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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

2,092 listings found

No Photo

2008 Honda Civic EX-L

Bridgeport, CT

UnscoredLimited · 5
$2,100206,541 mi

Comparison: 5 similar vehicles

Bridgeport, CT

2010 Nissan Altima S

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

2010 Nissan Altima S

Passaic, NJ

UnscoredModerate · 20
$2,350181,491 mi

Comparison: 20 similar vehicles

Passaic, NJ

2010 Kia Forte Koup SX

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

2010 Kia Forte Koup SX

Fair Lawn, NJ

UnscoredInsufficient · 0
$2,999163,217 mi

Fair Lawn, NJ

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Newark, NJ

UnscoredLimited · 15
$3,000159,461 mi

Comparison: 15 similar vehicles

Newark, NJ

2005 Scion tC Base

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

2005 Scion tC Base

Island Park, NY

UnscoredInsufficient · 0
$3,450221,973 mi

Island Park, NY

2005 Honda Civic EX

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

2005 Honda Civic EX

Hasbrouck Heights, NJ

UnscoredInsufficient · 4
$3,595147,981 mi

Comparison: 4 similar vehicles

Hasbrouck Heights, NJ

2010 Nissan Altima S

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

2010 Nissan Altima S

Staten Island, NY

UnscoredModerate · 24
$3,900121,029 mi

Comparison: 24 similar vehicles

Staten Island, NY

2012 Honda Civic LX

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

2012 Honda Civic LX

Lodi, NJ

UnscoredModerate · 49
$3,995202,065 mi

Comparison: 49 similar vehicles

Lodi, NJ

2006 Ford Mustang Deluxe

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

2006 Ford Mustang Deluxe

Milford, CT

UnscoredInsufficient · 0
$3,995184,622 mi

Milford, CT

2010 Audi A5 Premium

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

2010 Audi A5 Premium

Hasbrouck Heights, NJ

UnscoredInsufficient · 4
$3,999160,283 mi

Comparison: 4 similar vehicles

Hasbrouck Heights, NJ

2008 BMW 3 Series 328xi

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

2008 BMW 3 Series 328xi

Fair Lawn, NJ

UnscoredInsufficient · 4
$3,999186,333 mi

Comparison: 4 similar vehicles

Fair Lawn, NJ

2000 Chevrolet Monte Carlo LS

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

2000 Chevrolet Monte Carlo LS

Mount Sinai, NY

UnscoredInsufficient · 0
$4,444121,856 mi

Mount Sinai, NY

2011 Audi A5 Premium

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

2011 Audi A5 Premium

Rosedale, NY

UnscoredLimited · 10
$4,495134,788 mi

Comparison: 10 similar vehicles

Rosedale, NY

2012 Honda Accord EX-L V6

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

2012 Honda Accord EX-L V6

Lodi, NJ

UnscoredLimited · 11
$4,785201,389 mi

Comparison: 11 similar vehicles

Lodi, NJ

2002 Ford Mustang Premium

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

2002 Ford Mustang Premium

Ridgefield, CT

UnscoredInsufficient · 0
$4,900113,218 mi

Ridgefield, CT

2011 Nissan Altima S

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

2011 Nissan Altima S

Bronx, NY

UnscoredLimited · 10
$4,995194,189 mi

Comparison: 10 similar vehicles

Bronx, NY

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Inwood, NY

UnscoredLimited · 9
$4,995163,105 mi

Comparison: 9 similar vehicles

Inwood, NY

2004 Toyota Camry Solara SE

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

2004 Toyota Camry Solara SE

Yonkers, NY

UnscoredInsufficient · 0
$4,999131,454 mi

Yonkers, NY

2014 Hyundai Elantra Coupe Base

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

2014 Hyundai Elantra Coupe Base

Jersey City, NJ

UnscoredInsufficient · 3
$5,295116,955 mi

Comparison: 3 similar vehicles

Jersey City, NJ

2006 Toyota Camry Solara SE

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

2006 Toyota Camry Solara SE

Bloomfield, NJ

UnscoredLimited · 6
$5,29998,964 mi

Comparison: 6 similar vehicles

Bloomfield, NJ

2013 Nissan Altima Coupe S

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

2013 Nissan Altima Coupe S

Paterson, NJ

UnscoredLimited · 12
$5,495155,260 mi

Comparison: 12 similar vehicles

Paterson, NJ

2007 Honda Civic LX

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

2007 Honda Civic LX

Milford, CT

UnscoredInsufficient · 3
$5,495106,685 mi

Comparison: 3 similar vehicles

Milford, CT

2012 Honda Civic LX

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

2012 Honda Civic LX

East Rutherford, NJ

UnscoredRobust · 56
$5,590156,435 mi

Comparison: 56 similar vehicles

East Rutherford, NJ

2010 Nissan Altima S

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

2010 Nissan Altima S

Garfield, NJ

Fair PriceModerate · 20
$5,70089,475 mi

Market: $1,800 – $6,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Garfield, NJ

