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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 · November 3, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

249 listings found

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

UnscoredInsufficient · 3
$1,800248,745 mi

Comparison: 3 similar vehicles

Passaic, NJ

2007 Ford F-150 STX

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

2007 Ford F-150 STX

Passaic, NJ

UnscoredInsufficient · 3
$1,895200,000 mi

Comparison: 3 similar vehicles

Passaic, NJ

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 · 3
$1,990190,000 mi

Comparison: 3 similar vehicles

Passaic, NJ

2017 Hyundai Elantra GT

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

2017 Hyundai Elantra GT

Passaic, NJ

Unscored
$2,550Mileage not verified

Comparison: 26 similar vehicles

Passaic, NJ

2011 Volvo XC60 3.2

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

2011 Volvo XC60 3.2

Passaic, NJ

UnscoredInsufficient · 3
$2,995185,881 mi

Comparison: 3 similar vehicles

Passaic, NJ

2007 Nissan Armada LE

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

2007 Nissan Armada LE

Passaic, NJ

UnscoredInsufficient · 4
$2,995192,051 mi

Comparison: 4 similar vehicles

Passaic, NJ

2012 Honda Civic EX-L

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

2012 Honda Civic EX-L

Passaic, NJ

UnscoredInsufficient · 3
$3,490163,461 mi

Comparison: 3 similar vehicles

Passaic, 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

Passaic, NJ

Unscored
$3,995165,364 mi

Comparison: 27 similar vehicles

Passaic, NJ

2008 Volvo XC90 3.2

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

2008 Volvo XC90 3.2

Passaic, NJ

Unscored
$3,99582,695 mi

Comparison: 8 similar vehicles

Passaic, NJ

2008 INFINITI G 35

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

2008 INFINITI G 35

Passaic, NJ

Unscored
$3,999170,200 mi

Comparison: 13 similar vehicles

Passaic, NJ

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Passaic, NJ

Fair PriceLimited · 18
$4,589110,100 mi

Market: $2,995 – $8,141

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Passaic, NJ

2007 Ford Econoline Van Commercial

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

2007 Ford Econoline Van Commercial

Passaic, NJ

Unscored
$4,995136,270 mi

Comparison: 8 similar vehicles

Passaic, NJ

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Passaic, NJ

Unscored
$4,999137,960 mi

Comparison: 12 similar vehicles

Passaic, NJ

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

Passaic, NJ

Fair PriceLimited · 12
$4,999110,650 mi

Market: $2,100 – $7,999

Comparison: 12 similar vehicles

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

Passaic, NJ

2012 Kia Forte LX

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

2012 Kia Forte LX

Passaic, NJ

UnscoredInsufficient · 0
$4,999133,944 mi

Passaic, NJ

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Passaic, NJ

Fair PriceModerate · 24
$4,999109,650 mi

Market: $2,600 – $9,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Passaic, NJ

2009 Subaru Legacy I Special Edition

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

2009 Subaru Legacy I Special Edition

Passaic, NJ

Unscored
$5,489106,100 mi

Comparison: 8 similar vehicles

Passaic, NJ

2014 Nissan JUKE SL

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

2014 Nissan JUKE SL

Passaic, NJ

Unscored
$5,495166,329 mi

Comparison: 12 similar vehicles

Passaic, NJ

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Passaic, NJ

Unscored
$5,495144,925 mi

Comparison: 17 similar vehicles

Passaic, NJ

2015 Kia Optima EX

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

2015 Kia Optima EX

Passaic, NJ

Unscored
$5,991135,802 mi

Comparison: 6 similar vehicles

Passaic, NJ

2013 Honda Odyssey EX-L

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

2013 Honda Odyssey EX-L

Passaic, NJ

Unscored
$5,991209,759 mi

Comparison: 10 similar vehicles

Passaic, NJ

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Passaic, NJ

Unscored
$5,995172,000 mi

Comparison: 49 similar vehicles

Passaic, NJ

2016 Nissan Quest SV

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

2016 Nissan Quest SV

Passaic, NJ

UnscoredInsufficient · 4
$5,99599,447 mi

Comparison: 4 similar vehicles

Passaic, NJ

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Passaic, NJ

Unscored
$5,999218,963 mi

Comparison: 22 similar vehicles

Passaic, NJ

2014 Cadillac SRX Premium Collection

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

2014 Cadillac SRX Premium Collection

Passaic, NJ

UnscoredInsufficient · 3
$6,000163,800 mi

Comparison: 3 similar vehicles

Passaic, NJ

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Passaic, NJ

Fair PriceLimited · 12
$6,495102,280 mi

Market: $2,700 – $7,999

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 580 days listed (based on current market benchmarks)

