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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 7, 2026

7.1M+

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

10,107 listings found

2006 MINI Cooper Base

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

2006 MINI Cooper Base

Saint Marys, PA

UnscoredInsufficient · 0
$2,500158,000 mi

Saint Marys, 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: 18 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

2013 Chevrolet Cruze LTZ

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

2013 Chevrolet Cruze LTZ

Portage, PA

Unscored
$2,742116,761 mi

Comparison: 10 similar vehicles

Portage, PA

2007 Suzuki SX4 Convenience Pkg

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

2007 Suzuki SX4 Convenience Pkg

East Freedom, PA

UnscoredInsufficient · 0
$2,950123,646 mi

East Freedom, PA

2008 Kia Sorento LX

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

2008 Kia Sorento LX

Bellefonte, PA

UnscoredInsufficient · 0
$3,395129,687 mi

Bellefonte, PA

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Bellefonte, PA

Unscored
$3,400130,485 mi

Comparison: 28 similar vehicles

Bellefonte, 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: 13 similar vehicles

Boalsburg, PA

2012 Ford Focus SE

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

2012 Ford Focus SE

Bellefonte, PA

Unscored
$3,600134,203 mi

Comparison: 83 similar vehicles

Bellefonte, PA

1999 Mazda B-Series TL

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

1999 Mazda B-Series TL

DuBois, PA

UnscoredInsufficient · 0
$3,695170,097 mi

DuBois, PA

2017 Ford Escape SE

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

2017 Ford Escape SE

Bellefonte, PA

Unscored
$3,750150,171 mi

Comparison: 8 similar vehicles

Bellefonte, 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

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

Lock Haven, PA

Unscored
$3,995158,268 mi

Comparison: 42 similar vehicles

Lock Haven, 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: 9 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

Unscored
$3,99989,987 mi

Comparison: 5 similar vehicles

Madera, PA

2006 Saturn ION 2

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

2006 Saturn ION 2

Dubois, PA

UnscoredInsufficient · 0
$3,999165,847 mi

Dubois, PA

2006 Honda CR-V SE

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

2006 Honda CR-V SE

Dubois, PA

UnscoredInsufficient · 0
$3,999238,466 mi

Dubois, 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

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 · 4
$4,299163,919 mi

Comparison: 4 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: 15 similar vehicles

Roaring Spring, 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: 14 similar vehicles

Patton, 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 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

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

Dubois, PA

Unscored
$4,599236,244 mi

Comparison: 15 similar vehicles

Dubois, PA

2010 Acura RDX Base

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

2010 Acura RDX Base

DuBois, PA

UnscoredInsufficient · 3
$4,600171,370 mi

Comparison: 3 similar vehicles

DuBois, PA

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Penn Run, PA

Unscored
$4,717167,565 mi

Comparison: 48 similar vehicles

Penn Run, PA

2014 Kia Forte EX

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

2014 Kia Forte EX

Penn Run, PA

Unscored
$4,717135,457 mi

Comparison: 37 similar vehicles

Penn Run, PA

2016 Ford Focus SE

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

2016 Ford Focus SE

Yeagertown, PA

Unscored
$4,750151,197 mi

Comparison: 67 similar vehicles

Yeagertown, PA

2006 Chrysler Town & Country Base

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

2006 Chrysler Town & Country Base

DuBois, PA

UnscoredInsufficient · 0
$4,79555,095 mi

DuBois, PA

2010 Suzuki Kizashi SE

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

2010 Suzuki Kizashi SE

Patton, PA

UnscoredInsufficient · 0
$4,800180,431 mi

Patton, PA

2014 Buick Verano 1SG

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

2014 Buick Verano 1SG

Boalsburg, PA

Unscored
$4,850125,386 mi

Comparison: 14 similar vehicles

Boalsburg, PA

1999 GMC Sierra

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

1999 GMC Sierra

East Freedom, PA

UnscoredInsufficient · 0
$4,850289,000 mi

East Freedom, PA

2012 Kia Soul +

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

2012 Kia Soul +

Patton, PA

Unscored
$4,900149,840 mi

Comparison: 10 similar vehicles

Patton, PA

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Penn Run, PA

Fair PriceModerate · 30
$4,906112,135 mi

Market: $2,500 – $7,999

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Penn Run, PA

2012 Hyundai Accent GLS

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

2012 Hyundai Accent GLS

Lewistown, PA

Unscored
$4,988158,340 mi

Comparison: 10 similar vehicles

Lewistown, PA

2014 Ford Escape SE

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

2014 Ford Escape SE

Bellefonte, PA

Unscored
$4,995125,060 mi

Comparison: 191 similar vehicles

Bellefonte, PA

2013 Ford Fiesta SE

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

2013 Ford Fiesta SE

Altoona, PA

Unscored
$4,995158,750 mi

Comparison: 28 similar vehicles

Altoona, PA

2011 Hyundai Sonata SE

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

2011 Hyundai Sonata SE

DuBois, PA

Unscored
$4,995128,051 mi

Comparison: 8 similar vehicles

DuBois, PA

2010 Jeep Compass Sport

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

2010 Jeep Compass Sport

Mahaffey, PA

UnscoredInsufficient · 4
$4,995147,094 mi

Comparison: 4 similar vehicles

Mahaffey, PA

2010 Pontiac Vibe Base

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

2010 Pontiac Vibe Base

Lock Haven, PA

UnscoredInsufficient · 0
$4,995171,630 mi

Lock Haven, PA

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Altoona, PA

Unscored
$4,995211,860 mi

Comparison: 21 similar vehicles

Altoona, PA

2006 Dodge Ram 1500 Pickup SLT

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

2006 Dodge Ram 1500 Pickup SLT

Altoona, PA

Unscored
$4,995262,135 mi

Comparison: 47 similar vehicles

Altoona, PA

2006 Chevrolet Express G3500

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

2006 Chevrolet Express G3500

Clearfield, PA

UnscoredInsufficient · 0
$4,995141,990 mi

Clearfield, PA

2006 Honda Civic LX

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

2006 Honda Civic LX

Orbisonia, PA

Unscored
$4,995223,382 mi

Comparison: 30 similar vehicles

Orbisonia, PA

2004 Ford Taurus LX

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

2004 Ford Taurus LX

Altoona, PA

UnscoredInsufficient · 0
$4,995115,545 mi

Altoona, 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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