsufficient · 0
$3,600186,965 mi

Yonkers, NY

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Carmel Hamlet, NY

UnscoredRobust · 50
$3,750164,593 mi

Comparison: 50 similar vehicles

Carmel Hamlet, NY

2002 Toyota Rav4 Base

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

2002 Toyota Rav4 Base

Waterbury, CT

UnscoredInsufficient · 0
$3,795184,000 mi

Waterbury, CT

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Paterson, NJ

UnscoredModerate · 33
$3,800190,122 mi

Comparison: 33 similar vehicles

Paterson, NJ

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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