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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

93 listings found

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

Unscored
$6,075160,970 mi

Comparison: 26 similar vehicles

Mannington, 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

UnscoredInsufficient · 3
$6,995164,171 mi

Comparison: 3 similar vehicles

Mannington, WV

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

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

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

Unscored
$7,995112,354 mi

Comparison: 6 similar vehicles

Mannington, 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

Unscored
$7,995135,977 mi

Comparison: 92 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

Unscored
$7,995122,308 mi

Comparison: 40 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

Unscored
$7,995125,861 mi

Comparison: 8 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 · 18
$7,99581,438 mi

Market: $1,795 – $8,999

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 368 days listed (based on current market benchmarks)

Mannington, 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

Unscored
$7,995121,934 mi

Comparison: 56 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

Unscored
$7,995120,759 mi

Comparison: 18 similar vehicles

Mannington, 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

Unscored
$7,995130,298 mi

Comparison: 24 similar vehicles

Mannington, WV

No Photo

2015 Ford Escape SE

Mannington, WV

Unscored
$8,495108,364 mi

Comparison: 6 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

UnscoredInsufficient · 3
$8,50093,473 mi

Comparison: 3 similar vehicles

Mannington, WV

2020 Chevrolet Sonic

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

2020 Chevrolet Sonic

Mannington, WV

UnscoredInsufficient · 0
$8,995111,299 mi

Mannington, WV

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Mannington, WV

UnscoredInsufficient · 3
$8,995148,374 mi

Comparison: 3 similar vehicles

Mannington, WV

2018 Hyundai Elantra GT

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

2018 Hyundai Elantra GT

Mannington, WV

Fair PriceModerate · 27
$8,995118,219 mi

Market: $7,500 – $13,998

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Mannington, WV

No Photo

2017 Ford Escape SE

Mannington, WV

Fair PriceLimited · 14
$8,995117,447 mi

Market: $2,994 – $11,296

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 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 · 184
$8,995116,978 mi

Market: $3,995 – $16,998

Comparison: 184 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 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

UnscoredInsufficient · 3
$8,995109,720 mi

Comparison: 3 similar vehicles

Mannington, WV

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Mannington, WV

Fair PriceRobust · 89
$8,995105,439 mi

Market: $3,300 – $11,370

Comparison: 89 similar vehicles

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

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

Unscored
$8,995118,907 mi

Comparison: 6 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

Unscored
$8,995107,626 mi

Comparison: 6 similar vehicles

Mannington, WV

No Photo

2014 Kia Sportage LX

Mannington, WV

Fair PriceRobust · 50
$8,99592,345 mi

Market: $4,955 – $12,595

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Mannington, WV

2013 Ford Explorer Base

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

2013 Ford Explorer Base

Mannington, WV

Unscored
$8,995124,077 mi

Comparison: 38 similar vehicles

Mannington, WV

2013 Buick Encore Leather

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

2013 Buick Encore Leather

Mannington, WV

UnscoredInsufficient · 0
$8,995117,227 mi

Mannington, WV

2010 Cadillac SRX Luxury Collection

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

2010 Cadillac SRX Luxury Collection

Mannington, WV

Unscored
$9,500132,135 mi

Comparison: 9 similar vehicles

Mannington, WV

2007 Saturn Sky Red Line

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

2007 Saturn Sky Red Line

Mannington, WV

UnscoredInsufficient · 4
$9,90089,744 mi

Comparison: 4 similar vehicles

Mannington, WV

2013 Kia Sportage LX

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

2013 Kia Sportage LX

Mannington, WV

Fair PriceModerate · 30
$9,995106,362 mi

Market: $3,995 – $10,107

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 594 days listed (based on current market benchmarks)