2006 Toyota Camry Solara SE

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

2006 Toyota Camry Solara SE

Ansonia, CT

UnscoredLimited · 6
$5,878191,165 mi

Comparison: 6 similar vehicles

Ansonia, CT

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Hasbrouck Heights, NJ

UnscoredLimited · 5
$5,900159,800 mi

Comparison: 5 similar vehicles

Hasbrouck Heights, NJ

2009 INFINITI G Coupe 37x

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

2009 INFINITI G Coupe 37x

Newark, NJ

UnscoredInsufficient · 3
$5,900166,001 mi

Comparison: 3 similar vehicles

Newark, NJ

2013 Honda Accord LX-S

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

2013 Honda Accord LX-S

Elmwood Park, NJ

UnscoredInsufficient · 4
$5,985175,034 mi

Comparison: 4 similar vehicles

Elmwood Park, NJ

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

Branford, CT

UnscoredLimited · 8
$5,990152,428 mi

Comparison: 8 similar vehicles

Branford, CT

2009 Honda Accord LX-S

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

2009 Honda Accord LX-S

Rutherford, NJ

UnscoredInsufficient · 0
$5,995171,290 mi

Rutherford, NJ

2005 Ford Mustang Deluxe

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

2005 Ford Mustang Deluxe

Lodi, NJ

UnscoredInsufficient · 4
$5,995138,090 mi

Comparison: 4 similar vehicles

Lodi, NJ

2004 Honda Accord EX

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

2004 Honda Accord EX

Yonkers, NY

UnscoredLimited · 9
$5,995171,230 mi

Comparison: 9 similar vehicles

Yonkers, NY

2011 Audi A5 Premium

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

2011 Audi A5 Premium

Newark, NJ

UnscoredLimited · 12
$5,998132,359 mi

Comparison: 12 similar vehicles

Newark, NJ

2012 Honda Civic LX

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

2012 Honda Civic LX

Hackensack, NJ

UnscoredRobust · 56
$5,999120,888 mi

Comparison: 56 similar vehicles

Hackensack, NJ

2006 Honda Civic LX

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

2006 Honda Civic LX

Lodi, NJ

UnscoredLimited · 9
$6,244134,680 mi

Comparison: 9 similar vehicles

Lodi, NJ

2007 Mitsubishi Eclipse GS

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

2007 Mitsubishi Eclipse GS

Island Park, NY

UnscoredInsufficient · 0
$6,40051,017 mi

Island Park, NY

2014 MINI Cooper S

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

2014 MINI Cooper S

Brooklyn, NY

UnscoredLimited · 5
$6,450208,510 mi

Comparison: 5 similar vehicles

Brooklyn, NY

2005 Toyota Camry Solara Sport

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

2005 Toyota Camry Solara Sport

Hicksville, NY

UnscoredInsufficient · 0
$6,45078,438 mi

Hicksville, NY

2013 Scion tC Base

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

2013 Scion tC Base

Paterson, NJ

UnscoredLimited · 7
$6,495111,121 mi

Comparison: 7 similar vehicles

Paterson, NJ

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Hasbrouck Heights, NJ

UnscoredInsufficient · 3
$6,500155,869 mi

Comparison: 3 similar vehicles

Hasbrouck Heights, NJ

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Jersey City, NJ

Fair PriceModerate · 29
$6,500120,000 mi

Market: $2,500 – $7,995

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Jersey City, NJ

2008 Honda Civic LX

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

2008 Honda Civic LX

Yonkers, NY

UnscoredLimited · 11
$6,500161,810 mi

Comparison: 11 similar vehicles

Yonkers, NY

2006 Hyundai Tiburon GS

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

2006 Hyundai Tiburon GS

Lawrence, NY

UnscoredInsufficient · 0
$6,50063,320 mi

Lawrence, NY

2011 Audi A5 Premium

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

2011 Audi A5 Premium

Jersey City, NJ

Fair PriceLimited · 12
$6,66883,939 mi

Market: $4,000 – $10,544

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Jersey City, NJ

2011 Dodge Challenger SE

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

2011 Dodge Challenger SE

Jersey City, NJ

UnscoredInsufficient · 0
$6,894169,189 mi

Jersey City, NJ

2000 Cadillac Eldorado ESC

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

2000 Cadillac Eldorado ESC

Milford, CT

UnscoredInsufficient · 0
$6,99069,085 mi

Milford, CT

2013 Chevrolet Camaro 2LS

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

2013 Chevrolet Camaro 2LS

Lodi, NJ

UnscoredInsufficient · 3
$6,997209,739 mi

Comparison: 3 similar vehicles

Lodi, NJ

2011 Audi A5 Premium

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

2011 Audi A5 Premium

Lodi, NJ

Fair PriceLimited · 12
$6,99787,948 mi

Market: $4,000 – $10,544

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Lodi, NJ

2015 Honda Civic LX

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

2015 Honda Civic LX

Paterson, NJ

UnscoredModerate · 45
$6,999209,671 mi

Comparison: 45 similar vehicles

Paterson, NJ

2014 Honda Accord EX

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

2014 Honda Accord EX

Bloomfield, NJ

UnscoredLimited · 12
$6,999167,657 mi

Comparison: 12 similar vehicles

Bloomfield, 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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