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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 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

14,584 listings found

2003 Ford Taurus SES

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

2003 Ford Taurus SES

Atlantic Highlands, NJ

UnscoredInsufficient · 4
$1,500197,465 mi

Comparison: 4 similar vehicles

Atlantic Highlands, NJ

2010 Volkswagen Jetta SE

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

2010 Volkswagen Jetta SE

Wrightstown, NJ

UnscoredLimited · 6
$1,995109,698 mi

Comparison: 6 similar vehicles

Wrightstown, NJ

2007 Volkswagen Jetta Wolfsburg Edition

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

2007 Volkswagen Jetta Wolfsburg Edition

Wrightstown, NJ

UnscoredLimited · 7
$1,995119,352 mi

Comparison: 7 similar vehicles

Wrightstown, NJ

2005 Mercedes-Benz C-Class C240 4Matic

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

2005 Mercedes-Benz C-Class C240 4Matic

Wrightstown, NJ

UnscoredInsufficient · 4
$1,995116,270 mi

Comparison: 4 similar vehicles

Wrightstown, NJ

2003 Ford Taurus SES

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

2003 Ford Taurus SES

Atlantic Highlands, NJ

UnscoredInsufficient · 4
$1,995197,465 mi

Comparison: 4 similar vehicles

Atlantic Highlands, NJ

2001 Hyundai Sonata GLS

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

2001 Hyundai Sonata GLS

Brick Township, NJ

UnscoredInsufficient · 0
$1,995156,515 mi

Brick Township, NJ

2009 Mazda MAZDA6 i Grand Touring

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

2009 Mazda MAZDA6 i Grand Touring

Elizabeth, NJ

UnscoredInsufficient · 3
$1,999204,000 mi

Comparison: 3 similar vehicles

Elizabeth, NJ

2006 Ford Focus ZX4 SE

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

2006 Ford Focus ZX4 SE

Lakewood, NJ

UnscoredInsufficient · 0
$1,999172,709 mi

Lakewood, NJ

2006 Toyota Corolla CE

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

2006 Toyota Corolla CE

Plainfield, NJ

UnscoredInsufficient · 3
$1,999Mileage not verified

Comparison: 3 similar vehicles

Plainfield, NJ

2006 Honda Accord SE

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

2006 Honda Accord SE

Trenton, NJ

UnscoredLimited · 11
$2,000201,988 mi

Comparison: 11 similar vehicles

Trenton, NJ

2006 Audi A4 Base

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

2006 Audi A4 Base

Wrightstown, NJ

UnscoredLimited · 10
$2,295136,247 mi

Comparison: 10 similar vehicles

Wrightstown, NJ

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Burlington, NJ

UnscoredModerate · 21
$2,395233,514 mi

Comparison: 21 similar vehicles

Burlington, NJ

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Burlington, NJ

UnscoredLimited · 5
$2,399227,630 mi

Comparison: 5 similar vehicles

Burlington, NJ

2000 Toyota Camry CE

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

2000 Toyota Camry CE

Brick Township, NJ

UnscoredInsufficient · 3
$2,484273,008 mi

Comparison: 3 similar vehicles

Brick Township, NJ

2001 Volvo S40 Base

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

2001 Volvo S40 Base

Philadelphia, PA

UnscoredInsufficient · 0
$2,489170,555 mi

Philadelphia, PA

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Staten Island, NY

UnscoredModerate · 30
$2,494155,178 mi

Comparison: 30 similar vehicles

Staten Island, NY

2011 Honda Accord LX-P

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

2011 Honda Accord LX-P

Linden, NJ

UnscoredInsufficient · 4
$2,499330,000 mi

Comparison: 4 similar vehicles

Linden, NJ

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Trenton, NJ

UnscoredInsufficient · 4
$2,499176,774 mi

Comparison: 4 similar vehicles

Trenton, NJ

2010 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

Trenton, NJ

UnscoredInsufficient · 3
$2,499169,858 mi

Comparison: 3 similar vehicles

Trenton, NJ

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Roselle, NJ

UnscoredInsufficient · 3
$2,499212,113 mi

Comparison: 3 similar vehicles

Roselle, NJ

2007 Chevrolet Impala LS

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

2007 Chevrolet Impala LS

Linden, NJ

UnscoredInsufficient · 4
$2,499185,982 mi

Comparison: 4 similar vehicles

Linden, NJ

2004 Volkswagen Passat GLX

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

2004 Volkswagen Passat GLX

Bordentown, NJ

UnscoredInsufficient · 0
$2,499154,250 mi

Bordentown, NJ

2012 Suzuki Kizashi SE

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

2012 Suzuki Kizashi SE

Burlington, NJ

UnscoredInsufficient · 0
$2,500127,160 mi

Burlington, NJ

2010 Nissan Altima S

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

2010 Nissan Altima S

Burlington, NJ

UnscoredLimited · 12
$2,500178,115 mi

Comparison: 12 similar vehicles

Burlington, NJ

2005 Mercedes-Benz C-Class C240 4Matic

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

