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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 · October 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

50,000+ listings found(add a location or filter to narrow results)

2002 Chrysler PT Cruiser LIMITED

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

2002 Chrysler PT Cruiser LIMITED

West Milford, NJ

UnscoredInsufficient · 0
$1,200185,000 mi

West Milford, NJ

2002 Jeep Liberty LIMITED

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

2002 Jeep Liberty LIMITED

Saylorsburg, PA

UnscoredLimited · 6
$1,795147,000 mi

Comparison: 6 similar vehicles

Saylorsburg, PA

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Bath, PA

UnscoredLimited · 18
$1,995153,425 mi

Comparison: 18 similar vehicles

Bath, PA

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Bath, PA

UnscoredLimited · 7
$1,995198,000 mi

Comparison: 7 similar vehicles

Bath, PA

2007 Honda Accord 3.0 EX

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

2007 Honda Accord 3.0 EX

Bath, PA

UnscoredLimited · 10
$1,995284,000 mi

Comparison: 10 similar vehicles

Bath, PA

2004 GMC Envoy SLT

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

2004 GMC Envoy SLT

Scranton, PA

UnscoredInsufficient · 0
$1,995248 mi

Scranton, PA

2003 Chrysler PT Cruiser GT

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

2003 Chrysler PT Cruiser GT

Montgomery, NJ

UnscoredInsufficient · 0
$1,995111,366 mi

Montgomery, NJ

2002 Hyundai Elantra GLS

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

2002 Hyundai Elantra GLS

Bath, PA

UnscoredInsufficient · 0
$1,995150,000 mi

Bath, PA

2006 Toyota Corolla CE

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

2006 Toyota Corolla CE

Plainfield, NJ

UnscoredInsufficient · 3
$1,999Mileage not verified

Comparison: 3 similar vehicles

Plainfield, NJ

2014 Subaru Legacy 2.5i

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

2014 Subaru Legacy 2.5i

Allentown, PA

UnscoredLimited · 16
$2,000197,235 mi

Comparison: 16 similar vehicles

Allentown, PA

2009 Kia Spectra EX

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

2009 Kia Spectra EX

Walnutport, PA

UnscoredInsufficient · 4
$2,000159,999 mi

Comparison: 4 similar vehicles

Walnutport, PA

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Walnutport, PA

UnscoredLimited · 13
$2,200247,866 mi

Comparison: 13 similar vehicles

Walnutport, PA

2000 Ford Econoline Van

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

2000 Ford Econoline Van

Easton, PA

UnscoredInsufficient · 0
$2,300204,986 mi

Easton, PA

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Bloomingdale, NJ

UnscoredModerate · 20
$2,495191,635 mi

Comparison: 20 similar vehicles

Bloomingdale, NJ

2012 Nissan Murano LE

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

2012 Nissan Murano LE

Bloomingdale, NJ

Salvage title
$2,495113,446 mi

Bloomingdale, NJ

2012 MINI Countryman

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

2012 MINI Countryman

Bloomingdale, NJ

UnscoredInsufficient · 0
$2,495164,203 mi

Bloomingdale, NJ

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Bath, PA

UnscoredModerate · 21
$2,495250,000 mi

Comparison: 21 similar vehicles

Bath, PA

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Bath, PA

UnscoredLimited · 12
$2,495196,105 mi

Comparison: 12 similar vehicles

Bath, PA

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Saylorsburg, PA

UnscoredLimited · 16
$2,495166,000 mi

Comparison: 16 similar vehicles

Saylorsburg, PA

2004 Buick LeSabre Custom

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

2004 Buick LeSabre Custom

Bath, PA

UnscoredInsufficient · 0
$2,495136,549 mi

Bath, PA

2007 Volkswagen Rabbit Base

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

2007 Volkswagen Rabbit Base

Bath, PA

UnscoredInsufficient · 0
$2,500201,000 mi

Bath, PA

2006 Ford Explorer Limited

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

2006 Ford Explorer Limited

Plainfield, NJ

UnscoredInsufficient · 4
$2,500212,352 mi

Comparison: 4 similar vehicles

Plainfield, NJ

2006 Hyundai Elantra GLS

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

2006 Hyundai Elantra GLS

Walnutport, PA

UnscoredInsufficient · 0
$2,500128,642 mi

Walnutport, PA

2005 Hyundai Tucson GLS

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

2005 Hyundai Tucson GLS

Easton, PA

UnscoredInsufficient · 0
$2,500170,546 mi

Easton, PA

2004 Cadillac DeVille

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

2004 Cadillac DeVille

Nazareth, PA

UnscoredInsufficient · 0
$2,500218,761 mi

Nazareth, PA

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
$2,500211,039 mi

Hamburg, NJ

2001 Chevrolet Silverado LS

