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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 5, 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

13,344 listings found

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Gallipolis, OH

UnscoredInsufficient · 4
$2,995257,791 mi

Comparison: 4 similar vehicles

Gallipolis, OH

2012 Ford Focus SE

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

2012 Ford Focus SE

Gallipolis, OH

Unscored
$3,000293,666 mi

Comparison: 60 similar vehicles

Gallipolis, OH

2007 Chrysler Town & Country Touring

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

2007 Chrysler Town & Country Touring

Saint Albans, WV

UnscoredInsufficient · 0
$3,000168,502 mi

Saint Albans, WV

2005 Hyundai Elantra GLS

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

2005 Hyundai Elantra GLS

Saint Albans, WV

UnscoredInsufficient · 4
$3,191205,522 mi

Comparison: 4 similar vehicles

Saint Albans, WV

2010 Chevrolet Aveo5 2LT

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

2010 Chevrolet Aveo5 2LT

Winfield, WV

UnscoredInsufficient · 0
$3,500123,035 mi

Winfield, WV

2006 Volvo S60 2.5T

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

2006 Volvo S60 2.5T

Charleston, WV

UnscoredInsufficient · 0
$3,500156,118 mi

Charleston, WV

2006 Pontiac Vibe Base

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

2006 Pontiac Vibe Base

Saint Albans, WV

UnscoredInsufficient · 0
$3,658171,324 mi

Saint Albans, WV

2012 Dodge Avenger SE

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

2012 Dodge Avenger SE

Saint Albans, WV

Unscored
$3,995168,467 mi

Comparison: 10 similar vehicles

Saint Albans, WV

2008 Ford Explorer Eddie Bauer

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

2008 Ford Explorer Eddie Bauer

Winfield, WV

UnscoredInsufficient · 0
$3,999251,492 mi

Winfield, WV

2018 Kia Optima S

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

2018 Kia Optima S

Gallipolis, OH

Unscored
$4,398199,580 mi

Comparison: 11 similar vehicles

Gallipolis, OH

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Saint Albans, WV

Unscored
$4,500158,271 mi

Comparison: 42 similar vehicles

Saint Albans, WV

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Saint Albans, WV

Unscored
$4,600197,478 mi

Comparison: 38 similar vehicles

Saint Albans, WV

2013 Chevrolet Sonic LS

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

2013 Chevrolet Sonic LS

Beckley, WV

UnscoredInsufficient · 0
$4,752151,359 mi

Beckley, WV

2010 Chevrolet Silverado 1500 LT

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

2010 Chevrolet Silverado 1500 LT

Huntington, WV

Unscored
$4,788165,922 mi

Comparison: 35 similar vehicles

Huntington, WV

2007 Hyundai Santa Fe GLS

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

2007 Hyundai Santa Fe GLS

Saint Albans, WV

Unscored
$4,800215,198 mi

Comparison: 7 similar vehicles

Saint Albans, WV

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Gallipolis, OH

Unscored
$4,898163,532 mi

Comparison: 20 similar vehicles

Gallipolis, OH

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Saint Albans, WV

UnscoredInsufficient · 3
$4,900118,898 mi

Comparison: 3 similar vehicles

Saint Albans, WV

2014 Volvo S60 T5

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

2014 Volvo S60 T5

Charleston, WV

UnscoredInsufficient · 4
$4,995160,825 mi

Comparison: 4 similar vehicles

Charleston, WV

2011 Chrysler 200 Touring

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

2011 Chrysler 200 Touring

Charleston, WV

Unscored
$4,995133,447 mi

Comparison: 5 similar vehicles

Charleston, WV

2011 Ford Fusion Sport

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

2011 Ford Fusion Sport

Winfield, WV

UnscoredInsufficient · 0
$4,995140,960 mi

Winfield, WV

2010 Ford Ranger XLT

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

2010 Ford Ranger XLT

Gallipolis, OH

Unscored
$4,995163,088 mi

Comparison: 7 similar vehicles

Gallipolis, OH

2009 Dodge Ram 1500 Pickup SLT

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

2009 Dodge Ram 1500 Pickup SLT

Charleston, WV

Unscored
$4,995192,319 mi

Comparison: 11 similar vehicles

Charleston, WV

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

Huntington, WV

Salvage title
$4,995182,590 mi

Huntington, WV

2009 Jeep Grand Cherokee Laredo

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

2009 Jeep Grand Cherokee Laredo

Charleston, WV

Unscored
$4,995139,611 mi

Comparison: 7 similar vehicles

Charleston, WV

2002 Ford F-150 XL

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

2002 Ford F-150 XL

Pomeroy, OH

Unscored
$4,99568,618 mi

