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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 5, 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

29,332 listings found

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

2013 Hyundai Elantra Coupe SE

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

2013 Hyundai Elantra Coupe SE

Wind Gap, PA

UnscoredInsufficient · 4
$1,999128,263 mi

Comparison: 4 similar vehicles

Wind Gap, 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

Unscored
$2,495166,000 mi

Comparison: 14 similar vehicles

Saylorsburg, PA

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Pen Argyl, PA

Unscored
$2,500185,819 mi

Comparison: 42 similar vehicles

Pen Argyl, PA

2012 Dodge Grand Caravan Crew

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

2012 Dodge Grand Caravan Crew

Nazareth, PA

Unscored
$2,500149,490 mi

Comparison: 5 similar vehicles

Nazareth, PA

2011 Subaru Legacy I Limited

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

2011 Subaru Legacy I Limited

Pen Argyl, PA

Unscored
$2,500210,387 mi

Comparison: 18 similar vehicles

Pen Argyl, PA

2009 Hyundai Santa Fe GLS

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

2009 Hyundai Santa Fe GLS

Nazareth, PA

Unscored
$2,500236,690 mi

Comparison: 15 similar vehicles

Nazareth, 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

2005 Chevrolet Cavalier LS

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

2005 Chevrolet Cavalier LS

Wilkes-Barre, PA

UnscoredInsufficient · 0
$2,79594,000 mi

Wilkes-Barre, PA

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Nazareth, PA

Unscored
$2,800243,253 mi

Comparison: 18 similar vehicles

Nazareth, PA

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Lake Ariel, PA

Unscored
$2,995220,868 mi

Comparison: 8 similar vehicles

Lake Ariel, PA

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Scranton, PA

Unscored
$2,995228,270 mi

Comparison: 19 similar vehicles

Scranton, PA

2005 Chevrolet Equinox LT

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

2005 Chevrolet Equinox LT

Scranton, PA

Unscored
$2,995196,743 mi

Comparison: 7 similar vehicles

Scranton, PA

2005 Subaru Forester X

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

2005 Subaru Forester X

Saylorsburg, PA

Unscored
$2,995161,000 mi

Comparison: 6 similar vehicles

Saylorsburg, PA

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

Unscored
$2,995147,000 mi

Comparison: 6 similar vehicles

Saylorsburg, PA

1988 Chevrolet

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

1988 Chevrolet

Wilkes-Barre Township, PA

UnscoredInsufficient · 0
$2,995134,000 mi

Wilkes-Barre Township, PA

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Wind Gap, PA

Unscored
$2,999153,250 mi

Comparison: 50 similar vehicles

Wind Gap, PA

2008 Nissan Versa S

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

2008 Nissan Versa S

Wind Gap, PA

Unscored
$2,999137,420 mi

Comparison: 7 similar vehicles

Wind Gap, PA

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Taylor, PA

Unscored
$2,999161,350 mi

Comparison: 17 similar vehicles

Taylor, PA

2005 Nissan Altima S

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

2005 Nissan Altima S

Wind Gap, PA

UnscoredInsufficient · 3
$2,99971,783 mi

Comparison: 3 similar vehicles

Wind Gap, PA

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Nazareth, PA

Unscored
$3,200184,168 mi

Comparison: 26 similar vehicles

Nazareth, PA

2016 Subaru Outback Limited

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

2016 Subaru Outback Limited

Hazleton, PA

Unscored
$3,395300,000 mi

Comparison: 6 similar vehicles

Hazleton, PA

2012 Subaru Legacy I Premium

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

2012 Subaru Legacy I Premium

Pen Argyl, PA

Unscored
$3,400251,710 mi

Comparison: 25 similar vehicles

Pen Argyl, PA

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Wind Gap, PA

Unscored
$3,490177,436 mi

Comparison: 19 similar vehicles

Wind Gap, PA

2015 Ford Escape SE

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

2015 Ford Escape SE

Duryea, PA

UnscoredInsufficient · 3
$3,495168,474 mi

Comparison: 3 similar vehicles

Duryea, PA

2012 Nissan Versa S

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

2012 Nissan Versa S

Taylor, PA

Fair PriceModerate · 35
$3,495105,842 mi

Market: $3,950 – $10,995

Comparison: 35 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 11 days listed (based on current market benchmarks)

