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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 13, 2026

7.2M+

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

388 listings found

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Berlin, NJ

UnscoredInsufficient · 3
$1,994148,086 mi

Comparison: 3 similar vehicles

Berlin, NJ

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Berlin, NJ

Unscored
$2,394183,939 mi

Comparison: 5 similar vehicles

Berlin, NJ

2004 Nissan Maxima SL

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

2004 Nissan Maxima SL

Berlin, NJ

UnscoredInsufficient · 0
$2,950133,065 mi

Berlin, NJ

2000 Toyota Avalon XL

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

2000 Toyota Avalon XL

Berlin, NJ

Unscored
$2,950223,461 mi

Comparison: 5 similar vehicles

Berlin, NJ

2012 Kia Sportage LX

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

2012 Kia Sportage LX

Berlin, NJ

UnscoredInsufficient · 4
$3,694212,457 mi

Comparison: 4 similar vehicles

Berlin, NJ

2013 Hyundai Tucson GLS

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

2013 Hyundai Tucson GLS

Berlin, NJ

UnscoredInsufficient · 4
$3,995209,850 mi

Comparison: 4 similar vehicles

Berlin, NJ

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Berlin, NJ

Unscored
$4,500129,197 mi

Comparison: 17 similar vehicles

Berlin, NJ

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Berlin, NJ

Unscored
$4,500108,702 mi

Comparison: 5 similar vehicles

Berlin, NJ

2011 Nissan Altima SR

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

2011 Nissan Altima SR

Berlin, NJ

UnscoredInsufficient · 3
$4,995126,352 mi

Comparison: 3 similar vehicles

Berlin, NJ

2008 Mazda MAZDA3 i Sport

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

2008 Mazda MAZDA3 i Sport

Berlin, NJ

UnscoredInsufficient · 0
$4,995151,005 mi

Berlin, NJ

2013 Kia Rio LX

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

2013 Kia Rio LX

Berlin, NJ

UnscoredInsufficient · 3
$5,294117,830 mi

Comparison: 3 similar vehicles

Berlin, NJ

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Berlin, NJ

Unscored
$5,500143,575 mi

Comparison: 16 similar vehicles

Berlin, NJ

2017 Chevrolet Equinox Premier

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

2017 Chevrolet Equinox Premier

Berlin, NJ

UnscoredInsufficient · 3
$5,500145,301 mi

Comparison: 3 similar vehicles

Berlin, NJ

2013 Jeep Compass Sport

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

2013 Jeep Compass Sport

Berlin, NJ

Unscored
$5,694101,914 mi

Comparison: 7 similar vehicles

Berlin, NJ

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Berlin, NJ

Unscored
$5,900126,757 mi

Comparison: 15 similar vehicles

Berlin, NJ

2013 Volkswagen CC R-Line

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

2013 Volkswagen CC R-Line

Berlin, NJ

Unscored
$5,900145,690 mi

Comparison: 18 similar vehicles

Berlin, NJ

2014 Scion xB Base

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

2014 Scion xB Base

Berlin, NJ

Unscored
$5,990160,442 mi

Comparison: 6 similar vehicles

Berlin, NJ

2007 Ford Focus ZX4 S

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

2007 Ford Focus ZX4 S

Berlin, NJ

UnscoredInsufficient · 0
$5,991211,219 mi

Berlin, NJ

2003 Nissan Maxima GLE

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

2003 Nissan Maxima GLE

Berlin, NJ

UnscoredInsufficient · 0
$5,991192,689 mi

Berlin, NJ

2013 Mazda MAZDA3 i Touring

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

2013 Mazda MAZDA3 i Touring

Berlin, NJ

UnscoredInsufficient · 4
$5,995170,631 mi

Comparison: 4 similar vehicles

Berlin, NJ

2013 Hyundai Accent GLS

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

2013 Hyundai Accent GLS

Berlin, NJ

Fair PriceModerate · 40
$5,99594,379 mi

Market: $4,550 – $9,990

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Berlin, NJ

2011 GMC Canyon SLE

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

2011 GMC Canyon SLE

Berlin, NJ

UnscoredInsufficient · 0
$6,394145,071 mi

Berlin, NJ

2016 Volkswagen Jetta Sport

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

2016 Volkswagen Jetta Sport

Berlin, NJ

Fair PriceRobust · 51
$6,500116,619 mi

Market: $4,200 – $14,499

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Berlin, NJ

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Berlin, NJ

Fair PriceLimited · 11
$6,59489,931 mi

Market: $2,195 – $12,999

Comparison: 11 similar vehicles

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

Berlin, NJ

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Berlin, NJ

UnscoredInsufficient · 4
$6,843110,966 mi

Comparison: 4 similar vehicles

Berlin, NJ

2018 Buick Cascada Premium

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

