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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 9, 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

45 listings found

2007 Hyundai Santa Fe Limited

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

2007 Hyundai Santa Fe Limited

Berkeley Township, NJ

Unscored
$4,298185,770 mi

Comparison: 7 similar vehicles

Berkeley Township, NJ

2010 Kia Sportage LX

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

2010 Kia Sportage LX

Berkeley Township, NJ

Unscored
$4,595221,534 mi

Comparison: 7 similar vehicles

Berkeley Township, NJ

2007 Nissan Armada LE

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

2007 Nissan Armada LE

Berkeley Township, NJ

UnscoredInsufficient · 4
$4,849192,774 mi

Comparison: 4 similar vehicles

Berkeley Township, NJ

2008 Hyundai Santa Fe GLS

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

2008 Hyundai Santa Fe GLS

Berkeley Township, NJ

Unscored
$5,498177,345 mi

Comparison: 14 similar vehicles

Berkeley Township, NJ

2009 Chevrolet Malibu 1LS

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

2009 Chevrolet Malibu 1LS

Berkeley Township, NJ

UnscoredInsufficient · 4
$5,555144,261 mi

Comparison: 4 similar vehicles

Berkeley Township, NJ

2014 Dodge Dart GT

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

2014 Dodge Dart GT

Berkeley Township, NJ

UnscoredInsufficient · 0
$5,749122,252 mi

Berkeley Township, NJ

2017 Subaru Impreza Base

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

2017 Subaru Impreza Base

Berkeley Township, NJ

Unscored
$6,149210,389 mi

Comparison: 88 similar vehicles

Berkeley Township, NJ

2013 Ford Escape SE

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

2013 Ford Escape SE

Berkeley Township, NJ

Unscored
$6,149171,974 mi

Comparison: 57 similar vehicles

Berkeley Township, NJ

2011 Honda Pilot EX

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

2011 Honda Pilot EX

Berkeley Township, NJ

Unscored
$6,149201,397 mi

Comparison: 21 similar vehicles

Berkeley Township, NJ

2010 BMW X5 xDrive30i

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

2010 BMW X5 xDrive30i

Berkeley Township, NJ

UnscoredInsufficient · 0
$6,188126,509 mi

Berkeley Township, NJ

2007 BMW 3 Series 328xi

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

2007 BMW 3 Series 328xi

Berkeley Township, NJ

Unscored
$6,288125,613 mi

Comparison: 14 similar vehicles

Berkeley Township, NJ

2012 Toyota Venza LE

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

2012 Toyota Venza LE

Berkeley Township, NJ

Unscored
$6,349226,212 mi

Comparison: 6 similar vehicles

Berkeley Township, NJ

2004 Toyota RAV4 Base

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

2004 Toyota RAV4 Base

Berkeley Township, NJ

Unscored
$6,495146,867 mi

Comparison: 9 similar vehicles

Berkeley Township, NJ

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Berkeley Township, NJ

UnscoredInsufficient · 4
$6,498215,186 mi

Comparison: 4 similar vehicles

Berkeley Township, NJ

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Berkeley Township, NJ

Unscored
$6,498159,267 mi

Comparison: 54 similar vehicles

Berkeley Township, NJ

2013 BMW 3 Series 335i

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

2013 BMW 3 Series 335i

Berkeley Township, NJ

Unscored
$6,549191,731 mi

Comparison: 32 similar vehicles

Berkeley Township, NJ

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Berkeley Township, NJ

Fair PriceModerate · 27
$6,555101,742 mi

Market: $3,299 – $15,488

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 193 days listed (based on current market benchmarks)

