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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 3, 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

488 listings found

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

Buckhannon, WV

Unscored
$6,236170,536 mi

Comparison: 17 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

Unscored
$6,900172,467 mi

Comparison: 77 similar vehicles

Buckhannon, 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

Unscored
$6,995128,837 mi

Comparison: 31 similar vehicles

Buckhannon, WV

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Buckhannon, WV

Fair PriceLimited · 17
$7,498113,831 mi

Market: $3,955 – $10,344

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Buckhannon, WV

2012 Chevrolet Malibu 1LS

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

2012 Chevrolet Malibu 1LS

Buckhannon, WV

Unscored
$7,898123,488 mi

Comparison: 34 similar vehicles

Buckhannon, WV

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Buckhannon, WV

Unscored
$8,498128,647 mi

Comparison: 86 similar vehicles

Buckhannon, WV

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Buckhannon, WV

Fair PriceModerate · 21
$8,498111,401 mi

Market: $3,995 – $9,146

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Buckhannon, WV

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Buckhannon, WV

Unscored
$8,49894,652 mi

Comparison: 7 similar vehicles

Buckhannon, 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 · 14
$8,741105,624 mi

Market: $5,000 – $15,990

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 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

Unscored
$8,900172,007 mi

Comparison: 53 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

Unscored
$8,900172,975 mi

Comparison: 30 similar vehicles

Buckhannon, 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

Unscored
$9,898167,917 mi

Comparison: 42 similar vehicles

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

Unscored
$9,898186,161 mi

Comparison: 62 similar vehicles

Buckhannon, WV

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Buckhannon, WV

UnscoredInsufficient · 3
$10,74199,488 mi

Comparison: 3 similar vehicles

Buckhannon, 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 PriceModerate · 21
$10,900112,914 mi

Market: $5,195 – $11,983

Comparison: 21 similar vehicles

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

Buckhannon, WV

2018 Chevrolet Malibu 1FL

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

2018 Chevrolet Malibu 1FL

Buckhannon, WV

OverpricedLimited · 10
$10,998135,972 mi

Market: $6,500 – $10,995

Comparison: 10 similar vehicles

Buckhannon, WV

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Buckhannon, WV

Fair PriceRobust · 52
$10,998118,815 mi

Market: $3,495 – $14,988

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Buckhannon, WV

2015 Dodge Grand Caravan SE Plus

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

2015 Dodge Grand Caravan SE Plus

Buckhannon, WV

UnscoredInsufficient · 0
$10,99882,479 mi

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

Unscored
$10,998154,559 mi

Comparison: 44 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 PriceModerate · 44
$10,998111,698 mi

Market: $3,799 – $14,898

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 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

2020 Kia FORTE LXS

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

2020 Kia FORTE LXS

Buckhannon, WV

Fair PriceModerate · 48
$11,81872,298 mi

Market: $4,995 – $13,337

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Buckhannon, 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

UnscoredInsufficient · 4
$11,900124,687 mi

Comparison: 4 similar vehicles

Buckhannon, 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

Unscored
$12,240125,185 mi

Comparison: 32 similar vehicles

Buckhannon, WV

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Buckhannon, WV

Fair PriceRobust · 420
$12,900107,231 mi

Market: $4,700 – $19,988

Comparison: 420 similar vehicles

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

Buckhannon, WV

2018 Chevrolet Equinox Premier

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

2018 Chevrolet Equinox Premier

Buckhannon, WV

Fair PriceRobust · 132
$12,900116,128 mi

Market: $8,900 – $17,298

Comparison: 132 similar vehicles

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

Buckhannon, WV

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Buckhannon, WV

Fair PriceRobust · 182
$13,44196,914 mi

Market: $7,845 – $19,998

Comparison: 182 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Buckhannon, WV

