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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

39,382 listings found

2005 Volkswagen New Beetle GLS

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

2005 Volkswagen New Beetle GLS

Uniontown, PA

UnscoredInsufficient · 0
$1,800152,597 mi

Uniontown, PA

2006 Chevrolet Malibu Maxx LT

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

2006 Chevrolet Malibu Maxx LT

Belle Vernon, PA

UnscoredInsufficient · 3
$1,995127,809 mi

Comparison: 3 similar vehicles

Belle Vernon, 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

1996 Ford Econoline

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

1996 Ford Econoline

Belle Vernon, PA

UnscoredInsufficient · 0
$2,477140,125 mi

Belle Vernon, PA

2006 Mazda MAZDA3 S

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

2006 Mazda MAZDA3 S

Belle Vernon, PA

UnscoredInsufficient · 0
$2,499152,470 mi

Belle Vernon, PA

2008 Chevrolet Impala LS

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

2008 Chevrolet Impala LS

Wintersville, OH

Unscored
$2,500219,573 mi

Comparison: 6 similar vehicles

Wintersville, OH

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Uniontown, PA

Unscored
$2,799151,277 mi

Comparison: 16 similar vehicles

Uniontown, PA

2006 Dodge Dakota SLT

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

2006 Dodge Dakota SLT

Ellsworth, PA

Unscored
$2,800188,856 mi

Comparison: 10 similar vehicles

Ellsworth, PA

2014 Chevrolet Traverse 2LT

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

2014 Chevrolet Traverse 2LT

Rayland, OH

Unscored
$2,855189,373 mi

Comparison: 10 similar vehicles

Rayland, OH

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: 9 similar vehicles

North Versailles, PA

2010 Suzuki SX4 Crossover Technology

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

2010 Suzuki SX4 Crossover Technology

Woodsfield, OH

UnscoredInsufficient · 0
$2,988199,946 mi

Woodsfield, OH

No Photo

2007 Nissan Versa S

Belle Vernon, PA

UnscoredInsufficient · 0
$2,990109,070 mi

Belle Vernon, PA

2010 Volvo S40 2.4i

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

2010 Volvo S40 2.4i

Homestead, PA

UnscoredInsufficient · 0
$2,995156,047 mi

Homestead, PA

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Homestead, PA

Unscored
$2,995216,012 mi

Comparison: 6 similar vehicles

Homestead, PA

2009 Hyundai Sonata SE

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

2009 Hyundai Sonata SE

Belle Vernon, PA

UnscoredInsufficient · 0
$2,999Mileage not verified

Belle Vernon, PA

2002 Mercedes-Benz C-Class C240

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

2002 Mercedes-Benz C-Class C240

Uniontown, PA

UnscoredInsufficient · 0
$2,999116,124 mi

Uniontown, PA

2013 Mitsubishi Lancer ES

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

2013 Mitsubishi Lancer ES

Pittsburgh, PA

UnscoredInsufficient · 0
$3,000181,329 mi

Pittsburgh, PA

2006 Mercedes-Benz E-Class E350

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

2006 Mercedes-Benz E-Class E350

Uniontown, PA

Unscored
$3,000174,713 mi

Comparison: 7 similar vehicles

Uniontown, PA

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Uniontown, PA

UnscoredInsufficient · 3
$3,199129,319 mi

Comparison: 3 similar vehicles

Uniontown, PA

2009 Hyundai Sonata LIMITED

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

2009 Hyundai Sonata LIMITED

Uniontown, PA

Unscored
$3,199178,088 mi

Comparison: 8 similar vehicles

Uniontown, PA

2011 Chevrolet Impala LT

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

2011 Chevrolet Impala LT

Steubenville, OH

Unscored
$3,206176,001 mi

Comparison: 12 similar vehicles

Steubenville, OH

2014 Hyundai Tucson SE

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

2014 Hyundai Tucson SE

Pittsburgh, PA

UnscoredInsufficient · 4
$3,450199,000 mi

Comparison: 4 similar vehicles

Pittsburgh, PA

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Belle Vernon, PA

Unscored
$3,450129,760 mi

Comparison: 34 similar vehicles

Belle Vernon, PA

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Uniontown, PA

Unscored
$3,450194,000 mi

Comparison: 7 similar vehicles

Uniontown, PA

2011 Subaru Forester X

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

2011 Subaru Forester X

Uniontown, PA

Unscored
$3,495241,000 mi

Comparison: 20 similar vehicles

Uniontown, PA

2007 Chevrolet Tahoe LT

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

2007 Chevrolet Tahoe LT

Saint Clairsville, OH

UnscoredInsufficient · 3