Taylor, PA

2012 Subaru Impreza 2.0I

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

2012 Subaru Impreza 2.0I

Scranton, PA

Unscored
$3,495196,061 mi

Comparison: 11 similar vehicles

Scranton, PA

2012 Mazda MAZDA5 Sport

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

2012 Mazda MAZDA5 Sport

Lake Ariel, PA

Unscored
$3,495197,369 mi

Comparison: 6 similar vehicles

Lake Ariel, PA

2009 Jeep Liberty Sport

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

2009 Jeep Liberty Sport

Saylorsburg, PA

Unscored
$3,495158,000 mi

Comparison: 8 similar vehicles

Saylorsburg, PA

2008 Jeep Liberty Limited

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

2008 Jeep Liberty Limited

Saylorsburg, PA

Unscored
$3,495152,000 mi

Comparison: 9 similar vehicles

Saylorsburg, 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

Unscored
$3,495197,000 mi

Comparison: 14 similar vehicles

Saylorsburg, PA

2005 Chrysler 300 C

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

2005 Chrysler 300 C

Nicholson, PA

UnscoredInsufficient · 0
$3,495164,550 mi

Nicholson, PA

2004 Jeep Liberty Sport

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

2004 Jeep Liberty Sport

Nicholson, PA

Unscored
$3,495224,426 mi

Comparison: 6 similar vehicles

Nicholson, PA

2008 Ford Focus S

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

2008 Ford Focus S

Wind Gap, PA

UnscoredInsufficient · 0
$3,49979,850 mi

Wind Gap, PA

2007 Hyundai Tucson SE

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

2007 Hyundai Tucson SE

Wind Gap, PA

UnscoredInsufficient · 0
$3,499126,754 mi

Wind Gap, PA

2012 Honda Civic LX

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

2012 Honda Civic LX

Nazareth, PA

Unscored
$3,500239,262 mi

Comparison: 10 similar vehicles

Nazareth, PA

2012 Mazda Mazda2 Sport

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

2012 Mazda Mazda2 Sport

Nazareth, PA

UnscoredInsufficient · 3
$3,500181,375 mi

Comparison: 3 similar vehicles

Nazareth, PA

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Hazleton, PA

UnscoredInsufficient · 3
$3,500180,000 mi

Comparison: 3 similar vehicles

Hazleton, PA

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Mount Pocono, PA

Unscored
$3,500166,305 mi

Comparison: 10 similar vehicles

Mount Pocono, PA

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Pen Argyl, PA

Unscored
$3,500142,381 mi

Comparison: 28 similar vehicles

Pen Argyl, 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

Forty Fort, PA

Unscored
$3,500248,000 mi

Comparison: 13 similar vehicles

Forty Fort, PA

2005 Dodge Ram 1500 Pickup SLT

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

2005 Dodge Ram 1500 Pickup SLT

Nazareth, PA

Unscored
$3,500144,062 mi

Comparison: 10 similar vehicles

Nazareth, PA

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Nazareth, PA

Unscored
$3,600217,029 mi

Comparison: 13 similar vehicles

Nazareth, PA

2014 Chevrolet Spark LS

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

2014 Chevrolet Spark LS

Nazareth, PA

Unscored
$3,600136,500 mi

Comparison: 22 similar vehicles

Nazareth, PA

2010 Subaru Impreza 2.5i Premium

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

2010 Subaru Impreza 2.5i Premium

Nazareth, PA

Unscored
$3,600160,335 mi

Comparison: 15 similar vehicles

Nazareth, PA

2006 Saab 9-3 Aero

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

2006 Saab 9-3 Aero

Covington Township, PA

UnscoredInsufficient · 0
$3,695196,941 mi

Covington Township, PA

2013 Hyundai Accent SE

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

2013 Hyundai Accent SE

Wind Gap, PA

Unscored
$3,699151,516 mi

Comparison: 8 similar vehicles

Wind Gap, PA

2008 Volkswagen Jetta S

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

2008 Volkswagen Jetta S

Johnson City, NY

Unscored
$3,755191,000 mi

Comparison: 6 similar vehicles

Johnson City, NY

2013 Hyundai Veloster Base

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

2013 Hyundai Veloster Base

Old Forge, PA

UnscoredInsufficient · 3
$3,79593,519 mi

Comparison: 3 similar vehicles

Old Forge, PA

2007 Honda Civic LX

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

2007 Honda Civic LX

Wind Gap, PA

Fair PriceModerate · 34
$3,799119,063 mi

Market: $2,900 – $11,990

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Wind Gap, 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 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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