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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

1,139 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

2008 Chrysler Aspen Limited

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

2008 Chrysler Aspen Limited

Lewisburg, WV

UnscoredLimited · 6
$4,995222,943 mi

Comparison: 6 similar vehicles

Lewisburg, WV

2002 Ford Expedition Base

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

2002 Ford Expedition Base

Covington, VA

UnscoredInsufficient · 0
$5,495164,128 mi

Covington, VA

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Lexington, VA

UnscoredLimited · 14
$5,950197,645 mi

Comparison: 14 similar vehicles

Lexington, VA

2013 Ford Escape SE

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

2013 Ford Escape SE

Lewisburg, WV

UnscoredRobust · 60
$5,995178,799 mi

Comparison: 60 similar vehicles

Lewisburg, WV

2007 GMC Yukon Denali

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

2007 GMC Yukon Denali

Ronceverte, WV

UnscoredLimited · 7
$5,995224,814 mi

Comparison: 7 similar vehicles

Ronceverte, WV

2007 Chevrolet Tahoe LT

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

2007 Chevrolet Tahoe LT

Ronceverte, WV

UnscoredLimited · 9
$5,995221,018 mi

Comparison: 9 similar vehicles

Ronceverte, WV

2014 Dodge Durango SXT Plus

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

2014 Dodge Durango SXT Plus

Lewisburg, WV

UnscoredInsufficient · 4
$6,995173,039 mi

Comparison: 4 similar vehicles

Lewisburg, WV

2005 Nissan Pathfinder LE

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

2005 Nissan Pathfinder LE

Covington, VA

UnscoredInsufficient · 0
$6,995164,273 mi

Covington, VA

2010 Mazda CX-9 Grand Touring

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

2010 Mazda CX-9 Grand Touring

Covington, VA

UnscoredLimited · 7
$7,495161,460 mi

Comparison: 7 similar vehicles

Covington, VA

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Lewisburg, WV

UnscoredModerate · 25
$7,650144,953 mi

Comparison: 25 similar vehicles

Lewisburg, WV

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Lewisburg, WV

UnscoredLimited · 8
$7,700176,223 mi

Comparison: 8 similar vehicles

Lewisburg, WV

2008 Mercury Mariner Premier

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

2008 Mercury Mariner Premier

Elkins, WV

UnscoredInsufficient · 3
$7,90092,354 mi

Comparison: 3 similar vehicles

Elkins, WV

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Lewisburg, WV

UnscoredModerate · 31
$8,295166,545 mi

Comparison: 31 similar vehicles

Lewisburg, WV

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Covington, VA

UnscoredRobust · 105
$8,495151,444 mi

Comparison: 105 similar vehicles

Covington, VA

2011 GMC Terrain SLE-1

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

2011 GMC Terrain SLE-1

Covington, VA

UnscoredInsufficient · 0
$8,495147,758 mi

Covington, VA

2011 Chevrolet Traverse LTZ

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

2011 Chevrolet Traverse LTZ

Elkins, WV

UnscoredInsufficient · 3
$8,570113,750 mi

Comparison: 3 similar vehicles

Elkins, WV

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Lewisburg, WV

UnscoredRobust · 64
$8,600162,267 mi

Comparison: 64 similar vehicles

Lewisburg, WV

2011 Chevrolet Equinox LTZ

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

2011 Chevrolet Equinox LTZ

Lewisburg, WV

UnscoredInsufficient · 4
$8,875147,143 mi

Comparison: 4 similar vehicles

Lewisburg, 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

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Ronceverte, WV

Fair PriceModerate · 23
$8,99597,332 mi

Market: $3,289 – $8,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Ronceverte, WV

2014 Hyundai Tucson GLS

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

2014 Hyundai Tucson GLS

Lewisburg, WV

UnscoredInsufficient · 4
$9,360130,886 mi

Comparison: 4 similar vehicles

Lewisburg, WV

No Photo

2018 Volkswagen Tiguan SE

Lexington, VA

UnscoredRobust · 158
$9,450141,590 mi

Comparison: 158 similar vehicles

Lexington, VA

2015 Ford Explorer Base

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

2015 Ford Explorer Base

Covington, VA

UnscoredLimited · 19
$9,495130,466 mi

Comparison: 19 similar vehicles

Covington, VA

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

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

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

2012 Subaru Forester X Limited

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

2012 Subaru Forester X Limited

Elkins, WV

UnscoredLimited · 9
$9,950117,790 mi

Comparison: 9 similar vehicles

Elkins, 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

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

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Elkins, WV

Fair PriceRobust · 94
$10,900106,158 mi

Market: $3,499 – $17,495

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Elkins, 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

2018 Ford Escape SE

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

2018 Ford Escape SE

Covington, VA

Fair PriceRobust · 214
$10,995117,928 mi

Market: $4,990 – $19,494

Comparison: 214 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 176 days listed (based on current market benchmarks)

Covington, VA

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

2019 Mitsubishi Outlander Sport ES

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

2019 Mitsubishi Outlander Sport ES

Lewisburg, WV

Fair PriceLimited · 12
$11,600116,570 mi

Market: $9,399 – $15,488

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 235 days listed (based on current market benchmarks)

Lewisburg, WV

2020 Ford Escape SE

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

2020 Ford Escape SE

Lewisburg, WV

UnscoredLimited · 7
$11,69094,662 mi

Comparison: 7 similar vehicles

Lewisburg, 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

2017 Kia Sportage SX

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

2017 Kia Sportage SX

Covington, VA

Fair PriceModerate · 31
$12,000111,562 mi

Market: $9,500 – $16,998

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Covington, VA

2016 Mazda CX-3 Touring

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

2016 Mazda CX-3 Touring

Covington, VA

UnscoredLimited · 6
$12,495110,930 mi

Comparison: 6 similar vehicles

Covington, VA

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

2013 Subaru Forester X

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

2013 Subaru Forester X

Craigsville, WV

UnscoredInsufficient · 0
$12,50059,579 mi

Craigsville, WV

2019 Ford Escape SE

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

2019 Ford Escape SE

Craigsville, WV

Fair PriceRobust · 131
$12,90073,154 mi

Market: $4,995 – $19,795

Comparison: 131 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 Compass Latitude

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

2018 Jeep Compass Latitude

Beverly, WV

Fair PriceRobust · 297
$12,900108,304 mi

Market: $4,400 – $20,188

Comparison: 297 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Beverly, WV

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Beverly, WV

Fair PriceRobust · 170
$12,90097,508 mi

Market: $7,495 – $25,000

Comparison: 170 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Beverly, WV

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Riverton, WV

Fair PriceRobust · 102
$12,900Mileage not verified

Market: $6,995 – $20,998

Comparison: 102 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Riverton, 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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