Comparison: 8 similar vehicles

Pomeroy, OH

2007 Honda Accord EX

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

2007 Honda Accord EX

Ripley, WV

Unscored
$4,999240,000 mi

Comparison: 7 similar vehicles

Ripley, WV

2001 Nissan Xterra SE

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

2001 Nissan Xterra SE

Charleston, WV

UnscoredInsufficient · 0
$5,103198,946 mi

Charleston, WV

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Winfield, WV

UnscoredInsufficient · 3
$5,299213,482 mi

Comparison: 3 similar vehicles

Winfield, WV

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Gallipolis, OH

Unscored
$5,398161,835 mi

Comparison: 7 similar vehicles

Gallipolis, OH

2015 Chevrolet Spark 1LT

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

2015 Chevrolet Spark 1LT

Gallipolis, OH

Unscored
$5,398101,348 mi

Comparison: 5 similar vehicles

Gallipolis, OH

2012 Ford F-150 XL

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

2012 Ford F-150 XL

Gallipolis, OH

Unscored
$5,398288,134 mi

Comparison: 33 similar vehicles

Gallipolis, OH

2010 Buick Enclave CXL-2

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

2010 Buick Enclave CXL-2

Gallipolis, OH

UnscoredInsufficient · 4
$5,400195,505 mi

Comparison: 4 similar vehicles

Gallipolis, OH

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Ravenswood, WV

Unscored
$5,450144,258 mi

Comparison: 8 similar vehicles

Ravenswood, WV

2008 Subaru Impreza WRX

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

2008 Subaru Impreza WRX

Jefferson, WV

UnscoredInsufficient · 0
$5,499183,158 mi

Jefferson, WV

2017 Nissan Versa Sedan S Plus

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

2017 Nissan Versa Sedan S Plus

Huntington, WV

UnscoredInsufficient · 3
$5,572139,134 mi

Comparison: 3 similar vehicles

Huntington, WV

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Winfield, WV

Unscored
$5,800123,364 mi

Comparison: 14 similar vehicles

Winfield, WV

2005 Lexus ES 330

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

2005 Lexus ES 330

Milton, WV

Unscored
$5,900136,892 mi

Comparison: 5 similar vehicles

Milton, WV

2014 Chevrolet Sonic LS

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

2014 Chevrolet Sonic LS

Huntington, WV

Fair PriceLimited · 12
$5,94592,152 mi

Market: $4,995 – $8,199

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Huntington, WV

2013 Ford Expedition XLT

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

2013 Ford Expedition XLT

Charleston, WV

Unscored
$5,995167,966 mi

Comparison: 6 similar vehicles

Charleston, WV

2010 Ford Taurus SHO

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

2010 Ford Taurus SHO

Charleston, WV

UnscoredInsufficient · 4
$5,995174,319 mi

Comparison: 4 similar vehicles

Charleston, WV

2010 Mercedes-Benz S-Class S550

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

2010 Mercedes-Benz S-Class S550

Charleston, WV

Unscored
$5,995198,948 mi

Comparison: 5 similar vehicles

Charleston, WV

2007 Kia Sorento LX

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

2007 Kia Sorento LX

Winfield, WV

UnscoredInsufficient · 0
$5,995132,459 mi

Winfield, WV

2003 Saab 9-3 SE

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

2003 Saab 9-3 SE

Huntington, WV

UnscoredInsufficient · 0
$5,99588,156 mi

Huntington, WV

2002 GMC Savana Cargo Base

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

2002 GMC Savana Cargo Base

Charleston, WV

UnscoredInsufficient · 0
$5,995163,236 mi

Charleston, WV

2002 Toyota Camry SE

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

2002 Toyota Camry SE

Winfield, WV

UnscoredInsufficient · 0
$5,995116,383 mi

Winfield, WV

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Hurricane, WV

Unscored
$5,997194,994 mi

Comparison: 32 similar vehicles

Hurricane, WV

2010 Toyota Sienna LE

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

2010 Toyota Sienna LE

Winfield, WV

UnscoredInsufficient · 0
$5,999200,669 mi

Winfield, WV

2004 Dodge Dakota Sport

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

2004 Dodge Dakota Sport

Charleston, WV

UnscoredInsufficient · 0
$6,07598,155 mi

Charleston, WV

2017 Subaru Outback Base

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

2017 Subaru Outback Base

Winfield, WV

Unscored
$6,299173,383 mi

Comparison: 13 similar vehicles

Winfield, WV

2009 Subaru Forester 2.5X

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

2009 Subaru Forester 2.5X

Winfield, WV

UnscoredInsufficient · 3
$6,299124,805 mi

Comparison: 3 similar vehicles

Winfield, WV

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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