2005 Mercedes-Benz C-Class C240 4Matic

Burlington, NJ

UnscoredInsufficient · 4
$2,500191,091 mi

Comparison: 4 similar vehicles

Burlington, NJ

No Photo

2003 Honda Accord LX

Delran, NJ

UnscoredLimited · 12
$2,500234,501 mi

Comparison: 12 similar vehicles

Delran, NJ

2011 Chrysler 200 Limited

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

2011 Chrysler 200 Limited

East Brunswick, NJ

UnscoredLimited · 6
$2,600197,417 mi

Comparison: 6 similar vehicles

East Brunswick, NJ

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Hamilton Township, NJ

UnscoredInsufficient · 3
$2,600166,495 mi

Comparison: 3 similar vehicles

Hamilton Township, NJ

2015 Dodge Dart SXT

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

2015 Dodge Dart SXT

Morrisville, PA

UnscoredInsufficient · 4
$2,700127,050 mi

Comparison: 4 similar vehicles

Morrisville, PA

2011 Chevrolet Cruze LTZ

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

2011 Chevrolet Cruze LTZ

Bordentown, NJ

UnscoredLimited · 7
$2,700141,198 mi

Comparison: 7 similar vehicles

Bordentown, NJ

2009 Nissan Altima S

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

2009 Nissan Altima S

East Brunswick, NJ

UnscoredLimited · 7
$2,800208,826 mi

Comparison: 7 similar vehicles

East Brunswick, NJ

2007 Hyundai Elantra GLS

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

2007 Hyundai Elantra GLS

Burlington, NJ

UnscoredInsufficient · 3
$2,895162,475 mi

Comparison: 3 similar vehicles

Burlington, NJ

2011 Kia Optima Hybrid

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

2011 Kia Optima Hybrid

Bordentown, NJ

UnscoredInsufficient · 0
$2,899141,159 mi

Bordentown, NJ

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Eagleswood, NJ

UnscoredLimited · 12
$2,900203,335 mi

Comparison: 12 similar vehicles

Eagleswood, NJ

2010 Nissan Altima S

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

2010 Nissan Altima S

Hamilton Township, NJ

UnscoredModerate · 21
$2,900168,329 mi

Comparison: 21 similar vehicles

Hamilton Township, NJ

2009 Volvo S40 2.4i

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

2009 Volvo S40 2.4i

Hamilton Township, NJ

UnscoredInsufficient · 0
$2,900177,057 mi

Hamilton Township, NJ

2008 Ford Crown Victoria Police

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

2008 Ford Crown Victoria Police

Eagleswood, NJ

UnscoredInsufficient · 0
$2,900223,495 mi

Eagleswood, NJ

2006 BMW 7 Series 750Li

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

2006 BMW 7 Series 750Li

Highland Park, NJ

UnscoredLimited · 6
$2,900Mileage not verified

Comparison: 6 similar vehicles

Highland Park, NJ

2005 Chrysler Sebring Base

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

2005 Chrysler Sebring Base

Eagleswood, NJ

UnscoredInsufficient · 0
$2,900101,711 mi

Eagleswood, NJ

2002 Jaguar X-Type Base

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

2002 Jaguar X-Type Base

Inwood, NY

UnscoredInsufficient · 0
$2,90094,000 mi

Inwood, NY

1999 Honda Accord LX

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

1999 Honda Accord LX

East Brunswick, NJ

UnscoredInsufficient · 0
$2,900189,574 mi

East Brunswick, NJ

2005 Buick LeSabre Custom

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

2005 Buick LeSabre Custom

Monroe Township, NJ

UnscoredInsufficient · 0
$2,950154,798 mi

Monroe Township, NJ

2004 Nissan Maxima SL

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

2004 Nissan Maxima SL

Berlin, NJ

UnscoredInsufficient · 3
$2,950133,065 mi

Comparison: 3 similar vehicles

Berlin, NJ

2004 Ford Crown Victoria Standard

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

2004 Ford Crown Victoria Standard

Burlington, NJ

UnscoredInsufficient · 0
$2,987212,842 mi

Burlington, NJ

2004 Toyota Corolla CE

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

2004 Toyota Corolla CE

Neptune City, NJ

UnscoredLimited · 7
$2,990262,769 mi

Comparison: 7 similar vehicles

Neptune City, NJ

2007 Ford Focus ZX4 S

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

2007 Ford Focus ZX4 S

Berlin, NJ

UnscoredInsufficient · 0
$2,991211,219 mi

Berlin, NJ

2003 Nissan Maxima GLE

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

2003 Nissan Maxima GLE

Berlin, NJ

UnscoredInsufficient · 0
$2,991192,689 mi

Berlin, NJ

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Elizabeth, NJ

UnscoredLimited · 9
$2,992182,206 mi

Comparison: 9 similar vehicles

Elizabeth, NJ

2007 Toyota Yaris Base

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

2007 Toyota Yaris Base

Berlin, NJ

UnscoredLimited · 10
$2,992244,899 mi

Comparison: 10 similar vehicles

Berlin, NJ

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Westampton Township, NJ

UnscoredLimited · 5
$2,995165,825 mi

Comparison: 5 similar vehicles

Westampton Township, 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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