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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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

933 listings found

2012 Subaru Forester X

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

2012 Subaru Forester X

Buckhannon, WV

UnscoredModerate · 24
$4,995128,837 mi

Comparison: 24 similar vehicles

Buckhannon, WV

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Buckhannon, WV

UnscoredRobust · 55
$6,900172,467 mi

Comparison: 55 similar vehicles

Buckhannon, WV

2015 Ford Flex Limited

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

2015 Ford Flex Limited

Weston, WV

UnscoredLimited · 5
$6,950203,080 mi

Comparison: 5 similar vehicles

Weston, WV

2013 Chevrolet Traverse 2LT

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

2013 Chevrolet Traverse 2LT

Weston, WV

UnscoredLimited · 7
$6,995168,492 mi

Comparison: 7 similar vehicles

Weston, WV

2010 Dodge Nitro SXT

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

2010 Dodge Nitro SXT

Weston, WV

UnscoredInsufficient · 0
$6,99588,903 mi

Weston, WV

2016 Mitsubishi Outlander Sport ES

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

2016 Mitsubishi Outlander Sport ES

Jane Lew, WV

UnscoredLimited · 11
$7,990227,456 mi

Comparison: 11 similar vehicles

Jane Lew, 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

UnscoredInsufficient · 0
$7,995150,000 mi

Spencer, WV

2010 Toyota RAV4 Limited

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

2010 Toyota RAV4 Limited

Buckhannon, WV

Fair PriceLimited · 15
$8,500105,624 mi

Market: $5,248 – $11,769

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Buckhannon, WV

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Buckhannon, WV

UnscoredRobust · 66
$8,900172,007 mi

Comparison: 66 similar vehicles

Buckhannon, WV

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Buckhannon, WV

UnscoredModerate · 27
$8,900172,975 mi

Comparison: 27 similar vehicles

Buckhannon, WV

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Weston, WV

UnscoredRobust · 82
$8,995177,907 mi

Comparison: 82 similar vehicles

Weston, WV

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Spencer, WV

UnscoredRobust · 67
$8,995150,107 mi

Comparison: 67 similar vehicles

Spencer, WV

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Weston, WV

UnscoredRobust · 97
$8,995121,243 mi

Comparison: 97 similar vehicles

Weston, WV

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Little Birch, WV

Fair PriceRobust · 114
$8,995112,512 mi

Market: $3,800 – $25,000

Comparison: 114 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Little Birch, WV

2014 Ford Escape SE

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

2014 Ford Escape SE

Buckhannon, WV

Fair PriceRobust · 142
$9,49886,689 mi

Market: $3,295 – $25,000

Comparison: 142 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Buckhannon, WV

2009 Toyota Highlander Limited

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

2009 Toyota Highlander Limited

Buckhannon, WV

UnscoredInsufficient · 3
$9,498246,253 mi

Comparison: 3 similar vehicles

Buckhannon, WV

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Craigsville, WV

Fair PriceModerate · 27
$9,500103,140 mi

Market: $4,880 – $14,998

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Craigsville, WV

2015 Mazda CX-5 Grand Touring

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

2015 Mazda CX-5 Grand Touring

Buckhannon, WV

UnscoredModerate · 47
$9,898167,917 mi

Comparison: 47 similar vehicles

Buckhannon, WV

2014 Hyundai Santa Fe Sport 2.0T

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

2014 Hyundai Santa Fe Sport 2.0T

Buckhannon, WV

Fair PriceModerate · 26
$9,89860,475 mi

Market: $6,995 – $11,485

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Buckhannon, WV

2013 Toyota RAV4 Limited

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

2013 Toyota RAV4 Limited

Buckhannon, WV

UnscoredRobust · 67
$9,898186,161 mi

Comparison: 67 similar vehicles

Buckhannon, WV

2017 Ford Escape SE

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

2017 Ford Escape SE

Beverly, WV

Fair PriceRobust · 360
$9,900116,303 mi

Market: $3,185 – $16,695

Comparison: 360 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Beverly, WV

2015 GMC Terrain SLT-1

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

2015 GMC Terrain SLT-1

Spencer, WV

UnscoredModerate · 37
$9,900127,456 mi

Comparison: 37 similar vehicles

Spencer, WV

2013 Ford Escape SE

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

2013 Ford Escape SE

Beverly, WV

Fair PriceRobust · 100
$9,90090,111 mi

Market: $1,700 – $13,850

Comparison: 100 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Beverly, WV

2019 Ford Ecosport Titanium

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

2019 Ford Ecosport Titanium

Weston, WV

UnscoredLimited · 16
$9,950121,791 mi

Comparison: 16 similar vehicles

Weston, WV

2017 Ford Escape SE

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

2017 Ford Escape SE

Little Birch, WV

Fair PriceRobust · 307
$9,99599,749 mi

Market: $3,995 – $17,295

Comparison: 307 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Little Birch, WV