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Buckhannon, WV

Unscored
$13,739124,551 mi

Comparison: 70 similar vehicles

Buckhannon, WV

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Buckhannon, WV

UnscoredInsufficient · 3
$13,995186,766 mi

Comparison: 3 similar vehicles

Buckhannon, WV

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Buckhannon, WV

Unscored
$14,900115,685 mi

Comparison: 26 similar vehicles

Buckhannon, WV

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Buckhannon, WV

Unscored
$14,900164,664 mi

Comparison: 140 similar vehicles

Buckhannon, WV

2019 Subaru Ascent Premium

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

2019 Subaru Ascent Premium

Buckhannon, WV

Fair PriceRobust · 70
$15,442101,688 mi

Market: $9,995 – $21,439

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Buckhannon, WV

2020 RAM 1500 Classic Warlock

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

2020 RAM 1500 Classic Warlock

Buckhannon, WV

Unscored
$15,741169,802 mi

Comparison: 51 similar vehicles

Buckhannon, WV

2019 Jeep Cherokee Altitude

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

2019 Jeep Cherokee Altitude

Buckhannon, WV

Fair PriceModerate · 43
$15,74190,031 mi

Market: $7,495 – $23,990

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Buckhannon, WV

2015 Jeep Wrangler Unlimited Rubicon

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

2015 Jeep Wrangler Unlimited Rubicon

Buckhannon, WV

Unscored
$15,900126,281 mi

Comparison: 87 similar vehicles

Buckhannon, WV

2016 Nissan Frontier SV

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

2016 Nissan Frontier SV

Buckhannon, WV

Fair PriceRobust · 112
$15,995106,067 mi

Market: $8,990 – $23,494

Comparison: 112 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Buckhannon, WV

2018 Nissan Armada SL

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

2018 Nissan Armada SL

Buckhannon, WV

Fair PriceLimited · 14
$16,141113,662 mi

Market: $9,999 – $16,636

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Buckhannon, WV

2016 Dodge Durango Limited

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

2016 Dodge Durango Limited

Buckhannon, WV

Unscored
$16,14184,493 mi

Comparison: 6 similar vehicles

Buckhannon, WV

2018 Lincoln MKZ Reserve

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

2018 Lincoln MKZ Reserve

Buckhannon, WV

Fair PriceRobust · 57
$16,24070,997 mi

Market: $10,500 – $21,590

Comparison: 57 similar vehicles

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

Buckhannon, WV

2019 Chevrolet Equinox Premier

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

2019 Chevrolet Equinox Premier

Buckhannon, WV

Fair PriceRobust · 89
$16,74173,358 mi

Market: $5,600 – $18,995

Comparison: 89 similar vehicles

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

Buckhannon, WV

2020 Chrysler Pacifica Limited

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

2020 Chrysler Pacifica Limited

Buckhannon, WV

Fair PriceRobust · 57
$17,20092,426 mi

Market: $9,500 – $21,095

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Buckhannon, WV

2022 Toyota Corolla LE

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

2022 Toyota Corolla LE

Buckhannon, WV

Fair PriceRobust · 97
$17,56960,579 mi

Market: $10,699 – $22,462

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Buckhannon, WV

2019 RAM 1500 Classic Big Horn

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

2019 RAM 1500 Classic Big Horn

Buckhannon, WV

Unscored
$17,900152,586 mi

Comparison: 31 similar vehicles

Buckhannon, WV

2018 Jeep All-New Wrangler Unlimited Sport

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

2018 Jeep All-New Wrangler Unlimited Sport

Buckhannon, WV

Unscored
$17,900149,646 mi

Comparison: 42 similar vehicles

Buckhannon, WV

2018 Jeep All-New Wrangler Unlimited Sahara

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

2018 Jeep All-New Wrangler Unlimited Sahara

Buckhannon, WV

Unscored
$17,900152,877 mi

Comparison: 233 similar vehicles

Buckhannon, WV

2015 Jeep Wrangler Unlimited Rubicon Hard Rock

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

2015 Jeep Wrangler Unlimited Rubicon Hard Rock

Buckhannon, WV

UnscoredInsufficient · 0
$17,900125,142 mi

Buckhannon, WV

2016 Toyota Tacoma Limited

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

2016 Toyota Tacoma Limited

Buckhannon, WV

Unscored
$17,995215,717 mi

Comparison: 23 similar vehicles

Buckhannon, WV

2014 Toyota Tacoma Base

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

2014 Toyota Tacoma Base

Buckhannon, WV

Unscored
$17,995188,513 mi

Comparison: 84 similar vehicles

Buckhannon, WV

2022 Mitsubishi Eclipse Cross SE

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

2022 Mitsubishi Eclipse Cross SE

Buckhannon, WV

UnscoredInsufficient · 0
$18,07542,305 mi

Buckhannon, WV

2017 GMC Sierra 1500 Denali

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

2017 GMC Sierra 1500 Denali

Buckhannon, WV

Unscored
$18,441176,561 mi

Comparison: 53 similar vehicles

Buckhannon, WV

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.
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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