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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 4, 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

13,633 listings found

2007 Chrysler Sebring Touring

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

2007 Chrysler Sebring Touring

Homer City, PA

UnscoredInsufficient · 0
$2,295168,133 mi

Homer City, PA

2006 Subaru Impreza i

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

2006 Subaru Impreza i

Homer City, PA

UnscoredInsufficient · 3
$2,295201,236 mi

Comparison: 3 similar vehicles

Homer City, PA

1989 Dodge Dakota

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

1989 Dodge Dakota

Boalsburg, PA

UnscoredInsufficient · 0
$2,500158,694 mi

Boalsburg, PA

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

DuBois, PA

Unscored
$2,600112,221 mi

Comparison: 20 similar vehicles

DuBois, PA

2003 Ford Ranger Edge

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

2003 Ford Ranger Edge

Roaring Spring, PA

UnscoredInsufficient · 0
$2,624226,469 mi

Roaring Spring, PA

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Homer City, PA

Unscored
$3,295203,380 mi

Comparison: 67 similar vehicles

Homer City, PA

2007 Toyota Camry Solara SE

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

2007 Toyota Camry Solara SE

Homer City, PA

Unscored
$3,295206,902 mi

Comparison: 15 similar vehicles

Homer City, PA

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Windber, PA

UnscoredInsufficient · 0
$3,295141,000 mi

Windber, PA

1996 Mercedes-Benz E-Class

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

1996 Mercedes-Benz E-Class

East Freedom, PA

UnscoredInsufficient · 0
$3,450234,125 mi

East Freedom, PA

2011 Mazda MAZDA3 i Sport

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

2011 Mazda MAZDA3 i Sport

Boalsburg, PA

Unscored
$3,500163,917 mi

Comparison: 16 similar vehicles

Boalsburg, PA

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Homer City, PA

UnscoredInsufficient · 4
$3,595233,290 mi

Comparison: 4 similar vehicles

Homer City, PA

2014 Ford Focus SE

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

2014 Ford Focus SE

Homer City, PA

Unscored
$3,595163,016 mi

Comparison: 5 similar vehicles

Homer City, PA

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Homer City, PA

Unscored
$3,595179,038 mi

Comparison: 21 similar vehicles

Homer City, PA

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Homer City, PA

Unscored
$3,595219,005 mi

Comparison: 16 similar vehicles

Homer City, PA

2009 Dodge Journey SXT

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

2009 Dodge Journey SXT

Homer City, PA

UnscoredInsufficient · 4
$3,595181,571 mi

Comparison: 4 similar vehicles

Homer City, PA

2011 Chevrolet Express G3500

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

2011 Chevrolet Express G3500

Bellefonte, PA

UnscoredInsufficient · 0
$3,800141,885 mi

Bellefonte, PA

2015 Mitsubishi Outlander Sport ES

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

2015 Mitsubishi Outlander Sport ES

Homer City, PA

Unscored
$3,895192,558 mi

Comparison: 35 similar vehicles

Homer City, PA

2012 Hyundai Santa Fe SE

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

2012 Hyundai Santa Fe SE

Homer City, PA

UnscoredInsufficient · 0
$3,895188,513 mi

Homer City, PA

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Bedford, PA

Unscored
$3,895185,509 mi

Comparison: 13 similar vehicles

Bedford, PA

2007 Jeep Grand Cherokee Limited

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

2007 Jeep Grand Cherokee Limited

Homer City, PA

UnscoredInsufficient · 4
$3,895123,568 mi

Comparison: 4 similar vehicles

Homer City, PA

2006 Chrysler 300 C

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

2006 Chrysler 300 C

Homer City, PA

UnscoredInsufficient · 0
$3,895164,414 mi

Homer City, PA

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Stoystown, PA

UnscoredInsufficient · 0
$3,90078,512 mi

Stoystown, PA

2013 MINI Cooper Base

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

2013 MINI Cooper Base

Stoystown, PA

Fair PriceModerate · 25
$3,95086,715 mi

Market: $3,750 – $14,850

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Stoystown, PA

2014 Nissan Altima S

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

2014 Nissan Altima S

Homer City, PA

Unscored
$3,995194,806 mi

Comparison: 53 similar vehicles

Homer City, PA

2012 Subaru Outback Base

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

2012 Subaru Outback Base

Bedford, PA

Unscored
$3,995195,544 mi

Comparison: 6 similar vehicles

Bedford, PA

2010 Mazda MAZDA3 i Touring

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