$3,495210,410 mi

Comparison: 3 similar vehicles

Saint Clairsville, OH

2009 Chevrolet Express G3500

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

2009 Chevrolet Express G3500

Monaca, PA

UnscoredInsufficient · 0
$3,500104,500 mi

Monaca, PA

2005 Saab 9-3 Linear

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

2005 Saab 9-3 Linear

Carrollton, OH

UnscoredInsufficient · 0
$3,500194,669 mi

Carrollton, OH

2013 Kia Sorento LX

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

2013 Kia Sorento LX

Carnot-Moon, PA

Unscored
$3,555184,920 mi

Comparison: 30 similar vehicles

Carnot-Moon, PA

2008 Nissan Rogue S

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

2008 Nissan Rogue S

Bridgeport, OH

Unscored
$3,595147,127 mi

Comparison: 7 similar vehicles

Bridgeport, OH

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Bridgeport, OH

Fair PriceModerate · 41
$3,62082,722 mi

Market: $3,999 – $9,373

Comparison: 41 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 84 days listed (based on current market benchmarks)

Bridgeport, OH

2012 Kia Soul +

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

2012 Kia Soul +

Uniontown, PA

Unscored
$3,699159,637 mi

Comparison: 10 similar vehicles

Uniontown, PA

2010 MINI Cooper Base

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

2010 MINI Cooper Base

Pittsburgh, PA

Unscored
$3,750112,000 mi

Comparison: 8 similar vehicles

Pittsburgh, PA

No Photo

2008 Chevrolet Impala LT

Belle Vernon, PA

Fair PriceLimited · 15
$3,775Mileage not verified

Market: $1,948 – $6,995

Comparison: 15 similar vehicles

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

Belle Vernon, PA

No Photo

2009 Toyota Camry LE

Belle Vernon, PA

Unscored
$3,777211,070 mi

Comparison: 32 similar vehicles

Belle Vernon, PA

2008 Dodge Avenger SE

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

2008 Dodge Avenger SE

Uniontown, PA

UnscoredInsufficient · 3
$3,788129,064 mi

Comparison: 3 similar vehicles

Uniontown, PA

2008 INFINITI G 35

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

2008 INFINITI G 35

Verona, PA

Unscored
$3,800176,808 mi

Comparison: 5 similar vehicles

Verona, PA

2003 Ford Expedition XLT Value

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

2003 Ford Expedition XLT Value

Verona, PA

UnscoredInsufficient · 0
$3,800223,716 mi

Verona, PA

2007 Honda Ridgeline RTL

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

2007 Honda Ridgeline RTL

Woodsfield, OH

Unscored
$3,888295,336 mi

Comparison: 5 similar vehicles

Woodsfield, OH

2006 Scion xB Base

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

2006 Scion xB Base

East Liverpool, OH

UnscoredInsufficient · 4
$3,895268,372 mi

Comparison: 4 similar vehicles

East Liverpool, OH

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Verona, PA

Unscored
$3,900133,342 mi

Comparison: 5 similar vehicles

Verona, PA

2010 Honda Accord EX-L

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

2010 Honda Accord EX-L

Verona, PA

Unscored
$3,900288,567 mi

Comparison: 22 similar vehicles

Verona, PA

2010 Jeep Grand Cherokee Laredo

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

2010 Jeep Grand Cherokee Laredo

Verona, PA

Unscored
$3,900159,200 mi

Comparison: 9 similar vehicles

Verona, PA

2006 Nissan Pathfinder SE

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

2006 Nissan Pathfinder SE

Carrollton, OH

UnscoredInsufficient · 0
$3,900130,473 mi

Carrollton, OH

2017 Chevrolet Sonic LT

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

2017 Chevrolet Sonic LT

Pittsburgh, PA

Unscored
$3,950121,000 mi

Comparison: 16 similar vehicles

Pittsburgh, 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 Ford Escape SE

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

2013 Ford Escape SE

Pittsburgh, PA

UnscoredInsufficient · 4
$3,950163,000 mi

Comparison: 4 similar vehicles

Pittsburgh, PA

2013 Kia Forte EX

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

2013 Kia Forte EX

Pittsburgh, PA

UnscoredInsufficient · 4
$3,950120,000 mi

Comparison: 4 similar vehicles

Pittsburgh, PA

2012 Audi A4 Premium

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

2012 Audi A4 Premium

Pittsburgh, PA

Unscored
$3,950175,000 mi

Comparison: 6 similar vehicles

Pittsburgh, PA

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Belle Vernon, PA

Unscored
$3,990127,120 mi

Comparison: 12 similar vehicles

Belle Vernon, 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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