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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 · November 6, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

217 listings found

2004 BMW 3 Series 325

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

2004 BMW 3 Series 325

Jamesburg, NJ

Unscored
$2,800169,680 mi

Comparison: 5 similar vehicles

Jamesburg, NJ

2009 Toyota Corolla XRS

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

2009 Toyota Corolla XRS

Jamesburg, NJ

UnscoredInsufficient · 0
$2,999236,722 mi

Jamesburg, NJ

1999 Ford F-250 Super Duty XL

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

1999 Ford F-250 Super Duty XL

Jamesburg, NJ

UnscoredInsufficient · 0
$3,500301,872 mi

Jamesburg, NJ

2010 Volvo XC60 3.2

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

2010 Volvo XC60 3.2

Jamesburg, NJ

UnscoredInsufficient · 3
$3,995144,916 mi

Comparison: 3 similar vehicles

Jamesburg, NJ

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Jamesburg, NJ

Salvage title
$3,999145,288 mi

Jamesburg, NJ

2012 Mazda MAZDA6 i Touring

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

2012 Mazda MAZDA6 i Touring

Jamesburg, NJ

UnscoredInsufficient · 0
$3,999164,931 mi

Jamesburg, NJ

2010 Toyota Camry SE

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

2010 Toyota Camry SE

Jamesburg, NJ

Unscored
$3,999177,469 mi

Comparison: 8 similar vehicles

Jamesburg, NJ

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Jamesburg, NJ

Unscored
$3,999174,068 mi

Comparison: 8 similar vehicles

Jamesburg, NJ

2013 Hyundai Santa Fe GLS

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

2013 Hyundai Santa Fe GLS

Jamesburg, NJ

Unscored
$4,500155,268 mi

Comparison: 9 similar vehicles

Jamesburg, NJ

2009 Toyota Yaris Base

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

2009 Toyota Yaris Base

Jamesburg, NJ

UnscoredInsufficient · 3
$4,500119,350 mi

Comparison: 3 similar vehicles

Jamesburg, NJ

2016 Hyundai Sonata Hybrid Base

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

2016 Hyundai Sonata Hybrid Base

Jamesburg, NJ

Unscored
$4,700152,764 mi

Comparison: 9 similar vehicles

Jamesburg, NJ

2008 Hyundai Santa Fe Limited

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

2008 Hyundai Santa Fe Limited

Jamesburg, NJ

UnscoredInsufficient · 0
$4,99959,764 mi

Jamesburg, NJ

2007 Hummer H3 Base

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

2007 Hummer H3 Base

Jamesburg, NJ

UnscoredInsufficient · 3
$4,999163,926 mi

Comparison: 3 similar vehicles

Jamesburg, NJ

2019 Mitsubishi Outlander Sport SE

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

2019 Mitsubishi Outlander Sport SE

Jamesburg, NJ

UnscoredInsufficient · 3
$5,500110,740 mi

Comparison: 3 similar vehicles

Jamesburg, NJ

2014 Ford Explorer Utility Police Interceptor

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

2014 Ford Explorer Utility Police Interceptor

Jamesburg, NJ

Unscored
$5,50078,321 mi

Comparison: 5 similar vehicles

Jamesburg, NJ

2009 INFINITI G Convertible 37 Sport

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

2009 INFINITI G Convertible 37 Sport

Jamesburg, NJ

UnscoredInsufficient · 0
$5,500154,663 mi

Jamesburg, NJ

2007 Toyota Prius Base

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

2007 Toyota Prius Base

Jamesburg, NJ

Unscored
$5,500123,499 mi

Comparison: 12 similar vehicles

Jamesburg, NJ

2004 Toyota 4Runner SR5

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

2004 Toyota 4Runner SR5

Jamesburg, NJ

Unscored
$5,500138,809 mi

Comparison: 6 similar vehicles

Jamesburg, NJ

2011 Honda Odyssey EX

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

2011 Honda Odyssey EX

Jamesburg, NJ

Unscored
$5,700159,084 mi

Comparison: 13 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

Jamesburg, NJ

Unscored
$5,995148,482 mi

Comparison: 30 similar vehicles

Jamesburg, NJ

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Jamesburg, NJ

Unscored
$5,995121,256 mi

Comparison: 5 similar vehicles

Jamesburg, NJ

2004 Acura RSX Base

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

2004 Acura RSX Base

Jamesburg, NJ

UnscoredInsufficient · 0
$5,995128,738 mi

Jamesburg, NJ

1999 Lincoln Town Car SIGNATURE

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

1999 Lincoln Town Car SIGNATURE

Jamesburg, NJ

UnscoredInsufficient · 0
$5,99584,638 mi

Jamesburg, NJ

2012 Nissan Pathfinder S

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

2012 Nissan Pathfinder S

Jamesburg, NJ

UnscoredInsufficient · 4
$5,999127,383 mi

Comparison: 4 similar vehicles

Jamesburg, NJ

2012 Mercedes-Benz C-Class C350 Sport

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

2012 Mercedes-Benz C-Class C350 Sport

Jamesburg, NJ

UnscoredInsufficient · 0
$5,999144,462 mi

Jamesburg, NJ

2008 Toyota RAV4 Base

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

2008 Toyota RAV4 Base