2010 Mazda MAZDA3 i Touring

Needmore, PA

Unscored
$3,995210,771 mi

Comparison: 29 similar vehicles

Needmore, PA

2010 Kia Soul Exclaim

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

2010 Kia Soul Exclaim

Boalsburg, PA

Unscored
$3,995204,584 mi

Comparison: 24 similar vehicles

Boalsburg, PA

2000 Ford Ranger XL

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

2000 Ford Ranger XL

Boalsburg, PA

UnscoredInsufficient · 3
$3,995150,000 mi

Comparison: 3 similar vehicles

Boalsburg, PA

2011 Ford F-350 Super Duty XL

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

2011 Ford F-350 Super Duty XL

Roaring Spring, PA

Unscored
$3,999301,439 mi

Comparison: 10 similar vehicles

Roaring Spring, PA

2009 Chevrolet Impala LS

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

2009 Chevrolet Impala LS

Madera, PA

UnscoredInsufficient · 4
$3,99989,987 mi

Comparison: 4 similar vehicles

Madera, PA

2011 Nissan LEAF SV

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

2011 Nissan LEAF SV

Boalsburg, PA

UnscoredInsufficient · 0
$4,20050,552 mi

Boalsburg, PA

2008 smart fortwo passion

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

2008 smart fortwo passion

Boalsburg, PA

UnscoredInsufficient · 0
$4,20076,801 mi

Boalsburg, PA

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Homer City, PA

Unscored
$4,295114,116 mi

Comparison: 8 similar vehicles

Homer City, PA

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Homer City, PA

Unscored
$4,295150,994 mi

Comparison: 44 similar vehicles

Homer City, PA

2012 Volkswagen Passat S

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

2012 Volkswagen Passat S

Windber, PA

UnscoredInsufficient · 3
$4,295125,000 mi

Comparison: 3 similar vehicles

Windber, PA

2012 Cadillac SRX Luxury Collection

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

2012 Cadillac SRX Luxury Collection

Homer City, PA

Unscored
$4,295192,317 mi

Comparison: 24 similar vehicles

Homer City, PA

2008 Honda Pilot SPECIAL EDITION

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

2008 Honda Pilot SPECIAL EDITION

Dubois, PA

UnscoredInsufficient · 3
$4,299163,919 mi

Comparison: 3 similar vehicles

Dubois, PA

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Roaring Spring, PA

Unscored
$4,469123,228 mi

Comparison: 10 similar vehicles

Roaring Spring, PA

2017 Jeep Patriot Latitude

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

2017 Jeep Patriot Latitude

Homer City, PA

Unscored
$4,495150,882 mi

Comparison: 43 similar vehicles

Homer City, PA

2015 Chevrolet Traverse LTZ

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

2015 Chevrolet Traverse LTZ

Homer City, PA

Unscored
$4,495202,078 mi

Comparison: 6 similar vehicles

Homer City, PA

2013 Chevrolet Spark 1LT

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

2013 Chevrolet Spark 1LT

Windber, PA

UnscoredInsufficient · 0
$4,49557,000 mi

Windber, PA

2012 GMC Terrain SLE-2

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

2012 GMC Terrain SLE-2

Homer City, PA

Unscored
$4,495121,335 mi

Comparison: 15 similar vehicles

Homer City, PA

2015 Ford Escape S

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

2015 Ford Escape S

DuBois, PA

UnscoredInsufficient · 3
$4,500158,104 mi

Comparison: 3 similar vehicles

DuBois, PA

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Patton, PA

Unscored
$4,500230,116 mi

Comparison: 16 similar vehicles

Patton, PA

2011 Chrysler 200 Limited

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

2011 Chrysler 200 Limited

Stoystown, PA

Unscored
$4,50061,132 mi

Comparison: 9 similar vehicles

Stoystown, PA

2009 Chevrolet Malibu Hybrid

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

2009 Chevrolet Malibu Hybrid

Boalsburg, PA

UnscoredInsufficient · 0
$4,500127,920 mi

Boalsburg, PA

2007 Chrysler Sebring Base

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

2007 Chrysler Sebring Base

Stoystown, PA

UnscoredInsufficient · 0
$4,50069,493 mi

Stoystown, PA

2007 Dodge Grand Caravan SXT

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

2007 Dodge Grand Caravan SXT

Bellefonte, PA

Unscored
$4,50082,521 mi

Comparison: 6 similar vehicles

Bellefonte, PA

2007 Subaru Legacy I Special Edition

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

2007 Subaru Legacy I Special Edition

DuBois, PA

Unscored
$4,500107,575 mi

Comparison: 19 similar vehicles

DuBois, PA

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Homer City, PA

Unscored
$4,595170,863 mi

Comparison: 47 similar vehicles

Homer City, 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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