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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

29,210 listings found

2000 Honda Civic LX

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

2000 Honda Civic LX

Island Park, NY

UnscoredInsufficient · 4
$1,775107,260 mi

Comparison: 4 similar vehicles

Island Park, NY

2004 Lexus ES 330

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

2004 Lexus ES 330

Passaic, NJ

UnscoredLimited · 16
$1,800248,745 mi

Comparison: 16 similar vehicles

Passaic, NJ

2008 Volkswagen Jetta SE

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

2008 Volkswagen Jetta SE

Yonkers, NY

UnscoredInsufficient · 3
$1,900134,797 mi

Comparison: 3 similar vehicles

Yonkers, NY

2008 Hyundai Accent GLS

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

2008 Hyundai Accent GLS

Passaic, NJ

UnscoredInsufficient · 0
$1,950147,282 mi

Passaic, NJ

2006 Honda Accord EX

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

2006 Honda Accord EX

Passaic, NJ

Salvage title
$1,950215,000 mi

Passaic, NJ

2011 Nissan Sentra SR

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

2011 Nissan Sentra SR

Jersey City, NJ

UnscoredLimited · 8
$1,995197,391 mi

Comparison: 8 similar vehicles

Jersey City, NJ

2007 Honda Accord VP

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

2007 Honda Accord VP

Carlstadt, NJ

UnscoredInsufficient · 3
$1,995200,295 mi

Comparison: 3 similar vehicles

Carlstadt, NJ

2006 Honda Civic LX

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

2006 Honda Civic LX

North Bergen, NJ

UnscoredLimited · 10
$1,995195,131 mi

Comparison: 10 similar vehicles

North Bergen, NJ

2006 Mercury Milan Premier

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

2006 Mercury Milan Premier

Garfield, NJ

UnscoredLimited · 7
$1,995146,892 mi

Comparison: 7 similar vehicles

Garfield, NJ

2010 Mazda MAZDA6 i Touring

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

2010 Mazda MAZDA6 i Touring

Lodi, NJ

UnscoredLimited · 9
$1,997384,868 mi

Comparison: 9 similar vehicles

Lodi, NJ

2005 Toyota Camry Standard

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

2005 Toyota Camry Standard

Newark, NJ

UnscoredInsufficient · 3
$1,998307,360 mi

Comparison: 3 similar vehicles

Newark, NJ

2012 Mitsubishi Lancer ES

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

2012 Mitsubishi Lancer ES

Paterson, NJ

UnscoredInsufficient · 0
$2,000203,354 mi

Paterson, NJ

2008 Hyundai Elantra SE

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

2008 Hyundai Elantra SE

Paterson, NJ

UnscoredLimited · 10
$2,200200,085 mi

Comparison: 10 similar vehicles

Paterson, NJ

2001 Chevrolet Prizm Base

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

2001 Chevrolet Prizm Base

Island Park, NY

UnscoredInsufficient · 3
$2,250130,979 mi

Comparison: 3 similar vehicles

Island Park, NY

2014 Kia Rio LX

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

2014 Kia Rio LX

Paterson, NJ

UnscoredInsufficient · 3
$2,300135,712 mi

Comparison: 3 similar vehicles

Paterson, NJ

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Paterson, NJ

UnscoredLimited · 10
$2,300187,039 mi

Comparison: 10 similar vehicles

Paterson, NJ

2013 Hyundai Accent GLS

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

2013 Hyundai Accent GLS

Totowa, NJ

Salvage title
$2,397151,321 mi

Totowa, NJ

2015 Ford Fusion Titanium

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

2015 Ford Fusion Titanium

Paterson, NJ

UnscoredInsufficient · 4
$2,400245,313 mi

Comparison: 4 similar vehicles

Paterson, NJ

2003 Honda Civic DX

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

2003 Honda Civic DX

Elmhurst, NY

UnscoredInsufficient · 0
$2,400192,407 mi

Elmhurst, NY

2003 Saab 9-5 Linear

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

2003 Saab 9-5 Linear

Plainville, CT

UnscoredInsufficient · 0
$2,490290,890 mi

Plainville, CT

2012 Volkswagen Jetta S

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

2012 Volkswagen Jetta S

Naugatuck, CT

UnscoredLimited · 6
$2,495190,889 mi

Comparison: 6 similar vehicles

Naugatuck, CT

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

Carlstadt, NJ

UnscoredLimited · 10
$2,495178,426 mi

Comparison: 10 similar vehicles

Carlstadt, NJ

2013 Ford Focus SE

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

2013 Ford Focus SE

Newark, NJ

UnscoredLimited · 9
$2,497165,364 mi

Comparison: 9 similar vehicles

Newark, NJ

2005 Ford Focus ZX4 S

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

2005 Ford Focus ZX4 S

Lodi, NJ

UnscoredInsufficient · 0
$2,497123,152 mi

Lodi, NJ

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Totowa, NJ

UnscoredInsufficient · 3
$2,497242,516 mi

Comparison: 3 similar vehicles

Totowa, NJ

2003 Toyota Corolla S