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

2001 Chevrolet Silverado LS

Allentown, PA

UnscoredModerate · 27
$2,500Mileage not verified

Comparison: 27 similar vehicles

Allentown, PA

2001 Chevrolet Suburban Base

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

2001 Chevrolet Suburban Base

Ottsville, PA

UnscoredInsufficient · 0
$2,500210,412 mi

Ottsville, PA

1999 Honda Accord EX

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

1999 Honda Accord EX

Walnutport, PA

UnscoredInsufficient · 0
$2,500200,000 mi

Walnutport, PA

2010 Hyundai Elantra Touring SE

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

2010 Hyundai Elantra Touring SE

Jefferson, NJ

UnscoredLimited · 5
$2,599193,983 mi

Comparison: 5 similar vehicles

Jefferson, NJ

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Wantage, NJ

Salvage title
$2,599162,342 mi

Wantage, NJ

2005 Nissan Armada LE

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

2005 Nissan Armada LE

Jefferson, NJ

UnscoredInsufficient · 0
$2,599103,984 mi

Jefferson, NJ

2009 Honda Odyssey EX

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

2009 Honda Odyssey EX

Wanaque, NJ

UnscoredLimited · 8
$2,795209,250 mi

Comparison: 8 similar vehicles

Wanaque, NJ

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Dover, NJ

UnscoredLimited · 6
$2,799160,415 mi

Comparison: 6 similar vehicles

Dover, NJ

2008 Mercedes-Benz E-Class E350

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

2008 Mercedes-Benz E-Class E350

Dover, NJ

UnscoredLimited · 13
$2,799150,370 mi

Comparison: 13 similar vehicles

Dover, NJ

2008 Honda Accord EX V6

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

2008 Honda Accord EX V6

Nazareth, PA

UnscoredInsufficient · 0
$2,800181,010 mi

Nazareth, PA

2002 Chevrolet TrailBlazer LS

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

2002 Chevrolet TrailBlazer LS

Manville, NJ

UnscoredLimited · 5
$2,85092,952 mi

Comparison: 5 similar vehicles

Manville, NJ

2007 Cadillac Escalade Base

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

2007 Cadillac Escalade Base

Plainfield, NJ

UnscoredInsufficient · 3
$2,890Mileage not verified

Comparison: 3 similar vehicles

Plainfield, NJ

2008 Suzuki SX4 Crossover Touring

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

2008 Suzuki SX4 Crossover Touring

Jefferson, NJ

UnscoredInsufficient · 0
$2,899186,926 mi

Jefferson, NJ

2007 Acura TL Base

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

2007 Acura TL Base

Jefferson, NJ

UnscoredLimited · 7
$2,899205,276 mi

Comparison: 7 similar vehicles

Jefferson, NJ

2008 INFINITI G 37 Journey

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

2008 INFINITI G 37 Journey

Jefferson, NJ

UnscoredModerate · 31
$2,949293,260 mi

Comparison: 31 similar vehicles

Jefferson, NJ

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Jefferson, NJ

UnscoredLimited · 9
$2,949222,165 mi

Comparison: 9 similar vehicles

Jefferson, NJ

2004 BMW 3 Series 325

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

2004 BMW 3 Series 325

Jefferson, NJ

UnscoredLimited · 10
$2,949247,000 mi

Comparison: 10 similar vehicles

Jefferson, NJ

2004 Honda Accord LX

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

2004 Honda Accord LX

East Amwell Township, NJ

UnscoredLimited · 11
$2,950185,870 mi

Comparison: 11 similar vehicles

East Amwell Township, NJ

2006 Lincoln Zephyr Base

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

2006 Lincoln Zephyr Base

Bloomingdale, NJ

UnscoredLimited · 5
$2,987149,128 mi

Comparison: 5 similar vehicles

Bloomingdale, NJ

2015 Volvo S60 T5

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

2015 Volvo S60 T5

Frankford, NJ

UnscoredInsufficient · 3
$2,990187,054 mi

Comparison: 3 similar vehicles

Frankford, NJ

2007 Ford Explorer Eddie Bauer

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

2007 Ford Explorer Eddie Bauer

Frankford, NJ

UnscoredLimited · 10
$2,990195,818 mi

Comparison: 10 similar vehicles

Frankford, NJ

2016 Ford Explorer Utility Police Interceptor

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

2016 Ford Explorer Utility Police Interceptor

Bath, PA

UnscoredModerate · 34
$2,995203,089 mi

Comparison: 34 similar vehicles

Bath, PA

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Allentown, PA

UnscoredModerate · 42
$2,995165,181 mi

Comparison: 42 similar vehicles

Allentown, PA

2013 Chevrolet Cruze ECO

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

2013 Chevrolet Cruze ECO

Allentown, PA

UnscoredLimited · 7
$2,995261,636 mi

Comparison: 7 similar vehicles

Allentown, PA

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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