2018 Buick Cascada Premium

Berlin, NJ

UnscoredInsufficient · 0
$6,900131,511 mi

Berlin, NJ

2014 BMW 3 Series 328i

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

2014 BMW 3 Series 328i

Berlin, NJ

Unscored
$6,900149,399 mi

Comparison: 8 similar vehicles

Berlin, NJ

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Berlin, NJ

Unscored
$6,900226,749 mi

Comparison: 17 similar vehicles

Berlin, NJ

2015 Chevrolet Malibu 1LZ

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

2015 Chevrolet Malibu 1LZ

Berlin, NJ

UnscoredInsufficient · 3
$6,991204,522 mi

Comparison: 3 similar vehicles

Berlin, NJ

2006 Honda Accord EX

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

2006 Honda Accord EX

Berlin, NJ

Unscored
$6,991203,538 mi

Comparison: 23 similar vehicles

Berlin, NJ

2006 Acura MDX Touring Package

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

2006 Acura MDX Touring Package

Berlin, NJ

Unscored
$6,991228,999 mi

Comparison: 5 similar vehicles

Berlin, NJ

2006 Acura TSX Base

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

2006 Acura TSX Base

Berlin, NJ

Unscored
$6,991245,115 mi

Comparison: 8 similar vehicles

Berlin, NJ

2013 Toyota Corolla LE

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

2013 Toyota Corolla LE

Berlin, NJ

UnscoredInsufficient · 4
$6,994171,117 mi

Comparison: 4 similar vehicles

Berlin, NJ

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Berlin, NJ

Unscored
$6,995136,191 mi

Comparison: 12 similar vehicles

Berlin, NJ

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Berlin, NJ

Fair PriceLimited · 11
$6,99591,060 mi

Market: $1,900 – $12,990

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

Berlin, NJ

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Berlin, NJ

Unscored
$6,995142,942 mi

Comparison: 22 similar vehicles

Berlin, NJ

2015 Subaru Forester i

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

2015 Subaru Forester i

Berlin, NJ

Fair PriceLimited · 19
$6,995107,482 mi

Market: $6,495 – $15,390

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Berlin, NJ

2000 BMW Z3 Base

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

2000 BMW Z3 Base

Berlin, NJ

Unscored
$6,99596,000 mi

Comparison: 26 similar vehicles

Berlin, NJ

2007 Volkswagen New Beetle Triple White

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

2007 Volkswagen New Beetle Triple White

Berlin, NJ

UnscoredInsufficient · 0
$7,09499,882 mi

Berlin, 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

Berlin, NJ

Unscored
$7,24397,135 mi

Comparison: 7 similar vehicles

Berlin, NJ

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Berlin, NJ

Unscored
$7,396122,247 mi

Comparison: 13 similar vehicles

Berlin, NJ

2019 Ford Fiesta SE

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

2019 Ford Fiesta SE

Berlin, NJ

Fair PriceLimited · 18
$7,69493,034 mi

Market: $4,995 – $10,998

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Berlin, NJ

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Berlin, NJ

Fair PriceLimited · 13
$7,800100,369 mi

Market: $3,400 – $11,080

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 294 days listed (based on current market benchmarks)

Berlin, NJ

2008 Honda Ridgeline RTL

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

2008 Honda Ridgeline RTL

Berlin, NJ

Unscored
$7,850255,411 mi

Comparison: 10 similar vehicles

Berlin, NJ

2004 Dodge Ram 1500 Pickup ST

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

2004 Dodge Ram 1500 Pickup ST

Berlin, NJ

UnscoredInsufficient · 4
$7,850143,167 mi

Comparison: 4 similar vehicles

Berlin, NJ

2008 Nissan Xterra S

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

2008 Nissan Xterra S

Berlin, NJ

UnscoredInsufficient · 4
$7,859144,097 mi

Comparison: 4 similar vehicles

Berlin, NJ

2018 Kia Sedona LX

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

2018 Kia Sedona LX

Berlin, NJ

UnscoredInsufficient · 4
$7,991289,898 mi

Comparison: 4 similar vehicles

Berlin, NJ

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Berlin, NJ

UnscoredInsufficient · 4
$7,991171,994 mi

Comparison: 4 similar vehicles

Berlin, NJ

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Berlin, NJ

UnscoredInsufficient · 4
$7,991179,000 mi

Comparison: 4 similar vehicles

Berlin, NJ

2007 Toyota Yaris Base

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

2007 Toyota Yaris Base

Berlin, NJ

OverpricedLimited · 12
$7,991244,899 mi

Market: $2,995 – $6,598

Comparison: 12 similar vehicles

Priced ~21% above the typical market range for similar vehicles (based on current market benchmarks)

Berlin, 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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