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 16, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

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

2007 Chevrolet Malibu LS

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

2007 Chevrolet Malibu LS

Paterson, NJ

UnscoredInsufficient · 0
$1,350160,528 mi

Paterson, NJ

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 · 15
$1,800248,745 mi

Comparison: 15 similar vehicles

Passaic, NJ

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Passaic, NJ

UnscoredLimited · 5
$1,900198,717 mi

Comparison: 5 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

2007 Mitsubishi Endeavor SE

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

2007 Mitsubishi Endeavor SE

Passaic, NJ

UnscoredInsufficient · 0
$1,950228,353 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

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
$1,990147,282 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 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 · 5
$1,995146,892 mi

Comparison: 5 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

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

2007 Chrysler Aspen Limited

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

2007 Chrysler Aspen Limited

Ansonia, CT

UnscoredInsufficient · 0
$1,999156,334 mi

Ansonia, CT

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

1998 Ford Econoline

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

1998 Ford Econoline

Ansonia, CT

UnscoredInsufficient · 0
$1,999Mileage not verified

Ansonia, CT

1982 Chevrolet Unknown

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

1982 Chevrolet Unknown

Ansonia, CT

UnscoredInsufficient · 0
$1,99930,042 mi

Ansonia, CT

2014 Chevrolet Traverse LS

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

2014 Chevrolet Traverse LS

Paterson, NJ

UnscoredInsufficient · 4
$2,000179,108 mi

Comparison: 4 similar vehicles

Paterson, 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

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Paterson, NJ

UnscoredLimited · 6
$2,000119,388 mi

Comparison: 6 similar vehicles

Paterson, NJ

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Paterson, NJ

UnscoredLimited · 10
$2,000154,467 mi

Comparison: 10 similar vehicles

Paterson, NJ

2007 Honda Fit Sport

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

2007 Honda Fit Sport

Hasbrouck Heights, NJ

UnscoredInsufficient · 3
$2,020186,527 mi

Comparison: 3 similar vehicles

Hasbrouck Heights, NJ

2009 Volvo XC90 3.2

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

2009 Volvo XC90 3.2

Passaic, NJ

UnscoredInsufficient · 4
$2,100162,333 mi

Comparison: 4 similar vehicles

Passaic, NJ

No Photo

2008 Honda Civic EX-L

Bridgeport, CT

UnscoredLimited · 6
$2,100206,541 mi

Comparison: 6 similar vehicles

Bridgeport, CT

2016 Kia Soul Base

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

2016 Kia Soul Base

Paterson, NJ

UnscoredLimited · 6
$2,200144,980 mi

Comparison: 6 similar vehicles

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

2007 Honda Accord EX

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

2007 Honda Accord EX

Elmwood Park, NJ

UnscoredInsufficient · 4
$2,250330,828 mi

Comparison: 4 similar vehicles

Elmwood Park, NJ

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

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

1993 Toyota Camry

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

1993 Toyota Camry

Waterbury, CT

UnscoredInsufficient · 0
$2,388180,000 mi

Waterbury, CT

2001 Buick Regal LS

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

2001 Buick Regal LS

Waterbury, CT

UnscoredInsufficient · 0
$2,395103,045 mi

Waterbury, CT

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

2012 Volkswagen Tiguan S

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

2012 Volkswagen Tiguan S

Paterson, NJ

UnscoredLimited · 10
$2,400123,497 mi

Comparison: 10 similar vehicles

Paterson, NJ

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Lodi, NJ

UnscoredInsufficient · 4
$2,477223,063 mi

Comparison: 4 similar vehicles

Lodi, NJ

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

UnscoredLimited · 16
$2,490181,491 mi

Comparison: 16 similar vehicles

Passaic, NJ

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 · 7
$2,495190,889 mi

Comparison: 7 similar vehicles

Naugatuck, CT

2009 Chevrolet Malibu 1LT

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

2009 Chevrolet Malibu 1LT

Bronx, NY

UnscoredLimited · 11
$2,495178,111 mi

Comparison: 11 similar vehicles

Bronx, NY

2008 Honda Accord EX V6

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

2008 Honda Accord EX V6

Passaic, NJ

UnscoredInsufficient · 3
$2,495161,000 mi

Comparison: 3 similar vehicles

Passaic, NJ

2003 Toyota Matrix XR

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

2003 Toyota Matrix XR

Paterson, NJ

UnscoredInsufficient · 0
$2,495229,103 mi

Paterson, NJ

1991 Honda Civic

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

1991 Honda Civic

Waterbury, CT

UnscoredInsufficient · 0
$2,49596,000 mi

Waterbury, CT

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 · 3
$2,497123,152 mi

Comparison: 3 similar vehicles

Lodi, 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
$2,498256,368 mi

Comparison: 8 similar vehicles

New Haven, CT

2013 GMC Terrain SLE-2

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

2013 GMC Terrain SLE-2

Hackensack, NJ

UnscoredLimited · 5
$2,499125,280 mi

Comparison: 5 similar vehicles

Hackensack, NJ

2013 Kia Sportage LX

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

2013 Kia Sportage LX

Hackensack, NJ

UnscoredLimited · 17
$2,499200,196 mi

Comparison: 17 similar vehicles

Hackensack, NJ

2007 Hyundai Santa Fe GLS

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

2007 Hyundai Santa Fe GLS

New Haven, CT

UnscoredLimited · 7
$2,499194,700 mi

Comparison: 7 similar vehicles

New Haven, CT

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 · 7
$2,499212,190 mi

Comparison: 7 similar vehicles

Hasbrouck Heights, NJ

2015 Chevrolet Traverse LS

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

2015 Chevrolet Traverse LS

Paterson, NJ

UnscoredLimited · 15
$2,500163,839 mi

Comparison: 15 similar vehicles

Paterson, NJ

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Paterson, NJ

UnscoredModerate · 29
$2,500113,941 mi

Comparison: 29 similar vehicles

Paterson, 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 · 26
$2,50098,269 mi

Market: $2,500 – $8,499

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 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 · 10
$2,500125,899 mi

Comparison: 10 similar vehicles

Paterson, NJ

2013 Kia Rio 5-Door LX

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

2013 Kia Rio 5-Door LX

Paterson, NJ

UnscoredLimited · 5
$2,50097,214 mi

Comparison: 5 similar vehicles

Paterson, 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 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 manage their profile, 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, exports, and enhanced merchandising.
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.