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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 20, 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

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

2012 Mazda CX-9 Touring

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

2012 Mazda CX-9 Touring

Highland Park, NJ

UnscoredLimited · 7
$1,900165,123 mi

Comparison: 7 similar vehicles

Highland Park, NJ

2002 Honda CR-V EX

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

2002 Honda CR-V EX

Brick Township, NJ

UnscoredLimited · 15
$1,995224,624 mi

Comparison: 15 similar vehicles

Brick Township, NJ

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Englishtown, NJ

UnscoredLimited · 19
$1,999192,480 mi

Comparison: 19 similar vehicles

Englishtown, NJ

2012 Jeep Patriot Latitude

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

2012 Jeep Patriot Latitude

Linden, NJ

UnscoredInsufficient · 3
$2,049213,224 mi

Comparison: 3 similar vehicles

Linden, NJ

2003 Jeep Grand Cherokee LAREDO

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

2003 Jeep Grand Cherokee LAREDO

Hamilton Township, NJ

UnscoredInsufficient · 0
$2,400213,522 mi

Hamilton Township, 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

East Windsor, NJ

UnscoredLimited · 5
$2,485Mileage not verified

Comparison: 5 similar vehicles

East Windsor, NJ

2009 Nissan Rogue S

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

2009 Nissan Rogue S

Staten Island, NY

UnscoredLimited · 11
$2,494117,534 mi

Comparison: 11 similar vehicles

Staten Island, NY

2007 Ford Edge SE

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

2007 Ford Edge SE

Wrightstown, NJ

UnscoredInsufficient · 4
$2,495114,253 mi

Comparison: 4 similar vehicles

Wrightstown, NJ

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Linden, NJ

UnscoredLimited · 6
$2,499150,000 mi

Comparison: 6 similar vehicles

Linden, NJ

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Trenton, NJ

UnscoredLimited · 11
$2,499196,372 mi

Comparison: 11 similar vehicles

Trenton, NJ

2009 Volkswagen Tiguan S

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

2009 Volkswagen Tiguan S

Linden, NJ

UnscoredInsufficient · 4
$2,499140,000 mi

Comparison: 4 similar vehicles

Linden, NJ

2006 Mercedes-Benz M-Class ML350

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

2006 Mercedes-Benz M-Class ML350

Westampton Township, NJ

UnscoredInsufficient · 0
$2,499225,886 mi

Westampton Township, NJ

2012 GMC Acadia SLE

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

2012 GMC Acadia SLE

Burlington, NJ

UnscoredInsufficient · 3
$2,500198,165 mi

Comparison: 3 similar vehicles

Burlington, NJ

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Tinton Falls, NJ

UnscoredModerate · 40
$2,701194,131 mi

Comparison: 40 similar vehicles

Tinton Falls, NJ

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Trenton, NJ

UnscoredLimited · 7
$2,750175,060 mi

Comparison: 7 similar vehicles

Trenton, NJ

2012 Cadillac SRX Luxury Collection

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

2012 Cadillac SRX Luxury Collection

Winslow Township, NJ

Salvage title
$2,790203,169 mi

Winslow Township, NJ

2012 Ford Edge SEL

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

2012 Ford Edge SEL

Tinton Falls, NJ

UnscoredInsufficient · 4
$2,799224,651 mi

Comparison: 4 similar vehicles

Tinton Falls, NJ

2013 Nissan Pathfinder SV

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

2013 Nissan Pathfinder SV

Tinton Falls, NJ

UnscoredLimited · 14
$2,850195,359 mi

Comparison: 14 similar vehicles

Tinton Falls, NJ

2002 Chevrolet TrailBlazer LS

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

2002 Chevrolet TrailBlazer LS

Manville, NJ

UnscoredLimited · 5
$2,85092,952 mi

Comparison: 5 similar vehicles

Manville, NJ

2007 Cadillac Escalade Base

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

2007 Cadillac Escalade Base

Plainfield, NJ

UnscoredInsufficient · 3
$2,890Mileage not verified

Comparison: 3 similar vehicles

Plainfield, NJ

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Toms River, NJ

UnscoredLimited · 8
$2,895187,528 mi

Comparison: 8 similar vehicles

Toms River, NJ

2006 Toyota Highlander Limited Hybrid

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

2006 Toyota Highlander Limited Hybrid

Maple Shade, NJ

UnscoredLimited · 7
$2,910314,742 mi

Comparison: 7 similar vehicles

Maple Shade, NJ

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Burlington, NJ

UnscoredModerate · 22
$2,950186,100 mi

Comparison: 22 similar vehicles

Burlington, NJ

2011 Land Rover Range Rover Sport HSE

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

2011 Land Rover Range Rover Sport HSE

Tinton Falls, NJ

UnscoredLimited · 17
$2,975224,093 mi

Comparison: 17 similar vehicles

Tinton Falls, NJ

2005 Lincoln Aviator Luxury

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

