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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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)

2018 Isuzu FTR

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

2018 Isuzu FTR

Burlington, NJ

UnscoredInsufficient · 0
$1,200178,923 mi

Burlington, NJ

2019 Nissan Sentra SR

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

2019 Nissan Sentra SR

Schuylkill Haven, PA

Unscored
$1,495115,235 mi

Comparison: 19 similar vehicles

Schuylkill Haven, PA

2010 Honda Civic LX

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

2010 Honda Civic LX

Hackettstown, NJ

Unscored
$1,500224,770 mi

Comparison: 16 similar vehicles

Hackettstown, NJ

2008 Scion xB Base

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

2008 Scion xB Base

Jefferson, NJ

Unscored
$1,599248,066 mi

Comparison: 5 similar vehicles

Jefferson, NJ

2012 Mazda CX-9 Touring

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

2012 Mazda CX-9 Touring

Highland Park, NJ

Unscored
$1,900165,123 mi

Comparison: 7 similar vehicles

Highland Park, NJ

2009 Chrysler PT Cruiser Base

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

2009 Chrysler PT Cruiser Base

Trenton, NJ

Unscored
$1,994158,289 mi

Comparison: 7 similar vehicles

Trenton, NJ

2008 GMC Envoy SLE

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

2008 GMC Envoy SLE

Wilkes-Barre Township, PA

UnscoredInsufficient · 3
$1,994214,000 mi

Comparison: 3 similar vehicles

Wilkes-Barre Township, PA

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Schuylkill Haven, PA

Unscored
$1,995100,900 mi

Comparison: 67 similar vehicles

Schuylkill Haven, PA

2014 Dodge Charger R/T

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

2014 Dodge Charger R/T

Schuylkill Haven, PA

Unscored
$1,995124,615 mi

Comparison: 14 similar vehicles

Schuylkill Haven, PA

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Schuylkill Haven, PA

Unscored
$1,99577,942 mi

Comparison: 13 similar vehicles

Schuylkill Haven, PA

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Rockledge, PA

Unscored
$1,995206,412 mi

Comparison: 7 similar vehicles

Rockledge, PA

2012 Kia Forte EX

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

2012 Kia Forte EX

Rockledge, PA

Unscored
$1,995152,256 mi

Comparison: 13 similar vehicles

Rockledge, PA

2009 Dodge Ram 1500 Pickup SLT

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

2009 Dodge Ram 1500 Pickup SLT

Schuylkill Haven, PA

Unscored
$1,995123,030 mi

Comparison: 10 similar vehicles

Schuylkill Haven, 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

UnscoredInsufficient · 4
$1,995198,000 mi

Comparison: 4 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

Unscored
$1,995284,000 mi

Comparison: 12 similar vehicles

Bath, 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

1999 Chevrolet Malibu LS

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

1999 Chevrolet Malibu LS

Philadelphia, PA

UnscoredInsufficient · 0
$1,995223,569 mi

Philadelphia, 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 Toyota Corolla CE

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

2006 Toyota Corolla CE

Plainfield, NJ

Unscored
$1,999196,000 mi

Comparison: 6 similar vehicles

Plainfield, NJ

2014 Chevrolet Sonic LT

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

2014 Chevrolet Sonic LT

Philadelphia, PA

Unscored
$2,000186,911 mi

Comparison: 17 similar vehicles

Philadelphia, 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 · 3
$2,000159,999 mi

