Skip to main content
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 27, 2026

6.1M+

Unique vehicles analyzed

as of October 27, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

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

2004 Ford Explorer NBX

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

2004 Ford Explorer NBX

New York, NY

UnscoredInsufficient · 0
$1,200181,173 mi

New York, NY

2015 Nissan Pathfinder S

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

2015 Nissan Pathfinder S

New York, NY

UnscoredLimited · 16
$1,500161,692 mi

Comparison: 16 similar vehicles

New York, NY

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Hasbrouck Heights, NJ

UnscoredLimited · 7
$1,500159,432 mi

Comparison: 7 similar vehicles

Hasbrouck Heights, NJ

2007 Chrysler PT Cruiser Base

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

2007 Chrysler PT Cruiser Base

Lodi, NJ

UnscoredInsufficient · 4
$1,500207,193 mi

Comparison: 4 similar vehicles

Lodi, 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
$1,500197,465 mi

Comparison: 4 similar vehicles

Atlantic Highlands, NJ

2015 Nissan Versa Sedan S Plus

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

2015 Nissan Versa Sedan S Plus

Springfield Gardens, NY

UnscoredLimited · 5
$1,585Mileage not verified

Comparison: 5 similar vehicles

Springfield Gardens, NY

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

New York, NY

UnscoredLimited · 18
$1,750140,196 mi

Comparison: 18 similar vehicles

New York, NY

2003 Toyota Matrix XR

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

2003 Toyota Matrix XR

Island Park, NY

UnscoredInsufficient · 0
$1,750185,128 mi

Island Park, NY

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

Saddle Brook, NJ

UnscoredLimited · 16
$1,800248,745 mi

Comparison: 16 similar vehicles

Saddle Brook, 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
$1,886121,068 mi