2005 Lincoln Aviator Luxury

Tinton Falls, NJ

UnscoredInsufficient · 0
$2,975152,213 mi

Tinton Falls, NJ

2007 Mercury Mountaineer Premier

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

2007 Mercury Mountaineer Premier

South Amboy, NJ

UnscoredLimited · 11
$2,990160,686 mi

Comparison: 11 similar vehicles

South Amboy, NJ

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Neptune City, NJ

UnscoredModerate · 42
$2,995230,090 mi

Comparison: 42 similar vehicles

Neptune City, NJ

2014 Volkswagen Tiguan S

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

2014 Volkswagen Tiguan S

Wrightstown, NJ

UnscoredInsufficient · 4
$2,995109,937 mi

Comparison: 4 similar vehicles

Wrightstown, NJ

2012 Nissan Murano SL

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

2012 Nissan Murano SL

Wrightstown, NJ

UnscoredLimited · 8
$2,99596,422 mi

Comparison: 8 similar vehicles

Wrightstown, NJ

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

2008 Hyundai Santa Fe GLS

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

2008 Hyundai Santa Fe GLS

Brick Township, NJ

UnscoredInsufficient · 4
$2,995207,001 mi

Comparison: 4 similar vehicles

Brick Township, NJ

2008 Lexus RX 400h

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

2008 Lexus RX 400h

Neptune City, NJ

UnscoredInsufficient · 4
$2,995208,452 mi

Comparison: 4 similar vehicles

Neptune City, 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 · 12
$2,995134,009 mi

Comparison: 12 similar vehicles

Brooklyn, NY

2006 Jeep Grand Cherokee Laredo

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

2006 Jeep Grand Cherokee Laredo

Burlington, NJ

UnscoredInsufficient · 4
$2,995219,476 mi

Comparison: 4 similar vehicles

Burlington, NJ

2002 Nissan Pathfinder LE

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

2002 Nissan Pathfinder LE

Montgomery, NJ

UnscoredInsufficient · 0
$2,995216,124 mi

Montgomery, NJ

2008 Toyota RAV4 Base

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

2008 Toyota RAV4 Base

Jackson Township, NJ

UnscoredLimited · 5
$2,998172,371 mi

Comparison: 5 similar vehicles

Jackson Township, NJ

2006 BMW X5 3.0i

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

2006 BMW X5 3.0i

Ocean Township, NJ

UnscoredLimited · 5
$2,998181,285 mi

Comparison: 5 similar vehicles

Ocean Township, NJ

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Trenton, NJ

UnscoredLimited · 6
$2,999212,134 mi

Comparison: 6 similar vehicles

Trenton, NJ

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Ewing Township, NJ

UnscoredLimited · 7
$2,999201,552 mi

Comparison: 7 similar vehicles

Ewing Township, NJ

2011 Mazda CX-7 i Sport

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

2011 Mazda CX-7 i Sport

Linden, NJ

UnscoredLimited · 5
$2,999170,000 mi

Comparison: 5 similar vehicles

Linden, NJ

2009 Subaru Forester 2.5X Limited

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

2009 Subaru Forester 2.5X Limited

Trenton, NJ

UnscoredLimited · 9
$2,999179,046 mi

Comparison: 9 similar vehicles

Trenton, NJ

2009 Mazda CX-9 Grand Touring AWD

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

2009 Mazda CX-9 Grand Touring AWD

Bordentown, NJ

UnscoredInsufficient · 0
$2,999235,663 mi

Bordentown, NJ

2009 Suzuki SX4 Crossover Base

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

2009 Suzuki SX4 Crossover Base

Hamilton Township, NJ

UnscoredInsufficient · 0
$2,999157,974 mi

Hamilton Township, NJ

2007 Cadillac Escalade ESV Base

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

2007 Cadillac Escalade ESV Base

Burlington, NJ

UnscoredInsufficient · 0
$2,999225,175 mi

Burlington, NJ

2007 Honda CR-V EX-L

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

2007 Honda CR-V EX-L

Roselle, NJ

UnscoredLimited · 6
$2,999198,655 mi

Comparison: 6 similar vehicles

Roselle, NJ

2006 Honda CR-V SE

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

2006 Honda CR-V SE

Trenton, NJ

UnscoredLimited · 7
$2,999270,204 mi

Comparison: 7 similar vehicles

Trenton, NJ

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Ewing Township, NJ

UnscoredLimited · 8
$2,999233,381 mi

Comparison: 8 similar vehicles

Ewing Township, NJ

2004 Nissan Armada LE

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

2004 Nissan Armada LE

Burlington, NJ

UnscoredInsufficient · 3
$2,999175,821 mi

Comparison: 3 similar vehicles

Burlington, NJ

2002 Chevrolet Tahoe LS

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

2002 Chevrolet Tahoe LS

Jamesburg, NJ

UnscoredLimited · 7
$2,999165,320 mi

Comparison: 7 similar vehicles

Jamesburg, NJ

2007 Cadillac Escalade Base

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

2007 Cadillac Escalade Base

Burlington, NJ

UnscoredLimited · 6
$3,000201,768 mi

Comparison: 6 similar vehicles

Burlington, 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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