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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

110 listings found

2002 Toyota Camry XLE

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

2002 Toyota Camry XLE

Hamburg, NJ

UnscoredInsufficient · 0
$3,000211,039 mi

Hamburg, NJ

2006 Mercedes-Benz E-Class E350

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

2006 Mercedes-Benz E-Class E350

Hamburg, NJ

Unscored
$3,495165,725 mi

Comparison: 16 similar vehicles

Hamburg, NJ

2008 Ford Escape Limited

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

2008 Ford Escape Limited

Hamburg, NJ

UnscoredInsufficient · 4
$3,500156,598 mi

Comparison: 4 similar vehicles

Hamburg, NJ

2008 Subaru Outback I Limited

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

2008 Subaru Outback I Limited

Hamburg, NJ

Unscored
$3,500166,388 mi

Comparison: 6 similar vehicles

Hamburg, NJ

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Hamburg, NJ

Unscored
$3,500175,321 mi

Comparison: 40 similar vehicles

Hamburg, NJ

2013 Chevrolet Cruze LTZ

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

2013 Chevrolet Cruze LTZ

Hamburg, NJ

Unscored
$3,995144,720 mi

Comparison: 6 similar vehicles

Hamburg, NJ

2013 Hyundai Accent GS

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

2013 Hyundai Accent GS

Hamburg, NJ

Unscored
$3,995136,240 mi

Comparison: 9 similar vehicles

Hamburg, NJ

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Hamburg, NJ

Fair PriceModerate · 38
$3,99592,096 mi

Market: $1,995 – $11,075

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Hamburg, NJ

2008 BMW 3 Series 328xi

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

2008 BMW 3 Series 328xi

Hamburg, NJ

Unscored
$3,995150,828 mi

Comparison: 9 similar vehicles

Hamburg, NJ

2015 Jeep Renegade Limited

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

2015 Jeep Renegade Limited

Hamburg, NJ

Unscored
$3,999140,801 mi

Comparison: 10 similar vehicles

Hamburg, NJ

2012 Chevrolet Impala LTZ

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

2012 Chevrolet Impala LTZ

Hamburg, NJ

UnscoredInsufficient · 3
$4,500159,254 mi

Comparison: 3 similar vehicles

Hamburg, NJ

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Hamburg, NJ

Unscored
$4,500137,118 mi

Comparison: 33 similar vehicles

Hamburg, NJ

2007 Lincoln MKX Base

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

2007 Lincoln MKX Base

Hamburg, NJ

UnscoredInsufficient · 3
$4,500128,243 mi

Comparison: 3 similar vehicles

Hamburg, NJ

2006 Jaguar XJ Series XJ8 L

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

2006 Jaguar XJ Series XJ8 L

Hamburg, NJ

UnscoredInsufficient · 0
$4,500153,610 mi

Hamburg, 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

Hamburg, NJ

UnscoredInsufficient · 4
$4,999123,561 mi

Comparison: 4 similar vehicles

Hamburg, NJ

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Hamburg, NJ

Fair PriceLimited · 17
$4,999104,023 mi

Market: $1,500 – $11,900

Comparison: 17 similar vehicles

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

Hamburg, NJ

2008 Honda Civic LX

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

2008 Honda Civic LX

Hamburg, NJ

Unscored
$4,999141,342 mi

Comparison: 6 similar vehicles

Hamburg, NJ

2017 Hyundai Sonata SE

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

2017 Hyundai Sonata SE

Hamburg, NJ

Unscored
$5,264156,569 mi

Comparison: 27 similar vehicles

Hamburg, NJ

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Hamburg, NJ

UnscoredInsufficient · 4
$5,500154,147 mi

Comparison: 4 similar vehicles

Hamburg, NJ

2017 Hyundai Accent Value Edition

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

2017 Hyundai Accent Value Edition

Hamburg, NJ

Unscored
$5,500125,405 mi

Comparison: 27 similar vehicles

Hamburg, NJ

2016 Chevrolet Impala Limited 2FL

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

2016 Chevrolet Impala Limited 2FL

Hamburg, NJ

UnscoredInsufficient · 4
$5,500134,599 mi

Comparison: 4 similar vehicles

Hamburg, NJ

2007 Toyota Camry XLE

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

2007 Toyota Camry XLE

Hamburg, NJ

UnscoredInsufficient · 3
$5,500164,075 mi

Comparison: 3 similar vehicles

Hamburg, NJ

2017 Ford Escape SE

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

2017 Ford Escape SE

Hamburg, NJ

Unscored
$5,569147,734 mi

Comparison: 22 similar vehicles

Hamburg, NJ

2014 Ford Focus S

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

2014 Ford Focus S

Hamburg, NJ

UnscoredInsufficient · 0
$5,99557,484 mi

Hamburg, NJ

2017 Nissan Altima S

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

2017 Nissan Altima S

Hamburg, NJ

Unscored
$5,999147,344 mi

Comparison: 5 similar vehicles

Hamburg, NJ

2012 Subaru Forester X Premium Package

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

2012 Subaru Forester X Premium Package

Hamburg, NJ

Unscored
$5,999142,225 mi

Comparison: 5 similar vehicles

Hamburg, NJ

2011 Dodge Nitro SE

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

2011 Dodge Nitro SE

Hamburg, NJ

UnscoredInsufficient · 0
$5,99996,956 mi

Hamburg, NJ

2007 Nissan Xterra X

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

2007 Nissan Xterra X

Hamburg, NJ

UnscoredInsufficient · 3
$5,999144,332 mi

Comparison: 3 similar vehicles

Hamburg, NJ

2018 Ford Escape SE

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

2018 Ford Escape SE

Hamburg, NJ

Fair PriceModerate · 21
$6,485119,077 mi

Market: $5,995 – $12,990

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 157 days listed (based on current market benchmarks)