Jersey City, NJ

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 · 3
$1,895147,282 mi

Comparison: 3 similar vehicles

Passaic, NJ

2007 Mitsubishi Endeavor SE

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

2007 Mitsubishi Endeavor SE

Saddle Brook, NJ

UnscoredInsufficient · 0
$1,895228,353 mi

Saddle Brook, NJ

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Saddle Brook, NJ

UnscoredLimited · 7
$1,900197,000 mi

Comparison: 7 similar vehicles

Saddle Brook, 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

2006 Dodge Grand Caravan SE

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

2006 Dodge Grand Caravan SE

Island Park, NY

UnscoredInsufficient · 0
$1,950172,422 mi

Island Park, NY

2003 Toyota Camry LE

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

2003 Toyota Camry LE

New York, NY

UnscoredModerate · 20
$1,950136,080 mi

Comparison: 20 similar vehicles

New York, NY

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

New York, NY

UnscoredLimited · 9
$1,975176,969 mi

Comparison: 9 similar vehicles

New York, NY

2012 Volkswagen CC Sport

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

2012 Volkswagen CC Sport

New York, NY

UnscoredLimited · 7
$1,975144,034 mi

Comparison: 7 similar vehicles

New York, NY

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Massapequa, NY

UnscoredModerate · 29
$1,982228,743 mi

Comparison: 29 similar vehicles

Massapequa, NY

2007 GMC Acadia SLT1

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

2007 GMC Acadia SLT1

Passaic, NJ

UnscoredInsufficient · 0
$1,990190,000 mi

Passaic, NJ

2010 Nissan Versa S

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

2010 Nissan Versa S

Bronx, NY

Salvage title
$1,995Mileage not verified

Bronx, NY

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 · 9
$1,995195,131 mi

Comparison: 9 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

2005 Chrysler Pacifica Touring

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

2005 Chrysler Pacifica Touring

Yonkers, NY

UnscoredInsufficient · 0
$1,995Mileage not verified

Yonkers, NY

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

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 · 7
$1,997384,868 mi

Comparison: 7 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

UnscoredModerate · 21
$1,998307,360 mi

Comparison: 21 similar vehicles

Newark, NJ

2011 Ford Ranger XL

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

2011 Ford Ranger XL

Ansonia, CT

UnscoredInsufficient · 4
$1,999Mileage not verified

Comparison: 4 similar vehicles

Ansonia, CT

2004 Acura MDX Touring Package

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

2004 Acura MDX Touring Package

Brooklyn, NY

UnscoredLimited · 5
$1,999212,105 mi

Comparison: 5 similar vehicles

Brooklyn, NY

2002 Mercedes-Benz M-Class ML 320

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

2002 Mercedes-Benz M-Class ML 320

Yonkers, NY

UnscoredInsufficient · 0
$1,999Mileage not verified

Yonkers, NY

1982 Chevrolet

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

1982 Chevrolet

Ansonia, CT

UnscoredInsufficient · 0
$1,99930,042 mi

Ansonia, CT

2013 Nissan Rogue S

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

2013 Nissan Rogue S

New York, NY

UnscoredModerate · 21
$2,000167,882 mi

Comparison: 21 similar vehicles

New York, NY

2009 Toyota Sienna LE

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

2009 Toyota Sienna LE

Elmhurst, NY

UnscoredLimited · 7
$2,000300,897 mi

Comparison: 7 similar vehicles

Elmhurst, NY

No Photo

2008 Honda Civic EX-L

Bridgeport, CT

UnscoredLimited · 5
$2,100206,541 mi

Comparison: 5 similar vehicles

Bridgeport, CT

2013 Nissan Rogue S

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

2013 Nissan Rogue S

New York, NY

UnscoredModerate · 21
$2,150120,130 mi

Comparison: 21 similar vehicles

New York, NY

2009 Nissan Rogue SL

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

2009 Nissan Rogue SL

New York, NY

Fair PriceLimited · 14
$2,150104,312 mi

Market: $1,800 – $5,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

New York, NY

2004 Nissan Sentra 1.8 S

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

2004 Nissan Sentra 1.8 S

Paterson, NJ

UnscoredInsufficient · 4
$2,150120,000 mi

Comparison: 4 similar vehicles

Paterson, NJ

2010 Nissan Altima S

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

2010 Nissan Altima S

Saddle Brook, NJ

UnscoredLimited · 16
$2,190181,000 mi

Comparison: 16 similar vehicles

Saddle Brook, NJ

2006 Chevrolet Malibu LT

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

2006 Chevrolet Malibu LT

Danbury, CT

UnscoredLimited · 5
$2,199145,419 mi

Comparison: 5 similar vehicles

Danbury, CT

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 · 0
$2,250130,979 mi

Island Park, NY

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
$2,295197,391 mi

Comparison: 8 similar vehicles

Jersey City, 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 · 8
$2,298256,368 mi

Comparison: 8 similar vehicles

New Haven, CT

2004 Honda Odyssey EX

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

2004 Honda Odyssey EX

Island Park, NY

UnscoredLimited · 6
$2,350117,507 mi

Comparison: 6 similar vehicles

Island Park, NY

1999 Ford Econoline Van COMMERCIAL

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

1999 Ford Econoline Van COMMERCIAL

Corona, NY

UnscoredInsufficient · 0
$2,350249,805 mi

Corona, NY

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

2010 Toyota Camry LE

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

2010 Toyota Camry LE

New York, NY

UnscoredModerate · 21
$2,450241,010 mi

Comparison: 21 similar vehicles

New York, NY

2008 Acura MDX Technology Package

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

2008 Acura MDX Technology Package

Little Ferry, NJ

UnscoredInsufficient · 3
$2,450269,998 mi

Comparison: 3 similar vehicles

Little Ferry, 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

Massapequa, NY

UnscoredRobust · 55
$2,482200,001 mi

Comparison: 55 similar vehicles

Massapequa, NY

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

Springfield Gardens, NY

UnscoredInsufficient · 3
$2,485Mileage not verified

Comparison: 3 similar vehicles

Springfield Gardens, 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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.