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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

384 listings found

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Bridgeport, WV

UnscoredModerate · 34
$2,50095,282 mi

Comparison: 34 similar vehicles

Bridgeport, WV

2008 Nissan Altima S

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

2008 Nissan Altima S

Morgantown, WV

Fair PriceLimited · 16
$4,070119,216 mi

Market: $2,995 – $6,998

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Morgantown, WV

2010 Mitsubishi Lancer DE

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

2010 Mitsubishi Lancer DE

Fairmont, WV

UnscoredInsufficient · 0
$4,800146,751 mi

Fairmont, WV

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Gassaway, WV

UnscoredModerate · 44
$4,962169,473 mi

Comparison: 44 similar vehicles

Gassaway, WV

2007 Mercedes-Benz S-Class S550

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

2007 Mercedes-Benz S-Class S550

Bridgeport, WV

UnscoredModerate · 20
$4,990213,757 mi

Comparison: 20 similar vehicles

Bridgeport, WV

2015 BMW 3 Series 320i

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

2015 BMW 3 Series 320i

Morgantown, WV

Fair PriceLimited · 15
$4,995105,254 mi

Market: $4,495 – $15,786

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Morgantown, WV

No Photo

2010 Chrysler 300 Touring

Grafton, WV

UnscoredInsufficient · 3
$5,484137,663 mi

Comparison: 3 similar vehicles

Grafton, WV

2016 Kia Forte LX

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

2016 Kia Forte LX

White Hall, WV

UnscoredRobust · 52
$5,500125,000 mi

Comparison: 52 similar vehicles

White Hall, WV

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Bridgeport, WV

UnscoredModerate · 36
$5,990122,108 mi

Comparison: 36 similar vehicles

Bridgeport, WV

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Morgantown, WV

UnscoredRobust · 64
$5,995188,223 mi

Comparison: 64 similar vehicles

Morgantown, WV

2012 Kia Optima LX

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

2012 Kia Optima LX

Matamoras, OH

UnscoredLimited · 9
$6,900147,256 mi

Comparison: 9 similar vehicles

Matamoras, OH

2015 Chevrolet Sonic LS

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

2015 Chevrolet Sonic LS

Mannington, WV

UnscoredInsufficient · 3
$6,99580,203 mi

Comparison: 3 similar vehicles

Mannington, WV

2012 Chevrolet Impala LT

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

2012 Chevrolet Impala LT

Buckhannon, WV

Fair PriceLimited · 13
$6,99596,369 mi

Market: $4,000 – $9,950

Comparison: 13 similar vehicles

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

Buckhannon, WV

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Mannington, WV

UnscoredInsufficient · 4
$6,995131,718 mi

Comparison: 4 similar vehicles

Mannington, WV

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Weston, WV

UnscoredLimited · 5
$6,99580,850 mi

Comparison: 5 similar vehicles

Weston, 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 PriceModerate · 22
$7,498113,831 mi

Market: $3,200 – $10,344

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Buckhannon, WV

2015 Volkswagen Jetta S

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

2015 Volkswagen Jetta S

Morgantown, WV

Fair PriceModerate · 30
$7,87472,115 mi

Market: $3,995 – $15,345

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Morgantown, 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

UnscoredModerate · 24
$7,898123,488 mi

Comparison: 24 similar vehicles

Buckhannon, WV

2008 Mercedes-Benz E-Class E350

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

2008 Mercedes-Benz E-Class E350

Fairmont, WV

UnscoredInsufficient · 4
$7,89986,780 mi

Comparison: 4 similar vehicles

Fairmont, WV

2016 Dodge Dart SXT Sport

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

2016 Dodge Dart SXT Sport

Mannington, WV

UnscoredInsufficient · 3
$7,995112,354 mi

Comparison: 3 similar vehicles

Mannington, WV

2014 Ford Fiesta SE

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

2014 Ford Fiesta SE

Morgantown, WV

Fair PriceModerate · 29
$7,99598,870 mi

Market: $2,995 – $8,812

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1260 days listed (based on current market benchmarks)

Morgantown, WV

2010 Toyota Corolla Base

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

2010 Toyota Corolla Base

Fairmont, WV

UnscoredLimited · 16
$7,995141,911 mi

Comparison: 16 similar vehicles

Fairmont, WV

2008 BMW 5 Series 528xi

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

2008 BMW 5 Series 528xi

Morgantown, WV

UnscoredInsufficient · 4
$7,99597,317 mi

Comparison: 4 similar vehicles

Morgantown, 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 PriceLimited · 13
$8,498111,401 mi

Market: $3,995 – $9,146

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 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

UnscoredLimited · 5
$8,49894,652 mi

Comparison: 5 similar vehicles

Buckhannon, WV

2015 Volvo S60 T5 Premier

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

2015 Volvo S60 T5 Premier

Beverly, WV

UnscoredModerate · 21
$8,900130,001 mi

Comparison: 21 similar vehicles

Beverly, WV

2016 Chevrolet Cruze Limited LS

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

2016 Chevrolet Cruze Limited LS

Beverly, WV

Fair PriceModerate · 21
$8,99975,548 mi

Market: $3,700 – $10,990

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Beverly, WV

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Elkins, WV

Fair PriceRobust · 91
$9,87575,186 mi

Market: $2,905 – $11,495

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 825 days listed (based on current market benchmarks)