Comparison: 3 similar vehicles

Walnutport, PA

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Philadelphia, PA

UnscoredInsufficient · 3
$2,000260,000 mi

Comparison: 3 similar vehicles

Philadelphia, PA

2004 Toyota Sienna CE

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

2004 Toyota Sienna CE

Hackettstown, NJ

UnscoredInsufficient · 3
$2,000261,368 mi

Comparison: 3 similar vehicles

Hackettstown, NJ

2012 Jeep Grand Cherokee Limited

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

2012 Jeep Grand Cherokee Limited

East Windsor, NJ

Unscored
$2,085Mileage not verified

Comparison: 5 similar vehicles

East Windsor, NJ

2010 GMC Acadia SLE

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

2010 GMC Acadia SLE

East Windsor, NJ

UnscoredInsufficient · 3
$2,085Mileage not verified

Comparison: 3 similar vehicles

East Windsor, NJ

2004 Volvo S80 2.5T A

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

2004 Volvo S80 2.5T A

Trenton, NJ

UnscoredInsufficient · 0
$2,100204,322 mi

Trenton, NJ

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

Unscored
$2,200247,866 mi

Comparison: 11 similar vehicles

Walnutport, PA

2008 Chevrolet TrailBlazer

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

2008 Chevrolet TrailBlazer

Philadelphia, PA

UnscoredInsufficient · 0
$2,289191,629 mi

Philadelphia, PA

2016 Nissan Sentra SV

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

2016 Nissan Sentra SV

Rockledge, PA

Unscored
$2,295285,779 mi

Comparison: 6 similar vehicles

Rockledge, PA

2012 Volvo S60 T5

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

2012 Volvo S60 T5

Rockledge, PA

Unscored
$2,295218,646 mi

Comparison: 11 similar vehicles

Rockledge, PA

2011 GMC Terrain SLE-2

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

2011 GMC Terrain SLE-2

Rockledge, PA

Unscored
$2,295216,312 mi

Comparison: 11 similar vehicles

Rockledge, PA

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Rockledge, PA

Salvage title
$2,295193,944 mi

Rockledge, PA

2004 Ford Econoline Van Commercial

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

2004 Ford Econoline Van Commercial

Rockledge, PA

Unscored
$2,295190,271 mi

Comparison: 5 similar vehicles

Rockledge, PA

2003 Jeep Liberty Sport

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

2003 Jeep Liberty Sport

Rockledge, PA

Unscored
$2,295179,961 mi

Comparison: 8 similar vehicles

Rockledge, 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

2003 Jeep Grand Cherokee LAREDO

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

2003 Jeep Grand Cherokee LAREDO

Hamilton Township, NJ

UnscoredInsufficient · 0
$2,400213,522 mi

Hamilton Township, NJ

2008 Chevrolet Uplander LT

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

2008 Chevrolet Uplander LT

Philadelphia, PA

UnscoredInsufficient · 0
$2,450157,000 mi

Philadelphia, PA

2001 Volvo S40 Base

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

2001 Volvo S40 Base

Philadelphia, PA

UnscoredInsufficient · 0
$2,489170,555 mi

Philadelphia, PA

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

Unscored
$2,495250,000 mi

Comparison: 22 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

Unscored
$2,495196,105 mi

Comparison: 7 similar vehicles

Bath, PA

2008 Ford Focus SE

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

2008 Ford Focus SE

Schnecksville, PA

Unscored
$2,495178,915 mi

Comparison: 16 similar vehicles

Schnecksville, PA

2008 Nissan Rogue S

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

2008 Nissan Rogue S

Rockledge, PA

UnscoredInsufficient · 3
$2,495251,890 mi

Comparison: 3 similar vehicles

Rockledge, 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: 17 similar vehicles

Saylorsburg, PA

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Trenton, NJ

UnscoredInsufficient · 4
$2,499176,774 mi

Comparison: 4 similar vehicles

Trenton, NJ

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Trenton, NJ

Unscored
$2,499196,372 mi

Comparison: 11 similar vehicles

Trenton, NJ

No Photo

2009 Nissan Versa S

Philadelphia, PA

Unscored
$2,499181,304 mi

Comparison: 15 similar vehicles

Philadelphia, PA

2007 Honda Accord VP

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

2007 Honda Accord VP

Philadelphia, PA

UnscoredInsufficient · 3
$2,499281,779 mi

Comparison: 3 similar vehicles

Philadelphia, PA

2004 Volkswagen Passat GLX

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

2004 Volkswagen Passat GLX

Bordentown, NJ

UnscoredInsufficient · 0
$2,499154,250 mi

Bordentown, NJ

2012 GMC Acadia SLE

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

2012 GMC Acadia SLE

Bordentown, NJ

UnscoredInsufficient · 4
$2,500198,165 mi

Comparison: 4 similar vehicles

Bordentown, NJ

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

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.
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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