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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

7,266 listings found

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

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

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

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

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

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

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

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

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

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

2012 Acura MDX Technology Package

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

2012 Acura MDX Technology Package

Huntington, WV

Unscored
$6,390208,019 mi

Comparison: 5 similar vehicles

Huntington, WV

2015 Kia Sportage LX

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

2015 Kia Sportage LX

Winfield, WV

Unscored
$6,444152,286 mi

Comparison: 46 similar vehicles

Winfield, WV

2010 BMW X3 xDrive30i

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

2010 BMW X3 xDrive30i

Winfield, WV

UnscoredInsufficient · 0
$6,50098,324 mi

Winfield, WV

2008 BMW X3 3.0si

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

2008 BMW X3 3.0si

Winfield, WV

UnscoredInsufficient · 0
$6,500143,590 mi

Winfield, WV

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

Hurricane, WV

Fair PriceRobust · 52
$6,597101,073 mi

Market: $3,999 – $17,288

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 193 days listed (based on current market benchmarks)

Hurricane, WV

2011 Cadillac SRX Luxury Collection

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

2011 Cadillac SRX Luxury Collection

Huntington, WV

Unscored
$6,740128,302 mi

Comparison: 19 similar vehicles

Huntington, WV

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Nitro, WV

Unscored
$6,990145,487 mi

Comparison: 41 similar vehicles

Nitro, WV

2015 Mitsubishi Outlander SE

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

2015 Mitsubishi Outlander SE

Charleston, WV

UnscoredInsufficient · 4
$6,995154,495 mi

Comparison: 4 similar vehicles

Charleston, WV

2014 Ford Escape SE

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

2014 Ford Escape SE

Gallipolis, OH

UnscoredInsufficient · 3
$6,995249,908 mi

Comparison: 3 similar vehicles

Gallipolis, OH

2014 Chevrolet Equinox 2LT

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

2014 Chevrolet Equinox 2LT

Gallipolis, OH

Unscored
$6,995152,586 mi

Comparison: 20 similar vehicles

Gallipolis, OH

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Ravenswood, WV

UnscoredInsufficient · 4
$6,995144,254 mi

Comparison: 4 similar vehicles

Ravenswood, WV

1997 Jeep Grand Cherokee LIMITED

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

1997 Jeep Grand Cherokee LIMITED

Gallipolis, OH

UnscoredInsufficient · 0
$6,995216,443 mi

Gallipolis, OH

2009 GMC Envoy Denali

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

2009 GMC Envoy Denali

Huntington, WV

UnscoredInsufficient · 0
$7,398131,132 mi

Huntington, WV

2017 Dodge Journey Crossroad

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

2017 Dodge Journey Crossroad

Gallipolis, OH

Unscored
$7,50093,720 mi

Comparison: 6 similar vehicles

Gallipolis, OH

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Charleston, WV

Fair PriceModerate · 24
$7,50078,545 mi

Market: $2,414 – $7,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Charleston, WV

2007 Ford Expedition Limited

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

2007 Ford Expedition Limited

Barboursville, WV

Unscored
$7,500276,175 mi

Comparison: 12 similar vehicles

Barboursville, WV

2007 BMW X5 3.0si

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

2007 BMW X5 3.0si

Winfield, WV

UnscoredInsufficient · 0
$7,500111,780 mi

Winfield, WV

2015 Nissan Pathfinder Platinum

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

2015 Nissan Pathfinder Platinum

Huntington, WV

Unscored
$7,689161,916 mi

Comparison: 5 similar vehicles

Huntington, WV

2018 Ford Escape S

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

2018 Ford Escape S

Jefferson, WV

Unscored
$7,693254,771 mi

Comparison: 50 similar vehicles

Jefferson, WV

2015 Subaru Forester i

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

2015 Subaru Forester i

Winfield, WV

Unscored
$7,865142,872 mi

Comparison: 35 similar vehicles

Winfield, WV

2018 Mitsubishi Outlander SE

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

2018 Mitsubishi Outlander SE

Charleston, WV

Unscored
$7,949168,963 mi

Comparison: 5 similar vehicles

Charleston, WV

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Nitro, WV

Unscored
$7,990136,992 mi

Comparison: 33 similar vehicles

Nitro, WV

2014 Cadillac SRX Luxury Collection

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

2014 Cadillac SRX Luxury Collection

Nitro, WV

Unscored
$7,990143,754 mi

Comparison: 16 similar vehicles

Nitro, WV

2017 Nissan Juke S

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

2017 Nissan Juke S

Spencer, WV

Unscored
$7,995150,000 mi

Comparison: 5 similar vehicles

Spencer, WV

2016 Subaru Forester i Premium

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

2016 Subaru Forester i Premium

Huntington, WV

Unscored
$7,995188,452 mi

Comparison: 50 similar vehicles

Huntington, WV

2015 Nissan Murano SL

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

2015 Nissan Murano SL

Ravenswood, WV

UnscoredInsufficient · 4
$7,995167,000 mi

Comparison: 4 similar vehicles

Ravenswood, WV

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Gallipolis, OH

Unscored
$7,995176,052 mi

Comparison: 13 similar vehicles

Gallipolis, OH

2014 Ford Escape SE

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

2014 Ford Escape SE

Gallipolis, OH

UnscoredInsufficient · 3
$7,995117,428 mi

Comparison: 3 similar vehicles

Gallipolis, OH

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Huntington, WV

Unscored
$7,995122,874 mi

Comparison: 10 similar vehicles

Huntington, WV

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Charleston, WV

Unscored
$7,999136,526 mi

Comparison: 95 similar vehicles

Charleston, WV

2017 Chevrolet Trax LS

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

2017 Chevrolet Trax LS

Griffithsville, WV

Fair PriceRobust · 51
$8,025114,042 mi

Market: $4,999 – $14,192

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Griffithsville, WV

2015 Subaru XV Crosstrek Premium

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

2015 Subaru XV Crosstrek Premium

Gallipolis, OH

Unscored
$8,198160,540 mi

Comparison: 47 similar vehicles

Gallipolis, OH

2017 Ford Escape SE

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

2017 Ford Escape SE

Huntington, WV

Unscored
$8,349122,968 mi

Comparison: 281 similar vehicles

Huntington, WV

2016 Ford Explorer Utility Police Interceptor

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

2016 Ford Explorer Utility Police Interceptor

Gallipolis, OH

Unscored
$8,398121,737 mi

Comparison: 16 similar vehicles

Gallipolis, OH

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Charleston, WV

Unscored
$8,499121,545 mi

Comparison: 11 similar vehicles

Charleston, WV

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Huntington, WV

Unscored
$8,58669,953 mi

Comparison: 7 similar vehicles

Huntington, 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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