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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 11, 2026

7.3M+

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

25,676 listings found

2008 Chevrolet Cobalt LS

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

2008 Chevrolet Cobalt LS

Mount Pleasant, PA

UnscoredInsufficient · 0
$2,295201,660 mi

Mount Pleasant, 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

2005 Buick Century Base

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

2005 Buick Century Base

Irwin, PA

UnscoredInsufficient · 0
$2,437114,967 mi

Irwin, PA

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Pittsburgh, PA

UnscoredInsufficient · 3
$2,450146,416 mi

Comparison: 3 similar vehicles

Pittsburgh, PA

2007 Lincoln MKZ Base

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

2007 Lincoln MKZ Base

Boswell, PA

Unscored
$2,48372,248 mi

Comparison: 6 similar vehicles

Boswell, PA

2007 Cadillac DTS Performance

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

2007 Cadillac DTS Performance

Homer City, PA

UnscoredInsufficient · 0
$2,495144,393 mi

Homer City, PA

2007 Honda Civic LX

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

2007 Honda Civic LX

Latrobe, PA

Unscored
$2,500198,541 mi

Comparison: 20 similar vehicles

Latrobe, PA

2010 Mazda MAZDA5 Touring

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

2010 Mazda MAZDA5 Touring

Homer City, PA

UnscoredInsufficient · 0
$2,595221,836 mi

Homer City, PA

2012 Hyundai Accent GLS

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

2012 Hyundai Accent GLS

North Versailles, PA

Unscored
$2,900241,727 mi

Comparison: 27 similar vehicles

North Versailles, 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

2010 Dodge Avenger SXT

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

2010 Dodge Avenger SXT

Windber, PA

UnscoredInsufficient · 0
$2,995160,000 mi

Windber, PA

1992 Chevrolet GMT400

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

1992 Chevrolet GMT400

Latrobe, PA

UnscoredInsufficient · 0
$3,000213,382 mi

Latrobe, 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: 41 similar vehicles

Homer City, PA

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Homer City, PA

Unscored
$3,295154,799 mi

Comparison: 80 similar vehicles

Homer City, PA

2011 Dodge Journey Express

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

2011 Dodge Journey Express

Homer City, PA

UnscoredInsufficient · 0
$3,295189,240 mi

Homer City, PA

2009 Suzuki XL7 Luxury

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

2009 Suzuki XL7 Luxury

Windber, PA

UnscoredInsufficient · 0
$3,295154,000 mi

Windber, 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

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

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

UnscoredInsufficient · 4
$3,595163,016 mi

Comparison: 4 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: 19 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: 31 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 · 0
$3,595181,571 mi

Homer City, PA

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

New Kensington, PA

Unscored
$3,800114,522 mi

Comparison: 8 similar vehicles

New Kensington, PA

2007 Toyota Corolla CE

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

2007 Toyota Corolla CE

Latrobe, PA

Unscored
$3,800262,636 mi

Comparison: 16 similar vehicles

Latrobe, 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: 27 similar vehicles

Homer City, PA

2013 Dodge Dart Limited

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

2013 Dodge Dart Limited

Windber, PA

Unscored
$3,895165,000 mi

Comparison: 12 similar vehicles

Windber, 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 · 4
$3,895188,513 mi

Comparison: 4 similar vehicles

Homer City, PA

2012 Nissan Murano S

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

2012 Nissan Murano S

Homer City, PA

Unscored
$3,895111,313 mi

Comparison: 9 similar vehicles

Homer City, PA

2010 Volkswagen Jetta TDI

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

2010 Volkswagen Jetta TDI

Homer City, PA

UnscoredInsufficient · 0
$3,895152,054 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: 16 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

Unscored
$3,895123,568 mi

Comparison: 5 similar vehicles

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 Ford Focus SE

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

2013 Ford Focus SE

McKeesport, PA

UnscoredInsufficient · 4
$3,950118,380 mi

Comparison: 4 similar vehicles

McKeesport, 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

Great DealModerate · 34
$3,95086,715 mi

Market: $4,995 – $14,850

Comparison: 34 similar vehicles

Competitively priced ~21% below the typical range compared to similar vehicles · 158 days listed (based on current market benchmarks)

Stoystown, PA

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Springdale, PA

UnscoredInsufficient · 3
$3,995128,428 mi

Comparison: 3 similar vehicles

Springdale, 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: 61 similar vehicles

Homer City, PA

2012 Mitsubishi Galant ES

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

2012 Mitsubishi Galant ES

New Kensington, PA

UnscoredInsufficient · 0
$3,995190,627 mi

New Kensington, 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: 5 similar vehicles

Bedford, PA

1996 Ford Ranger XL

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

1996 Ford Ranger XL

Connellsville, PA

UnscoredInsufficient · 0
$3,995174,977 mi

Connellsville, PA

2014 Ford Focus SE

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

2014 Ford Focus SE

McKeesport, PA

Unscored
$3,999110,199 mi

Comparison: 5 similar vehicles

McKeesport, 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: 8 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

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Connellsville, PA

Unscored
$3,99995,777 mi

Comparison: 8 similar vehicles

Connellsville, PA

2012 FIAT 500 Pop

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

2012 FIAT 500 Pop

Irwin, PA

Unscored
$4,00086,009 mi

Comparison: 7 similar vehicles

Irwin, PA

2004 Honda Accord LX

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

2004 Honda Accord LX

Springdale, PA

UnscoredInsufficient · 4
$4,000232,929 mi

Comparison: 4 similar vehicles

Springdale, 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

UnscoredInsufficient · 3
$4,295150,994 mi

Comparison: 3 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: 5 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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