2016 Jeep Cherokee Limited

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

2016 Jeep Cherokee Limited

Weston, WV

UnscoredRobust · 56
$9,995161,584 mi

Comparison: 56 similar vehicles

Weston, WV

2013 Ford Escape Titanium

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

2013 Ford Escape Titanium

Weston, WV

UnscoredModerate · 33
$9,995120,238 mi

Comparison: 33 similar vehicles

Weston, WV

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Weston, WV

Fair PriceRobust · 147
$10,50087,900 mi

Market: $2,900 – $15,590

Comparison: 147 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Weston, WV

2017 Jeep Patriot Latitude

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

2017 Jeep Patriot Latitude

Beverly, WV

Fair PriceModerate · 45
$10,900109,177 mi

Market: $4,495 – $16,895

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 182 days listed (based on current market benchmarks)

Beverly, WV

2015 Chevrolet Equinox LTZ

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

2015 Chevrolet Equinox LTZ

Buckhannon, WV

Fair PriceLimited · 16
$10,900112,914 mi

Market: $5,195 – $11,983

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Buckhannon, WV

2015 Subaru XV Crosstrek Limited

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

2015 Subaru XV Crosstrek Limited

Buckhannon, WV

UnscoredModerate · 28
$10,900150,712 mi

Comparison: 28 similar vehicles

Buckhannon, WV

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Beverly, WV

UnscoredRobust · 117
$10,900149,120 mi

Comparison: 117 similar vehicles

Beverly, WV

2014 Volkswagen Tiguan SE

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

2014 Volkswagen Tiguan SE

Beverly, WV

Fair PriceLimited · 15
$10,90090,809 mi

Market: $6,993 – $12,895

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Beverly, WV

2013 Subaru XV Crosstrek Limited

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

2013 Subaru XV Crosstrek Limited

Beverly, WV

UnscoredModerate · 40
$10,900128,305 mi

Comparison: 40 similar vehicles

Beverly, WV

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Weston, WV

Fair PriceRobust · 100
$10,950107,900 mi

Market: $5,995 – $16,099

Comparison: 100 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Weston, WV

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Weston, WV

UnscoredRobust · 73
$10,995122,593 mi

Comparison: 73 similar vehicles

Weston, WV

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Weston, WV

UnscoredRobust · 114
$10,995136,958 mi

Comparison: 114 similar vehicles

Weston, WV

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Buckhannon, WV

UnscoredRobust · 51
$10,998154,559 mi

Comparison: 51 similar vehicles

Buckhannon, WV

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Buckhannon, WV

Fair PriceRobust · 51
$10,998111,698 mi

Market: $4,299 – $15,495

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Buckhannon, WV

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Buckhannon, WV

UnscoredInsufficient · 4
$11,498162,146 mi

Comparison: 4 similar vehicles

Buckhannon, WV

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Craigsville, WV

Fair PriceRobust · 80
$11,50094,119 mi

Market: $6,900 – $14,487

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Craigsville, WV

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Beverly, WV

Fair PriceModerate · 43
$11,900109,412 mi

Market: $6,995 – $17,259

Comparison: 43 similar vehicles

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

Beverly, WV

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Beverly, WV

UnscoredRobust · 108
$11,900126,230 mi

Comparison: 108 similar vehicles

Beverly, WV

2015 Nissan Pathfinder Platinum

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

2015 Nissan Pathfinder Platinum

Beverly, WV

Fair PriceLimited · 16
$11,900103,042 mi

Market: $5,990 – $12,400

Comparison: 16 similar vehicles

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

Beverly, WV

2014 Jeep Grand Cherokee Laredo

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

2014 Jeep Grand Cherokee Laredo

Beverly, WV

UnscoredRobust · 56
$11,900123,273 mi

Comparison: 56 similar vehicles

Beverly, WV

2014 Ford Edge Sport

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

2014 Ford Edge Sport

Buckhannon, WV

UnscoredLimited · 17
$11,900124,687 mi

Comparison: 17 similar vehicles

Buckhannon, WV

2017 Hyundai Tucson Limited

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

2017 Hyundai Tucson Limited

Weston, WV

Fair PriceModerate · 20
$11,99599,866 mi

Market: $10,194 – $21,655

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 204 days listed (based on current market benchmarks)

Weston, WV

2012 Jeep Wrangler Sport

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

2012 Jeep Wrangler Sport

Spencer, WV

UnscoredRobust · 52
$11,995122,860 mi

Comparison: 52 similar vehicles

Spencer, WV

2016 Ford Edge Titanium

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

2016 Ford Edge Titanium

Buckhannon, WV

UnscoredModerate · 40
$11,999125,185 mi

Comparison: 40 similar vehicles

Buckhannon, WV

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Craigsville, WV

Fair PriceRobust · 118
$12,50087,445 mi

Market: $4,500 – $15,998

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Craigsville, 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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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