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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 10, 2026

7.3M+

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

127 listings found

2006 Honda Accord EX

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

2006 Honda Accord EX

Saddle Brook, NJ

Salvage title
$1,495215,000 mi

Saddle Brook, NJ

2007 Volkswagen Passat 2.0T

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

2007 Volkswagen Passat 2.0T

Saddle Brook, NJ

UnscoredInsufficient · 0
$1,890215,000 mi

Saddle Brook, 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

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

Unscored
$1,990181,000 mi

Comparison: 15 similar vehicles

Saddle Brook, NJ

2008 Hyundai Accent GLS

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

2008 Hyundai Accent GLS

Saddle Brook, NJ

UnscoredInsufficient · 0
$1,990147,000 mi

Saddle Brook, NJ

2005 BMW X5 3.0i

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

2005 BMW X5 3.0i

Saddle Brook, NJ

UnscoredInsufficient · 3
$2,200125,000 mi

Comparison: 3 similar vehicles

Saddle Brook, NJ

2010 Nissan Murano S

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

2010 Nissan Murano S

Saddle Brook, NJ

UnscoredInsufficient · 3
$2,490142,000 mi

Comparison: 3 similar vehicles

Saddle Brook, NJ

2015 Nissan Altima SV

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

2015 Nissan Altima SV

Saddle Brook, NJ

Unscored
$2,990126,000 mi

Comparison: 13 similar vehicles

Saddle Brook, NJ

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Saddle Brook, NJ

UnscoredInsufficient · 4
$2,990184,000 mi

Comparison: 4 similar vehicles

Saddle Brook, 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

Saddle Brook, NJ

UnscoredInsufficient · 3
$2,995185,881 mi

Comparison: 3 similar vehicles

Saddle Brook, 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

Saddle Brook, NJ

UnscoredInsufficient · 4
$2,995162,333 mi

Comparison: 4 similar vehicles

Saddle Brook, NJ

2010 Ford Edge SEL

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

2010 Ford Edge SEL

Saddle Brook, NJ

UnscoredInsufficient · 3
$3,490164,150 mi

Comparison: 3 similar vehicles

Saddle Brook, NJ

2015 Volkswagen Tiguan SEL

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

2015 Volkswagen Tiguan SEL

Saddle Brook, NJ

UnscoredInsufficient · 4
$3,600174,584 mi

Comparison: 4 similar vehicles

Saddle Brook, NJ

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Saddle Brook, NJ

UnscoredInsufficient · 4
$3,600114,121 mi

Comparison: 4 similar vehicles

Saddle Brook, NJ

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

Saddle Brook, NJ

Unscored
$3,795149,520 mi

Comparison: 10 similar vehicles

Saddle Brook, NJ

2014 Nissan Sentra SV

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

2014 Nissan Sentra SV

Saddle Brook, NJ

Unscored
$3,990168,070 mi

Comparison: 12 similar vehicles

Saddle Brook, NJ

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Saddle Brook, NJ

Unscored
$4,500172,000 mi

Comparison: 44 similar vehicles

Saddle Brook, NJ

2014 Lincoln MKX Base

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

2014 Lincoln MKX Base

Saddle Brook, NJ

Unscored
$4,995134,000 mi

Comparison: 16 similar vehicles

Saddle Brook, NJ

2003 BMW 5 Series 530i

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

2003 BMW 5 Series 530i

Saddle Brook, NJ

UnscoredInsufficient · 4
$5,990138,911 mi

Comparison: 4 similar vehicles

Saddle Brook, NJ

2013 Nissan Murano S

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

2013 Nissan Murano S

Saddle Brook, NJ

Unscored
$5,999135,978 mi

Comparison: 5 similar vehicles

Saddle Brook, NJ

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Saddle Brook, NJ

Unscored
$6,700142,163 mi

Comparison: 40 similar vehicles

Saddle Brook, NJ

2013 Mercedes-Benz E-Class E350 Luxury

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

2013 Mercedes-Benz E-Class E350 Luxury

Saddle Brook, NJ

Unscored
$6,950149,786 mi

Comparison: 10 similar vehicles

Saddle Brook, NJ

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Saddle Brook, NJ

Unscored
$6,995100,932 mi

Comparison: 8 similar vehicles

Saddle Brook, NJ

2016 Ford Focus S

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

2016 Ford Focus S

Saddle Brook, NJ

OverpricedLimited · 11
$6,99970,553 mi

Market: $4,600 – $6,888

Comparison: 11 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Saddle Brook, NJ

2015 Dodge Grand Caravan SE

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

2015 Dodge Grand Caravan SE

Saddle Brook, NJ

UnscoredInsufficient · 4
$7,49085,370 mi

Comparison: 4 similar vehicles

Saddle Brook, NJ

2012 Land Rover LR4 Base

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

2012 Land Rover LR4 Base

Saddle Brook, NJ

Fair PriceModerate · 21
$7,499106,227 mi

Market: $4,700 – $13,874

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Saddle Brook, NJ

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Saddle Brook, NJ

Salvage title
$7,900218,580 mi

Saddle Brook, NJ

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Saddle Brook, NJ

UnscoredInsufficient · 4
$7,990117,721 mi

Comparison: 4 similar vehicles

Saddle Brook, NJ

2014 Buick Enclave Leather

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

2014 Buick Enclave Leather

Saddle Brook, NJ

Fair PriceModerate · 23
$7,990100,208 mi

Market: $2,400 – $15,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Saddle Brook, NJ