Hamburg, NJ

2014 Subaru Impreza 2.0I Premium

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

2014 Subaru Impreza 2.0I Premium

Hamburg, NJ

UnscoredInsufficient · 3
$6,49595,376 mi

Comparison: 3 similar vehicles

Hamburg, NJ

2016 Hyundai Elantra GT Base

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

2016 Hyundai Elantra GT Base

Hamburg, NJ

Unscored
$6,500122,007 mi

Comparison: 5 similar vehicles

Hamburg, NJ

2008 INFINITI G 35

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

2008 INFINITI G 35

Hamburg, NJ

Unscored
$6,500136,575 mi

Comparison: 13 similar vehicles

Hamburg, NJ

2018 Jeep Compass Sport

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

2018 Jeep Compass Sport

Hamburg, NJ

Unscored
$6,739141,120 mi

Comparison: 42 similar vehicles

Hamburg, NJ

2007 Kia Rondo EX

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

2007 Kia Rondo EX

Hamburg, NJ

UnscoredInsufficient · 0
$6,90049,012 mi

Hamburg, NJ

2013 Subaru Impreza 2.0I Sport Premium

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

2013 Subaru Impreza 2.0I Sport Premium

Hamburg, NJ

Unscored
$6,950120,771 mi

Comparison: 6 similar vehicles

Hamburg, NJ

2015 BMW i3

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

2015 BMW i3

Hamburg, NJ

UnscoredInsufficient · 0
$6,99578,620 mi

Hamburg, NJ

2015 BMW i3 Giga World

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

2015 BMW i3 Giga World

Hamburg, NJ

UnscoredInsufficient · 0
$6,99534,692 mi

Hamburg, NJ

2014 Honda Civic LX

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

2014 Honda Civic LX

Hamburg, NJ

Unscored
$6,995112,144 mi

Comparison: 9 similar vehicles

Hamburg, NJ

2014 Hyundai Tucson Limited

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

2014 Hyundai Tucson Limited

Hamburg, NJ

Fair PriceModerate · 40
$6,99599,345 mi

Market: $6,790 – $12,600

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Hamburg, NJ

2020 RAM Promaster City SLT

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

2020 RAM Promaster City SLT

Hamburg, NJ

Unscored
$6,999205,182 mi

Comparison: 5 similar vehicles

Hamburg, NJ

2016 Scion iA Base

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

2016 Scion iA Base

Hamburg, NJ

Unscored
$6,999128,082 mi

Comparison: 14 similar vehicles

Hamburg, NJ

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Hamburg, NJ

UnscoredInsufficient · 3
$6,999107,301 mi

Comparison: 3 similar vehicles

Hamburg, NJ

2006 Lexus IS 250

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

2006 Lexus IS 250

Hamburg, NJ

Unscored
$6,999140,717 mi

Comparison: 5 similar vehicles

Hamburg, NJ

2014 Toyota RAV4 XLE

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

2014 Toyota RAV4 XLE

Hamburg, NJ

UnscoredInsufficient · 3
$7,500183,843 mi

Comparison: 3 similar vehicles

Hamburg, NJ

2016 Hyundai Veloster Base

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

2016 Hyundai Veloster Base

Hamburg, NJ

Fair PriceLimited · 18
$7,79495,809 mi

Market: $6,390 – $9,990

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 401 days listed (based on current market benchmarks)

Hamburg, NJ

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Hamburg, NJ

Fair PriceLimited · 13
$7,99568,138 mi

Market: $6,499 – $14,842

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 247 days listed (based on current market benchmarks)

Hamburg, NJ

2014 Cadillac SRX Luxury Collection

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

2014 Cadillac SRX Luxury Collection

Hamburg, NJ

Fair PriceModerate · 29
$7,995111,638 mi

Market: $3,200 – $10,995

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 491 days listed (based on current market benchmarks)

Hamburg, NJ

2014 Acura RLX Technology Package

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

2014 Acura RLX Technology Package

Hamburg, NJ

UnscoredInsufficient · 3
$7,995131,902 mi

Comparison: 3 similar vehicles

Hamburg, NJ

2013 Volkswagen GTI Base

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

2013 Volkswagen GTI Base

Hamburg, NJ

UnscoredInsufficient · 4
$7,995129,797 mi

Comparison: 4 similar vehicles

Hamburg, NJ

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Hamburg, NJ

UnscoredInsufficient · 3
$7,995127,125 mi

Comparison: 3 similar vehicles

Hamburg, 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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