Jamesburg, NJ

Unscored
$5,999143,748 mi

Comparison: 7 similar vehicles

Jamesburg, NJ

2012 Nissan Xterra S

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

2012 Nissan Xterra S

Jamesburg, NJ

UnscoredInsufficient · 3
$6,300134,404 mi

Comparison: 3 similar vehicles

Jamesburg, NJ

2014 Jeep Cherokee Trailhawk

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

2014 Jeep Cherokee Trailhawk

Jamesburg, NJ

Unscored
$6,500125,117 mi

Comparison: 18 similar vehicles

Jamesburg, NJ

2010 INFINITI G Sedan Anniversary Edition

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

2010 INFINITI G Sedan Anniversary Edition

Jamesburg, NJ

UnscoredInsufficient · 0
$6,500145,208 mi

Jamesburg, NJ

2013 Honda CR-V LX

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

2013 Honda CR-V LX

Jamesburg, NJ

Unscored
$6,995171,418 mi

Comparison: 44 similar vehicles

Jamesburg, NJ

2010 Toyota Venza Base

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

2010 Toyota Venza Base

Jamesburg, NJ

Unscored
$6,995138,181 mi

Comparison: 5 similar vehicles

Jamesburg, NJ

2019 Ford Escape SE

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

2019 Ford Escape SE

Jamesburg, NJ

Fair PriceRobust · 74
$6,999119,261 mi

Market: $5,484 – $16,995

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Jamesburg, NJ

2019 Toyota Corolla LE

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

2019 Toyota Corolla LE

Jamesburg, NJ

Unscored
$6,999183,419 mi

Comparison: 9 similar vehicles

Jamesburg, NJ

2018 Acura RDX Base

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

2018 Acura RDX Base

Jamesburg, NJ

Salvage title
$6,999153,423 mi

Jamesburg, NJ

2017 GMC Acadia SLE-2

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

2017 GMC Acadia SLE-2

Jamesburg, NJ

Unscored
$6,999133,183 mi

Comparison: 5 similar vehicles

Jamesburg, NJ

2017 Toyota Camry SE

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

2017 Toyota Camry SE

Jamesburg, NJ

Unscored
$6,999169,567 mi

Comparison: 10 similar vehicles

Jamesburg, NJ

2017 Kia Optima EX Plug-In Hybrid

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

2017 Kia Optima EX Plug-In Hybrid

Jamesburg, NJ

UnscoredInsufficient · 0
$6,999114,774 mi

Jamesburg, NJ

2015 Mazda CX-5 Sport

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

2015 Mazda CX-5 Sport

Jamesburg, NJ

Unscored
$6,999153,040 mi

Comparison: 6 similar vehicles

Jamesburg, NJ

2014 Mazda MAZDA6 i Touring

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

2014 Mazda MAZDA6 i Touring

Jamesburg, NJ

Unscored
$6,999135,011 mi

Comparison: 26 similar vehicles

Jamesburg, NJ

2014 BMW 3 Series 320i

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

2014 BMW 3 Series 320i

Jamesburg, NJ

Unscored
$6,999112,568 mi

Comparison: 9 similar vehicles

Jamesburg, NJ

2012 Honda Civic LX

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

2012 Honda Civic LX

Jamesburg, NJ

Unscored
$6,999134,336 mi

Comparison: 49 similar vehicles

Jamesburg, NJ

2012 Acura MDX Technology Package

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

2012 Acura MDX Technology Package

Jamesburg, NJ

Unscored
$6,999129,018 mi

Comparison: 7 similar vehicles

Jamesburg, NJ

2011 INFINITI M 37

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

2011 INFINITI M 37

Jamesburg, NJ

Unscored
$6,999159,394 mi

Comparison: 7 similar vehicles

Jamesburg, NJ

2011 INFINITI G Sedan 25x

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

2011 INFINITI G Sedan 25x

Jamesburg, NJ

Unscored
$6,999142,840 mi

Comparison: 9 similar vehicles

Jamesburg, NJ

2010 Honda CR-V EX

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

2010 Honda CR-V EX

Jamesburg, NJ

Unscored
$6,999140,096 mi

Comparison: 13 similar vehicles

Jamesburg, NJ

2009 Lexus IS 250

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

2009 Lexus IS 250

Jamesburg, NJ

Unscored
$6,999125,941 mi

Comparison: 5 similar vehicles

Jamesburg, NJ

2003 Toyota 4Runner Limited

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

2003 Toyota 4Runner Limited

Jamesburg, NJ

Unscored
$6,999162,482 mi

Comparison: 5 similar vehicles

Jamesburg, NJ

2014 Dodge Avenger R/T

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

2014 Dodge Avenger R/T

Jamesburg, NJ

UnscoredInsufficient · 0
$7,49578,024 mi

Jamesburg, NJ

2015 Mazda MAZDA6 i Sport

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

2015 Mazda MAZDA6 i Sport

Jamesburg, NJ

UnscoredInsufficient · 0
$7,500129,694 mi

Jamesburg, NJ

2010 Toyota Prius III

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

2010 Toyota Prius III

Jamesburg, NJ

UnscoredInsufficient · 4
$7,700117,041 mi

Comparison: 4 similar vehicles

Jamesburg, NJ

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 recently 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.
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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