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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

3,862 listings found

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Mannington, WV

UnscoredModerate · 28
$3,075162,643 mi

Comparison: 28 similar vehicles

Mannington, WV

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

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Fairmont, WV

UnscoredRobust · 52
$5,450209,114 mi

Comparison: 52 similar vehicles

Fairmont, WV

2012 Nissan Murano SL

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

2012 Nissan Murano SL

Bridgeport, WV

UnscoredLimited · 15
$5,521169,220 mi

Comparison: 15 similar vehicles

Bridgeport, WV

2010 Honda CR-V LX

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

2010 Honda CR-V LX

Clarksburg, WV

UnscoredRobust · 52
$5,995151,210 mi

Comparison: 52 similar vehicles

Clarksburg, WV

2014 Nissan Murano SL

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

2014 Nissan Murano SL

Mannington, WV

UnscoredLimited · 8
$6,075160,970 mi

Comparison: 8 similar vehicles

Mannington, WV

2013 Mazda CX-5 Grand Touring

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

2013 Mazda CX-5 Grand Touring

Bridgeport, WV

UnscoredLimited · 14
$6,500183,894 mi

Comparison: 14 similar vehicles

Bridgeport, 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 · 51
$6,900172,467 mi

Comparison: 51 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

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Mannington, WV

UnscoredRobust · 72
$6,995164,171 mi

Comparison: 72 similar vehicles

Mannington, 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

No Photo

2017 Jeep Cherokee Sport Altitude

Grafton, WV

UnscoredInsufficient · 4
$7,484176,471 mi

Comparison: 4 similar vehicles

Grafton, WV

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

Mannington, WV

UnscoredRobust · 156
$7,500141,592 mi

Comparison: 156 similar vehicles

Mannington, WV

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

Elkins, WV

UnscoredLimited · 17
$7,900147,493 mi

Comparison: 17 similar vehicles

Elkins, 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

No Photo

2013 GMC Terrain SLE-2

Grafton, WV

Fair PriceLimited · 13
$7,98498,381 mi

Market: $2,995 – $8,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Grafton, WV

2018 Mitsubishi Outlander LE

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

2018 Mitsubishi Outlander LE

Bridgeport, WV

UnscoredInsufficient · 0
$7,990142,076 mi

Bridgeport, 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

2013 Toyota RAV4 XLE

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

2013 Toyota RAV4 XLE

Bridgeport, WV

UnscoredRobust · 104
$7,990215,654 mi

Comparison: 104 similar vehicles

Bridgeport, WV

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Mannington, WV

UnscoredInsufficient · 3
$7,995135,977 mi

Comparison: 3 similar vehicles

Mannington, WV

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Mannington, WV

UnscoredModerate · 45
$7,995122,308 mi

Comparison: 45 similar vehicles

Mannington, WV

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Mannington, WV

UnscoredInsufficient · 3
$7,995104,135 mi

Comparison: 3 similar vehicles

Mannington, WV

2014 Nissan JUKE S

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

2014 Nissan JUKE S

Mannington, WV

UnscoredLimited · 7
$7,995125,861 mi

Comparison: 7 similar vehicles

Mannington, WV

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Mannington, WV

Fair PriceLimited · 14
$7,99581,438 mi

Market: $1,795 – $8,886

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 355 days listed (based on current market benchmarks)

Mannington, WV

2013 Jeep Grand Cherokee Laredo X

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

2013 Jeep Grand Cherokee Laredo X

Fairmont, WV

UnscoredLimited · 17
$7,995159,111 mi

Comparison: 17 similar vehicles

Fairmont, WV

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Mannington, WV

UnscoredRobust · 61
$7,995121,934 mi

Comparison: 61 similar vehicles

Mannington, WV

2013 Hyundai Tucson GLS

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

2013 Hyundai Tucson GLS

Mannington, WV

UnscoredLimited · 19
$7,995120,759 mi

Comparison: 19 similar vehicles

Mannington, WV

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Shinnston, WV

Fair PriceLimited · 17
$7,995116,934 mi

Market: $2,599 – $14,099

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Shinnston, WV

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Mannington, WV

UnscoredModerate · 22
$7,995130,298 mi

Comparison: 22 similar vehicles

Mannington, WV

2004 Toyota 4Runner SR5

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

2004 Toyota 4Runner SR5

Morgantown, WV

UnscoredInsufficient · 3
$7,995202,496 mi

Comparison: 3 similar vehicles

Morgantown, WV

2011 Jeep Wrangler Sport

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

2011 Jeep Wrangler Sport

White Hall, WV

UnscoredModerate · 43
$8,000130,000 mi

Comparison: 43 similar vehicles

White Hall, WV

2017 Kia Sorento LX

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

2017 Kia Sorento LX

White Hall, WV

UnscoredRobust · 87
$8,325158,290 mi

Comparison: 87 similar vehicles

White Hall, WV

No Photo

2015 Ford Escape SE

Mannington, WV

UnscoredLimited · 7
$8,495108,364 mi

Comparison: 7 similar vehicles

Mannington, WV

2014 Ford Escape SE

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

2014 Ford Escape SE

Mannington, WV

UnscoredInsufficient · 3
$8,500105,264 mi

Comparison: 3 similar vehicles

Mannington, WV

No Photo

2014 Ford Escape Titanium

Mannington, WV

Fair PriceRobust · 111
$8,50093,473 mi

Market: $3,800 – $25,000

Comparison: 111 similar vehicles

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

Mannington, 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

Morgantown, WV

UnscoredRobust · 66
$8,500170,417 mi

Comparison: 66 similar vehicles

Morgantown, 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 · 33 days listed (based on current market benchmarks)

Buckhannon, WV

2021 Ford EcoSport SES

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

2021 Ford EcoSport SES

Reedsville, WV

UnscoredLimited · 9
$8,895130,671 mi

Comparison: 9 similar vehicles

Reedsville, 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 · 63
$8,900172,007 mi

Comparison: 63 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

No Photo

2017 Jeep Cherokee Latitude

Grafton, WV

UnscoredRobust · 129
$8,984120,008 mi

Comparison: 129 similar vehicles

Grafton, WV

2017 Jeep Cherokee Trailhawk

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

2017 Jeep Cherokee Trailhawk

Bridgeport, WV

UnscoredModerate · 35
$8,990132,518 mi

Comparison: 35 similar vehicles

Bridgeport, WV

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Bridgeport, WV

Fair PriceRobust · 64
$8,99091,253 mi

Market: $3,995 – $16,900

Comparison: 64 similar vehicles

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

Bridgeport, WV

No Photo

2017 Ford Escape SE

Mannington, WV

Fair PriceLimited · 17
$8,995117,447 mi

Market: $7,495 – $12,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Mannington, WV

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Mannington, WV

Fair PriceRobust · 207
$8,995116,978 mi

Market: $3,995 – $16,998

Comparison: 207 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Mannington, WV

2016 Ford Escape SE

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

2016 Ford Escape SE

Mannington, WV

UnscoredLimited · 5
$8,995109,720 mi

Comparison: 5 similar vehicles

Mannington, WV

2015 Ford Escape SE

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

2015 Ford Escape SE

Mannington, WV

UnscoredLimited · 7
$8,995118,907 mi

Comparison: 7 similar vehicles

Mannington, WV

2015 Ford Escape SE

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

2015 Ford Escape SE

Mannington, WV

UnscoredLimited · 7
$8,995107,626 mi

Comparison: 7 similar vehicles

Mannington, 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 · 83
$8,995177,907 mi

Comparison: 83 similar vehicles

Weston, 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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