Mannington, WV

2004 BMW Z4 3

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

2004 BMW Z4 3

Mannington, WV

UnscoredInsufficient · 3
$10,00071,731 mi

Comparison: 3 similar vehicles

Mannington, WV

1988 Chevrolet Corvette

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

1988 Chevrolet Corvette

Mannington, WV

UnscoredInsufficient · 0
$10,00092,017 mi

Mannington, WV

2014 Nissan Rogue SL

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

2014 Nissan Rogue SL

Mannington, WV

Fair PriceModerate · 29
$10,500112,606 mi

Market: $3,995 – $13,800

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 203 days listed (based on current market benchmarks)

Mannington, WV

2015 Jeep Renegade Trailhawk

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

2015 Jeep Renegade Trailhawk

Mannington, WV

Fair PriceLimited · 10
$10,900117,874 mi

Market: $6,995 – $16,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 180 days listed (based on current market benchmarks)

Mannington, WV

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Mannington, WV

Fair PriceRobust · 113
$10,995103,652 mi

Market: $4,795 – $18,971

Comparison: 113 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Mannington, WV

No Photo

2017 Jeep Cherokee Sport

Mannington, WV

Fair PriceLimited · 18
$10,99598,327 mi

Market: $9,799 – $15,990

Comparison: 18 similar vehicles

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

Mannington, WV

No Photo

2017 Kia Sorento LX

Mannington, WV

Fair PriceRobust · 92
$10,99573,572 mi

Market: $5,995 – $17,795

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Mannington, WV

2015 Ford Explorer Sport

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

2015 Ford Explorer Sport

Mannington, WV

Fair PriceModerate · 29
$11,500118,864 mi

Market: $4,588 – $15,794

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Mannington, WV

2014 Hyundai Santa Fe GLS

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

2014 Hyundai Santa Fe GLS

Mannington, WV

UnscoredInsufficient · 0
$11,500121,184 mi

Mannington, WV

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Mannington, WV

Fair PriceLimited · 16
$11,900101,196 mi

Market: $7,700 – $15,748

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

Mannington, WV

2020 Ford Ecosport Titanium

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

2020 Ford Ecosport Titanium

Mannington, WV

Unscored
$11,900105,678 mi

Comparison: 6 similar vehicles

Mannington, WV

2017 Hyundai Tucson Value

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

2017 Hyundai Tucson Value

Mannington, WV

UnscoredInsufficient · 0
$11,995110,729 mi

Mannington, WV

2016 Hyundai Tucson Eco

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

2016 Hyundai Tucson Eco

Mannington, WV

Unscored
$11,99598,847 mi

Comparison: 6 similar vehicles

Mannington, WV

2014 Mazda CX-5 Touring

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

2014 Mazda CX-5 Touring

Mannington, WV

Fair PriceModerate · 33
$11,995112,244 mi

Market: $5,970 – $16,998

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 263 days listed (based on current market benchmarks)

Mannington, WV

2014 Jeep Wrangler Unlimited Sport

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

2014 Jeep Wrangler Unlimited Sport

Mannington, WV

Unscored
$12,995135,197 mi

Comparison: 112 similar vehicles

Mannington, WV

2021 Ford Edge SEL

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

2021 Ford Edge SEL

Mannington, WV

Fair PriceModerate · 42
$13,575117,008 mi

Market: $9,495 – $20,412

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Mannington, WV

No Photo

2020 Ford Escape SE

Mannington, WV

Unscored
$14,99566,276 mi

Comparison: 6 similar vehicles

Mannington, WV

2021 Jeep Cherokee Latitude Plus

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

2021 Jeep Cherokee Latitude Plus

Mannington, WV

Unscored
$15,900120,348 mi

Comparison: 18 similar vehicles

Mannington, WV

2017 Jeep Wrangler Sport S

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

2017 Jeep Wrangler Sport S

Mannington, WV

Fair PriceRobust · 62
$15,995119,471 mi

Market: $11,999 – $21,995

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Mannington, WV

2020 Kia Telluride S

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

2020 Kia Telluride S

Mannington, WV

UnscoredInsufficient · 3
$16,900116,515 mi

Comparison: 3 similar vehicles

Mannington, 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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