2020 Chrysler Pacifica Touring L

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

2020 Chrysler Pacifica Touring L

Saddle Brook, NJ

Unscored
$7,995138,004 mi

Comparison: 25 similar vehicles

Saddle Brook, NJ

2017 Cadillac XT5 Luxury

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

2017 Cadillac XT5 Luxury

Saddle Brook, NJ

Unscored
$7,995137,759 mi

Comparison: 10 similar vehicles

Saddle Brook, NJ

2015 INFINITI QX70 Base

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

2015 INFINITI QX70 Base

Saddle Brook, NJ

UnscoredInsufficient · 4
$7,995116,251 mi

Comparison: 4 similar vehicles

Saddle Brook, NJ

2015 Kia Sorento EX

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

2015 Kia Sorento EX

Saddle Brook, NJ

Unscored
$7,999131,918 mi

Comparison: 6 similar vehicles

Saddle Brook, NJ

2013 Buick Verano 1SG

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

2013 Buick Verano 1SG

Saddle Brook, NJ

Unscored
$7,99978,405 mi

Comparison: 6 similar vehicles

Saddle Brook, NJ

2019 Hyundai Sonata SE

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

2019 Hyundai Sonata SE

Saddle Brook, NJ

Fair PriceLimited · 16
$8,20065,031 mi

Market: $5,887 – $23,630

Comparison: 16 similar vehicles

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

Saddle Brook, NJ

2018 Nissan Murano SV

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

2018 Nissan Murano SV

Saddle Brook, NJ

Unscored
$8,499107,993 mi

Comparison: 7 similar vehicles

Saddle Brook, NJ

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Saddle Brook, NJ

Unscored
$8,500127,526 mi

Comparison: 36 similar vehicles

Saddle Brook, NJ

2004 Mercedes-Benz CLK-Class CLK320

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

2004 Mercedes-Benz CLK-Class CLK320

Saddle Brook, NJ

UnscoredInsufficient · 0
$8,99039,621 mi

Saddle Brook, NJ

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Saddle Brook, NJ

Unscored
$8,999125,164 mi

Comparison: 27 similar vehicles

Saddle Brook, NJ

2017 Hyundai Sonata SE

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

2017 Hyundai Sonata SE

Saddle Brook, NJ

Unscored
$8,99993,735 mi

Comparison: 5 similar vehicles

Saddle Brook, NJ

2018 Audi A4 Premium

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

2018 Audi A4 Premium

Saddle Brook, NJ

Unscored
$9,990120,752 mi

Comparison: 7 similar vehicles

Saddle Brook, NJ

2018 Nissan Pathfinder SV

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

2018 Nissan Pathfinder SV

Saddle Brook, NJ

Unscored
$9,999137,150 mi

Comparison: 9 similar vehicles

Saddle Brook, NJ

2016 Volkswagen Tiguan SE

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

2016 Volkswagen Tiguan SE

Saddle Brook, NJ

OverpricedLimited · 10
$9,999104,224 mi

Market: $6,213 – $9,890

Comparison: 10 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Saddle Brook, NJ

2014 BMW 7 Series 750Li

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

2014 BMW 7 Series 750Li

Saddle Brook, NJ

Unscored
$9,999116,302 mi

Comparison: 6 similar vehicles

Saddle Brook, NJ

2016 Honda CR-V LX

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

2016 Honda CR-V LX

Saddle Brook, NJ

Unscored
$10,499149,521 mi

Comparison: 17 similar vehicles

Saddle Brook, NJ

2018 Nissan Altima SR

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

2018 Nissan Altima SR

Saddle Brook, NJ

Unscored
$10,900138,625 mi

Comparison: 9 similar vehicles

Saddle Brook, NJ

2014 Honda Civic EX

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

2014 Honda Civic EX

Saddle Brook, NJ

Unscored
$10,900162,934 mi

Comparison: 12 similar vehicles

Saddle Brook, NJ

2018 Jeep Cherokee Latitude Plus

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

2018 Jeep Cherokee Latitude Plus

Saddle Brook, NJ

UnscoredInsufficient · 3
$10,99088,989 mi

Comparison: 3 similar vehicles

Saddle Brook, NJ

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Saddle Brook, NJ

Fair PriceModerate · 39
$10,999113,020 mi

Market: $8,670 – $17,997

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Saddle Brook, NJ

2018 Jeep Grand Cherokee Limited

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

2018 Jeep Grand Cherokee Limited

Saddle Brook, NJ

Unscored
$10,999124,226 mi

Comparison: 79 similar vehicles

Saddle Brook, NJ

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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