Passaic, NJ

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Passaic, NJ

Unscored
$6,495127,272 mi

Comparison: 8 similar vehicles

Passaic, NJ

2011 Toyota Sienna Base

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

2011 Toyota Sienna Base

Passaic, NJ

UnscoredInsufficient · 4
$6,495207,033 mi

Comparison: 4 similar vehicles

Passaic, NJ

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Passaic, NJ

Fair PriceModerate · 24
$6,499112,455 mi

Market: $2,600 – $9,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Passaic, NJ

2017 Mazda CX-5 Grand Touring

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

2017 Mazda CX-5 Grand Touring

Passaic, NJ

Unscored
$6,991216,381 mi

Comparison: 12 similar vehicles

Passaic, NJ

2017 Audi A4 Premium Plus

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

2017 Audi A4 Premium Plus

Passaic, NJ

Unscored
$6,991162,283 mi

Comparison: 7 similar vehicles

Passaic, NJ

2016 Kia Optima SXL

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

2016 Kia Optima SXL

Passaic, NJ

UnscoredInsufficient · 0
$6,991140,166 mi

Passaic, NJ

2015 Acura RDX Technology Package

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

2015 Acura RDX Technology Package

Passaic, NJ

Unscored
$6,991188,336 mi

Comparison: 15 similar vehicles

Passaic, NJ

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Passaic, NJ

Unscored
$6,995142,163 mi

Comparison: 36 similar vehicles

Passaic, NJ

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Passaic, NJ

Unscored
$6,995133,677 mi

Comparison: 21 similar vehicles

Passaic, NJ

2014 Chrysler Town & Country Touring-L

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

2014 Chrysler Town & Country Touring-L

Passaic, NJ

Unscored
$6,995119,912 mi

Comparison: 5 similar vehicles

Passaic, NJ

2014 Lincoln MKX Base

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

2014 Lincoln MKX Base

Passaic, NJ

Unscored
$6,995134,000 mi

Comparison: 17 similar vehicles

Passaic, NJ

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Passaic, NJ

Unscored
$6,999146,048 mi

Comparison: 15 similar vehicles

Passaic, NJ

2015 Hyundai Accent GLS

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

2015 Hyundai Accent GLS

Passaic, NJ

UnscoredInsufficient · 4
$6,999135,648 mi

Comparison: 4 similar vehicles

Passaic, NJ

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

Passaic, NJ

Unscored
$7,48995,900 mi

Comparison: 8 similar vehicles

Passaic, NJ

2019 Honda HR-V EX

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

2019 Honda HR-V EX

Passaic, NJ

Unscored
$7,491201,776 mi

Comparison: 22 similar vehicles

Passaic, NJ

2015 Kia Optima EX

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

2015 Kia Optima EX

Passaic, NJ

Unscored
$7,495145,401 mi

Comparison: 6 similar vehicles

Passaic, NJ

2012 INFINITI EX 35 Journey

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

2012 INFINITI EX 35 Journey

Passaic, NJ

Unscored
$7,495184,620 mi

Comparison: 7 similar vehicles

Passaic, NJ

2010 Mazda CX-9 Grand Touring

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

2010 Mazda CX-9 Grand Touring

Passaic, NJ

Unscored
$7,495131,498 mi

Comparison: 9 similar vehicles

Passaic, NJ

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Passaic, NJ

Fair PriceModerate · 30
$7,589105,145 mi

Market: $2,500 – $14,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Passaic, NJ

2011 Honda Civic EX

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

2011 Honda Civic EX

Passaic, NJ

Fair PriceLimited · 14
$7,589116,765 mi

Market: $2,988 – $9,497

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Passaic, NJ

2012 Hyundai Sonata SE

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

2012 Hyundai Sonata SE

Passaic, NJ

Unscored
$7,914126,122 mi

Comparison: 5 similar vehicles

Passaic, NJ

2016 Mazda CX-3 Grand Touring

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

2016 Mazda CX-3 Grand Touring

Passaic, NJ

UnscoredInsufficient · 3
$7,991167,161 mi

Comparison: 3 similar vehicles

Passaic, NJ

2016 Mazda CX-9 Touring

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

2016 Mazda CX-9 Touring

Passaic, NJ

Unscored
$7,991182,934 mi

Comparison: 5 similar vehicles

Passaic, NJ

2014 Toyota Sienna LE

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

2014 Toyota Sienna LE

Passaic, NJ

Unscored
$7,991193,233 mi

Comparison: 13 similar vehicles

Passaic, 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 route inbound buyer inquiries and control verified contact information.
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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