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

2003 Toyota Corolla S

Paterson, NJ

UnscoredInsufficient · 0
$2,497184,589 mi

Paterson, NJ

2007 Honda Civic EX

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

2007 Honda Civic EX

New Haven, CT

UnscoredLimited · 7
$2,498256,368 mi

Comparison: 7 similar vehicles

New Haven, CT

2008 Mercedes-Benz E-Class E350

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

2008 Mercedes-Benz E-Class E350

Bloomfield, NJ

UnscoredLimited · 16
$2,499164,285 mi

Comparison: 16 similar vehicles

Bloomfield, NJ

2005 Toyota Corolla LE

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

2005 Toyota Corolla LE

Hasbrouck Heights, NJ

UnscoredLimited · 6
$2,499212,190 mi

Comparison: 6 similar vehicles

Hasbrouck Heights, NJ

2005 Volkswagen New Jetta 2.5

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

2005 Volkswagen New Jetta 2.5

Newark, NJ

UnscoredInsufficient · 0
$2,499135,000 mi

Newark, NJ

2014 Ford Focus SE

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

2014 Ford Focus SE

Paterson, NJ

Fair PriceModerate · 24
$2,50098,269 mi

Market: $2,500 – $8,499

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Paterson, NJ

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

Paterson, NJ

UnscoredLimited · 5
$2,500125,899 mi

Comparison: 5 similar vehicles

Paterson, NJ

2009 Toyota Camry XLE

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

2009 Toyota Camry XLE

Paterson, NJ

UnscoredInsufficient · 3
$2,500176,121 mi

Comparison: 3 similar vehicles

Paterson, NJ

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Paterson, NJ

UnscoredModerate · 25
$2,600179,163 mi

Comparison: 25 similar vehicles

Paterson, NJ

2005 Mazda MAZDA6 i

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

2005 Mazda MAZDA6 i

Island Park, NY

UnscoredInsufficient · 0
$2,600158,558 mi

Island Park, NY

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Island Park, NY

UnscoredInsufficient · 4
$2,650244,302 mi

Comparison: 4 similar vehicles

Island Park, NY

2002 Honda Accord EX

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

2002 Honda Accord EX

Island Park, NY

UnscoredLimited · 10
$2,700102,191 mi

Comparison: 10 similar vehicles

Island Park, NY

2004 Honda Accord LX

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

2004 Honda Accord LX

Garfield, NJ

UnscoredInsufficient · 3
$2,795163,566 mi

Comparison: 3 similar vehicles

Garfield, NJ

2011 Subaru Legacy I Limited

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

2011 Subaru Legacy I Limited

Paterson, NJ

UnscoredLimited · 7
$2,798210,949 mi

Comparison: 7 similar vehicles

Paterson, NJ

2012 Mazda MAZDA3 i Sport

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

2012 Mazda MAZDA3 i Sport

Bloomfield, NJ

UnscoredLimited · 15
$2,799156,971 mi

Comparison: 15 similar vehicles

Bloomfield, NJ

2014 Kia Forte LX

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

2014 Kia Forte LX

Paterson, NJ

UnscoredInsufficient · 3
$2,800181,137 mi

Comparison: 3 similar vehicles

Paterson, NJ

2002 Toyota Corolla CE

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

2002 Toyota Corolla CE

Jersey City, NJ

UnscoredInsufficient · 0
$2,886181,983 mi

Jersey City, NJ

2001 Chevrolet Prizm Base

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

2001 Chevrolet Prizm Base

Jersey City, NJ

UnscoredInsufficient · 0
$2,886121,068 mi

Jersey City, NJ

2009 Hyundai Sonata SE

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

2009 Hyundai Sonata SE

Bronx, NY

UnscoredModerate · 26
$2,897210,380 mi

Comparison: 26 similar vehicles

Bronx, NY

2013 Nissan Altima Sedan SV

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

2013 Nissan Altima Sedan SV

Belleville, NJ

UnscoredModerate · 22
$2,900193,638 mi

Comparison: 22 similar vehicles

Belleville, NJ

2012 Subaru Legacy I Limited

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

2012 Subaru Legacy I Limited

Island Park, NY

UnscoredLimited · 5
$2,900242,222 mi

Comparison: 5 similar vehicles

Island Park, NY

2006 Honda Civic LX

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

2006 Honda Civic LX

Island Park, NY

UnscoredLimited · 10
$2,900144,873 mi

Comparison: 10 similar vehicles

Island Park, NY

2006 Volkswagen Jetta TDI

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

2006 Volkswagen Jetta TDI

Island Park, NY

UnscoredInsufficient · 0
$2,900218,616 mi

Island Park, NY

2003 Volkswagen Passat GLS

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

2003 Volkswagen Passat GLS

Island Park, NY

UnscoredInsufficient · 3
$2,900170,000 mi

Comparison: 3 similar vehicles

Island Park, NY

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

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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