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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 22, 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 Mitsubishi Endeavor SE

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

2007 Mitsubishi Endeavor SE

Passaic, NJ

UnscoredInsufficient · 0
$1,950228,353 mi

Passaic, NJ

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Passaic, NJ

UnscoredLimited · 5
$1,990198,717 mi

Comparison: 5 similar vehicles

Passaic, NJ

2007 GMC Acadia SLT1

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

2007 GMC Acadia SLT1

Passaic, NJ

UnscoredInsufficient · 0
$1,990190,000 mi

Passaic, NJ

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

2011 Nissan JUKE SL

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

2011 Nissan JUKE SL

Newark, NJ

UnscoredInsufficient · 4
$2,199174,000 mi

Comparison: 4 similar vehicles

Newark, NJ

2012 Jeep Grand Cherokee Limited

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

2012 Jeep Grand Cherokee Limited

Springfield Gardens, NY

UnscoredInsufficient · 3
$2,485Mileage not verified

Comparison: 3 similar vehicles

Springfield Gardens, NY

2006 Toyota Highlander Hybrid

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

2006 Toyota Highlander Hybrid

Carlstadt, NJ

UnscoredInsufficient · 0
$2,495247,000 mi

Carlstadt, 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

2018 Mitsubishi Outlander Sport LE

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

2018 Mitsubishi Outlander Sport LE

Queens, NY

UnscoredLimited · 8
$2,50060,076 mi

Comparison: 8 similar vehicles

Queens, NY

2000 Toyota 4Runner SR5

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

2000 Toyota 4Runner SR5

Elmhurst, NY

Salvage title
$2,500231,333 mi

Elmhurst, NY

2009 Toyota RAV4 Limited

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

2009 Toyota RAV4 Limited

Elmhurst, NY

UnscoredInsufficient · 4
$2,600283,477 mi

Comparison: 4 similar vehicles

Elmhurst, NY

2007 Jeep Compass Sport

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

2007 Jeep Compass Sport

Island Park, NY

UnscoredLimited · 5
$2,600171,333 mi

Comparison: 5 similar vehicles

Island Park, NY

2010 Mazda CX-7 s Grand Touring

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

2010 Mazda CX-7 s Grand Touring

Island Park, NY

UnscoredInsufficient · 0
$2,700110,058 mi

Island Park, NY

2003 Ford Explorer XLT

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

2003 Ford Explorer XLT

Island Park, NY

UnscoredInsufficient · 3
$2,750154,321 mi

Comparison: 3 similar vehicles

Island Park, NY

1998 Ford Explorer XL

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

1998 Ford Explorer XL

Island Park, NY

UnscoredInsufficient · 0
$2,775131,500 mi

Island Park, 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
$2,778221,956 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

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Elmhurst, NY

UnscoredLimited · 14
$2,800110,409 mi

Comparison: 14 similar vehicles

Elmhurst, NY

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

2006 Ford Explorer Eddie Bauer

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

2006 Ford Explorer Eddie Bauer

Hasbrouck Heights, NJ

UnscoredLimited · 7
$2,900Mileage not verified

Comparison: 7 similar vehicles

Hasbrouck Heights, NJ

2014 INFINITI QX60 Base

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

2014 INFINITI QX60 Base

Island Park, NY

UnscoredLimited · 8
$2,950212,306 mi

Comparison: 8 similar vehicles

Island Park, NY

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

2005 Acura MDX Touring Package

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

2005 Acura MDX Touring Package

Belleville, NJ

UnscoredInsufficient · 4
$2,950201,516 mi

Comparison: 4 similar vehicles

Belleville, NJ

2003 Jeep Liberty Sport

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

2003 Jeep Liberty Sport

Island Park, NY

UnscoredInsufficient · 3
$2,950133,410 mi

Comparison: 3 similar vehicles

Island Park, NY

2011 Chevrolet Suburban LS

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

2011 Chevrolet Suburban LS

Arverne, NY

UnscoredInsufficient · 0
$2,995258,000 mi

Arverne, NY

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

2011 Jeep Compass Limited

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

2011 Jeep Compass Limited

East Islip, NY

Salvage title
$2,995172,000 mi

East Islip, NY

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

North Bergen, NJ

UnscoredLimited · 14
$2,995180,866 mi

Comparison: 14 similar vehicles

North Bergen, NJ

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

Passaic, NJ

UnscoredInsufficient · 4
$2,995162,333 mi

Comparison: 4 similar vehicles

Passaic, NJ

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Paterson, NJ

UnscoredLimited · 15
$2,995166,457 mi

Comparison: 15 similar vehicles

Paterson, NJ

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Paterson, NJ

UnscoredLimited · 14
$2,995200,000 mi

Comparison: 14 similar vehicles

Paterson, NJ

2007 Nissan Armada LE

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

2007 Nissan Armada LE

Passaic, NJ

UnscoredInsufficient · 3
$2,995192,051 mi

Comparison: 3 similar vehicles

Passaic, NJ

2007 Nissan Murano SL

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

2007 Nissan Murano SL

Brooklyn, NY

UnscoredLimited · 11
$2,995134,009 mi

Comparison: 11 similar vehicles

Brooklyn, NY

2006 Volvo XC90 2.5T

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

2006 Volvo XC90 2.5T

Paterson, NJ

UnscoredInsufficient · 4
$2,995184,098 mi

Comparison: 4 similar vehicles

Paterson, NJ

2005 Dodge Durango SLT

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

2005 Dodge Durango SLT

Paterson, NJ

UnscoredInsufficient · 0
$2,995176,682 mi

Paterson, NJ

2005 Nissan Pathfinder SE Off Road

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

2005 Nissan Pathfinder SE Off Road

Corona, NY

UnscoredInsufficient · 0
$2,995175,408 mi

Corona, NY

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

Paterson, NJ

UnscoredLimited · 5
$2,995172,017 mi

Comparison: 5 similar vehicles

Paterson, NJ

2004 Volvo XC90 Base

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

2004 Volvo XC90 Base

Ozone Park, NY

UnscoredInsufficient · 4
$2,99594,209 mi

Comparison: 4 similar vehicles

Ozone Park, NY

2003 Toyota RAV4 Base

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

2003 Toyota RAV4 Base

Carlstadt, NJ

UnscoredLimited · 8
$2,995157,367 mi

Comparison: 8 similar vehicles

Carlstadt, NJ

2005 Mercedes-Benz M-Class ML350

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

2005 Mercedes-Benz M-Class ML350

Lodi, NJ

UnscoredInsufficient · 4
$2,99794,137 mi

Comparison: 4 similar vehicles

Lodi, NJ

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Hasbrouck Heights, NJ

UnscoredLimited · 7
$2,999132,166 mi

Comparison: 7 similar vehicles

Hasbrouck Heights, 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

2005 Honda Element LX

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

2005 Honda Element LX

Garfield, NJ

UnscoredInsufficient · 0
$2,999231,550 mi

Garfield, 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

2005 INFINITI FX 35

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

2005 INFINITI FX 35

South Hackensack, NJ

UnscoredInsufficient · 4
$3,195173,843 mi

Comparison: 4 similar vehicles

South Hackensack, NJ

2000 Honda CR-V LX

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

2000 Honda CR-V LX

Island Park, NY

UnscoredInsufficient · 0
$3,200128,943 mi

Island Park, NY

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 · 10
$3,250225,100 mi

Comparison: 10 similar vehicles

Naugatuck, CT

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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