Elkins, WV

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Morgantown, WV

Fair PriceModerate · 43
$9,950102,754 mi

Market: $4,495 – $13,295

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1391 days listed (based on current market benchmarks)

Morgantown, WV

2017 Subaru Impreza Base

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

2017 Subaru Impreza Base

Morgantown, WV

Fair PriceRobust · 59
$9,995115,736 mi

Market: $5,950 – $14,599

Comparison: 59 similar vehicles

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

Morgantown, WV

No Photo

2018 Chevrolet Cruze LT

Grafton, WV

Fair PriceRobust · 138
$9,99898,312 mi

Market: $5,500 – $16,988

Comparison: 138 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Grafton, WV

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Clarksburg, WV

UnscoredInsufficient · 3
$9,99994,487 mi

Comparison: 3 similar vehicles

Clarksburg, WV

2017 Volkswagen Jetta S

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

2017 Volkswagen Jetta S

Clarksburg, WV

Fair PriceRobust · 54
$9,99998,149 mi

Market: $2,700 – $15,995

Comparison: 54 similar vehicles

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

Clarksburg, WV

2021 Nissan Versa Sedan S

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

2021 Nissan Versa Sedan S

Morgantown, WV

Fair PriceModerate · 26
$10,075106,039 mi

Market: $8,000 – $14,372

Comparison: 26 similar vehicles

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

Morgantown, WV

2017 Chevrolet Cruze Premier

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

2017 Chevrolet Cruze Premier

Bridgeport, WV

Fair PriceLimited · 19
$10,56476,174 mi

Market: $7,195 – $14,998

Comparison: 19 similar vehicles

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

Bridgeport, WV

2017 Toyota Camry SE

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

2017 Toyota Camry SE

White Hall, WV

UnscoredRobust · 83
$10,570155,265 mi

Comparison: 83 similar vehicles

White Hall, WV

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Clarksburg, WV

UnscoredInsufficient · 3
$10,575102,167 mi

Comparison: 3 similar vehicles

Clarksburg, WV

2013 Ford Taurus SEL

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

2013 Ford Taurus SEL

Jane Lew, WV

Fair PriceLimited · 17
$10,990105,255 mi

Market: $5,750 – $12,989

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Jane Lew, WV

No Photo

2016 Chevrolet Impala 1FL

Morgantown, WV

UnscoredInsufficient · 0
$10,995105,794 mi

Morgantown, WV

2016 Subaru Legacy 2.5i Premium

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

2016 Subaru Legacy 2.5i Premium

Little Birch, WV

Fair PriceLimited · 17
$10,99596,523 mi

Market: $5,200 – $15,998

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Little Birch, WV

2015 Subaru Legacy 2.5i Limited

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

2015 Subaru Legacy 2.5i Limited

Westover, WV

UnscoredModerate · 25
$10,995121,949 mi

Comparison: 25 similar vehicles

Westover, WV

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Westover, WV

UnscoredRobust · 65
$10,995143,895 mi

Comparison: 65 similar vehicles

Westover, 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

UnscoredLimited · 8
$10,998135,972 mi

Comparison: 8 similar vehicles

Buckhannon, WV

2015 Subaru Legacy 2.5i Premium

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

2015 Subaru Legacy 2.5i Premium

Beverly, WV

Fair PriceModerate · 21
$11,900104,710 mi

Market: $6,325 – $13,393

Comparison: 21 similar vehicles

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

Beverly, WV

2016 Mazda MAZDA3 i Sport

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

2016 Mazda MAZDA3 i Sport

Clarksburg, WV

Fair PriceRobust · 50
$11,93598,274 mi

Market: $2,995 – $15,998

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Clarksburg, WV

2021 Nissan Versa Sedan SV

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

2021 Nissan Versa Sedan SV

Jane Lew, WV

UnscoredModerate · 28
$11,990122,477 mi

Comparison: 28 similar vehicles

Jane Lew, WV

2018 Kia Optima LX

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

2018 Kia Optima LX

Jane Lew, WV

Fair PriceRobust · 84
$11,990106,517 mi

Market: $5,550 – $15,800

Comparison: 84 similar vehicles

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

Jane Lew, WV

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Shinnston, WV

Fair PriceRobust · 154
$11,99566,512 mi

Market: $3,900 – $17,988

Comparison: 154 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Shinnston, WV

2020 Chevrolet Sonic LS

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

2020 Chevrolet Sonic LS

Morgantown, WV

UnscoredInsufficient · 4
$11,99752,622 mi

Comparison: 4 similar vehicles

Morgantown, WV

2019 Chevrolet Cruze LS

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

2019 Chevrolet Cruze LS

Morgantown, WV

OverpricedLimited · 16
$12,07596,222 mi

Market: $5,250 – $10,136

Comparison: 16 similar vehicles

Priced ~19% above the typical market range for similar vehicles (based on current market benchmarks)

Morgantown, 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. 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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