Berkeley Township, NJ

2010 Toyota Prius I

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

2010 Toyota Prius I

Berkeley Township, NJ

Unscored
$6,688184,493 mi

Comparison: 27 similar vehicles

Berkeley Township, NJ

2009 Mitsubishi Outlander ES

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

2009 Mitsubishi Outlander ES

Berkeley Township, NJ

UnscoredInsufficient · 0
$6,988125,033 mi

Berkeley Township, NJ

2013 Kia Rio 5-Door EX

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

2013 Kia Rio 5-Door EX

Berkeley Township, NJ

UnscoredInsufficient · 4
$6,99880,786 mi

Comparison: 4 similar vehicles

Berkeley Township, NJ

2009 Lexus ES 350

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

2009 Lexus ES 350

Berkeley Township, NJ

Unscored
$6,998278,784 mi

Comparison: 28 similar vehicles

Berkeley Township, NJ

2008 Toyota Highlander Limited Hybrid

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

2008 Toyota Highlander Limited Hybrid

Berkeley Township, NJ

UnscoredInsufficient · 3
$7,198183,447 mi

Comparison: 3 similar vehicles

Berkeley Township, NJ

2010 Ford Explorer XLT

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

2010 Ford Explorer XLT

Berkeley Township, NJ

Unscored
$7,388126,789 mi

Comparison: 16 similar vehicles

Berkeley Township, NJ

2006 Ford Econoline Wagon XLT

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

2006 Ford Econoline Wagon XLT

Berkeley Township, NJ

UnscoredInsufficient · 0
$7,425134,930 mi

Berkeley Township, NJ

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Berkeley Township, NJ

Salvage title
$7,495204,022 mi

Berkeley Township, NJ

2017 Volkswagen Tiguan Wolfsburg Edition

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

2017 Volkswagen Tiguan Wolfsburg Edition

Berkeley Township, NJ

Unscored
$7,549169,080 mi

Comparison: 84 similar vehicles

Berkeley Township, NJ

2010 Honda Odyssey EX

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

2010 Honda Odyssey EX

Berkeley Township, NJ

Unscored
$7,988139,726 mi

Comparison: 16 similar vehicles

Berkeley Township, NJ

2014 Volkswagen Tiguan SE

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

2014 Volkswagen Tiguan SE

Berkeley Township, NJ

Unscored
$8,29895,669 mi

Comparison: 8 similar vehicles

Berkeley Township, NJ

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Berkeley Township, NJ

Unscored
$8,349147,755 mi

Comparison: 67 similar vehicles

Berkeley Township, NJ

2011 Mercedes-Benz C-Class C300 Sport

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

2011 Mercedes-Benz C-Class C300 Sport

Berkeley Township, NJ

Fair PriceModerate · 20
$8,49887,811 mi

Market: $5,200 – $8,999

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 365 days listed (based on current market benchmarks)

Berkeley Township, NJ

2018 Ford Escape SE

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

2018 Ford Escape SE

Berkeley Township, NJ

Unscored
$8,788125,525 mi

Comparison: 5 similar vehicles

Berkeley Township, NJ

2011 Toyota Venza Base

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

2011 Toyota Venza Base

Berkeley Township, NJ

Unscored
$8,888170,671 mi

Comparison: 24 similar vehicles

Berkeley Township, NJ

2010 Land Rover Range Rover HSE

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

2010 Land Rover Range Rover HSE

Berkeley Township, NJ

UnscoredInsufficient · 3
$8,888161,329 mi

Comparison: 3 similar vehicles

Berkeley Township, NJ

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Berkeley Township, NJ

UnscoredInsufficient · 3
$8,998168,580 mi

Comparison: 3 similar vehicles

Berkeley Township, NJ

2016 Jeep Compass High Altitude

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

2016 Jeep Compass High Altitude

Berkeley Township, NJ

Fair PriceModerate · 32
$9,99573,230 mi

Market: $3,000 – $15,495

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Berkeley Township, NJ

2019 Honda Fit LX

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

2019 Honda Fit LX

Berkeley Township, NJ

Salvage title
$11,49551,107 mi

Berkeley Township, NJ

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Berkeley Township, NJ

Unscored
$12,555191,594 mi

Comparison: 32 similar vehicles

Berkeley Township, NJ

2011 BMW 7 Series 750i

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

2011 BMW 7 Series 750i

Berkeley Township, NJ

UnscoredInsufficient · 0
$17,98844,214 mi

Berkeley Township, NJ

2002 Mercedes-Benz E-Class E320

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

2002 Mercedes-Benz E-Class E320

Berkeley Township, NJ

UnscoredInsufficient · 0
$17,99550,575 mi

Berkeley Township, NJ

2000 Ford F-550

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

2000 Ford F-550

Berkeley Township, NJ

UnscoredInsufficient · 0
$19,89534,640 mi

Berkeley Township, NJ

2000 Chevrolet Corvette Base

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

2000 Chevrolet Corvette Base

Berkeley Township, NJ

Unscored
$19,89556,444 mi

Comparison: 6 similar vehicles

Berkeley Township, NJ

1999 Chevrolet Camaro Z28

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

1999 Chevrolet Camaro Z28

Berkeley Township, NJ

UnscoredInsufficient · 0
$19,99513,558 mi

Berkeley Township, NJ

1989 Mercedes-Benz 560

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

1989 Mercedes-Benz 560

Berkeley Township, NJ

UnscoredInsufficient · 0
$22,49572,068 mi

Berkeley Township, NJ

2013 Toyota Land Cruiser Base

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

2013 Toyota Land Cruiser Base

Berkeley Township, NJ

UnscoredInsufficient · 4
$33,495136,960 mi

Comparison: 4 similar vehicles

Berkeley Township, NJ

2003 Chevrolet Corvette Z06

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

2003 Chevrolet Corvette Z06

Berkeley Township, NJ

UnscoredInsufficient · 0
$34,99527,321 mi

Berkeley Township, 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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