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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

50,000+ listings found(add a location or filter to narrow results)

2009 Chevrolet Cobalt LT

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

2009 Chevrolet Cobalt LT

Youngstown, OH

Unscored
$1,500Mileage not verified

Comparison: 12 similar vehicles

Youngstown, OH

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

Youngstown, OH

Unscored
$1,995215,750 mi

Comparison: 10 similar vehicles

Youngstown, OH

2009 Ford Focus SE

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

2009 Ford Focus SE

Canton, OH

Unscored
$2,219170,100 mi

Comparison: 12 similar vehicles

Canton, OH

2003 Dodge Caravan SE

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

2003 Dodge Caravan SE

Mogadore, OH

UnscoredInsufficient · 0
$2,295140,809 mi

Mogadore, OH

2008 Volkswagen Rabbit S

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

2008 Volkswagen Rabbit S

Uniontown, OH

UnscoredInsufficient · 0
$2,300129,580 mi

Uniontown, OH

2006 Dodge Grand Caravan SXT

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

2006 Dodge Grand Caravan SXT

East Palestine, OH

UnscoredInsufficient · 3
$2,400110,346 mi

Comparison: 3 similar vehicles

East Palestine, OH

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Youngstown, OH

Unscored
$2,495163,201 mi

Comparison: 10 similar vehicles

Youngstown, OH

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Canton, OH

Unscored
$2,495155,272 mi

Comparison: 6 similar vehicles

Canton, OH

2008 Mercury Mariner V6

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

2008 Mercury Mariner V6

New Philadelphia, OH

Unscored
$2,495192,731 mi

Comparison: 7 similar vehicles

New Philadelphia, OH

1998 Volkswagen New Beetle Base

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

1998 Volkswagen New Beetle Base

New Philadelphia, OH

UnscoredInsufficient · 0
$2,495109,010 mi

New Philadelphia, OH

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Canton, OH

Unscored
$2,500160,000 mi

Comparison: 5 similar vehicles

Canton, OH

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

2003 Volkswagen Passat GLX

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

2003 Volkswagen Passat GLX

Girard, OH

UnscoredInsufficient · 0
$2,750194,639 mi

Girard, OH

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

2010 Kia Forte EX

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

2010 Kia Forte EX

Youngstown, OH

Unscored
$2,880191,773 mi

Comparison: 12 similar vehicles

Youngstown, OH

2004 Toyota Corolla CE

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

2004 Toyota Corolla CE

Garrettsville, OH

Unscored
$2,888188,637 mi

Comparison: 6 similar vehicles

Garrettsville, OH

2009 Chrysler Town & Country LX

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

2009 Chrysler Town & Country LX

Massillon, OH

UnscoredInsufficient · 0
$2,895177,575 mi

Massillon, OH

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

New Philadelphia, OH

Unscored
$2,898203,440 mi

Comparison: 18 similar vehicles

New Philadelphia, OH

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Warren, OH

Unscored
$2,900167,913 mi

Comparison: 40 similar vehicles

Warren, OH

2015 Buick Encore Leather

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

2015 Buick Encore Leather

Salem, OH

Unscored
$2,900183,383 mi

Comparison: 27 similar vehicles

Salem, OH

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Uniontown, OH

Unscored
$2,900131,721 mi

Comparison: 14 similar vehicles

Uniontown, OH

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Hartville, OH

Unscored
$2,900159,000 mi

Comparison: 39 similar vehicles

Hartville, 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 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Girard, OH

Unscored
$2,900230,811 mi

Comparison: 23 similar vehicles

Girard, OH

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Warren, OH

Unscored
$2,900194,794 mi

Comparison: 5 similar vehicles

Warren, OH

2005 Mercury Mountaineer Premier

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

2005 Mercury Mountaineer Premier

Canton, OH

UnscoredInsufficient · 0
$2,900180,000 mi

Canton, OH

2008 Land Rover LR2 HSE

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

2008 Land Rover LR2 HSE

Hartville, OH

UnscoredInsufficient · 0
$2,955158,000 mi

Hartville, OH

2007 Pontiac Torrent Base

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

2007 Pontiac Torrent Base

New Philadelphia, OH

Unscored
$2,975165,325 mi

Comparison: 8 similar vehicles

New Philadelphia, OH

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

Massillon, OH

Unscored
$2,985174,610 mi

Comparison: 11 similar vehicles

Massillon, OH

2017 Kia Soul +

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

2017 Kia Soul +

Ravenna, OH

Unscored
$2,995192,000 mi

Comparison: 5 similar vehicles

Ravenna, OH

2015 Nissan Altima SL

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

2015 Nissan Altima SL

Ravenna, OH

Unscored
$2,995189,000 mi

Comparison: 18 similar vehicles

Ravenna, OH

2014 Ford Focus SE

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

2014 Ford Focus SE

Ravenna, OH

Unscored
$2,995164,000 mi

Comparison: 13 similar vehicles

Ravenna, OH

2014 FIAT 500 Abarth

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

2014 FIAT 500 Abarth

Uniontown, OH

UnscoredInsufficient · 0
$2,995174,819 mi

Uniontown, OH

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Lowellville, OH

Unscored
$2,995253,307 mi

Comparison: 23 similar vehicles

Lowellville, OH

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Youngstown, OH

Unscored
$2,995189,000 mi

Comparison: 9 similar vehicles

Youngstown, OH

2012 Jeep Compass Latitude

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

2012 Jeep Compass Latitude

Lowellville, OH

Unscored
$2,995221,734 mi

Comparison: 15 similar vehicles

Lowellville, OH

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Youngstown, OH

Salvage title
$2,995253,971 mi

Youngstown, OH

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

2009 Dodge Grand Caravan SE

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

2009 Dodge Grand Caravan SE

New Philadelphia, OH

Unscored
$2,995163,562 mi

Comparison: 5 similar vehicles

New Philadelphia, OH

2009 Ford Explorer Eddie Bauer

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

2009 Ford Explorer Eddie Bauer

Lowellville, OH

UnscoredInsufficient · 3
$2,995224,694 mi

Comparison: 3 similar vehicles

Lowellville, OH

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Youngstown, OH

Unscored
$2,995284,163 mi

Comparison: 13 similar vehicles

Youngstown, OH

2009 Ford Edge Limited

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

2009 Ford Edge Limited

Ravenna, OH

Unscored
$2,995212,000 mi

Comparison: 9 similar vehicles

Ravenna, OH

2009 Honda Odyssey EX

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

2009 Honda Odyssey EX

Mogadore, OH

UnscoredInsufficient · 3
$2,995214,206 mi

Comparison: 3 similar vehicles

Mogadore, OH

2009 Hyundai Sonata LIMITED

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

2009 Hyundai Sonata LIMITED

Lowellville, OH

UnscoredInsufficient · 4
$2,995134,495 mi

Comparison: 4 similar vehicles

Lowellville, OH

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Mogadore, OH

Fair PriceLimited · 10
$2,995Mileage not verified

Market: $1,650 – $5,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Mogadore, OH

2008 Cadillac STS Base

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

2008 Cadillac STS Base

Youngstown, OH

UnscoredInsufficient · 0
$2,995131,164 mi

Youngstown, OH

2008 GMC Envoy SLE

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

2008 GMC Envoy SLE

Lowellville, OH

Unscored
$2,995229,140 mi

Comparison: 7 similar vehicles

Lowellville, OH

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

2008 Honda Pilot VALUE PACKAGE

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

2008 Honda Pilot VALUE PACKAGE

Lowellville, OH

UnscoredInsufficient · 0
$2,995280,531 mi

Lowellville, OH

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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