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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 9, 2026

7.3M+

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

2,592 listings found

2008 Toyota Camry Solara SE

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

2008 Toyota Camry Solara SE

Lexington, VA

Unscored
$4,250187,875 mi

Comparison: 5 similar vehicles

Lexington, VA

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Lewisburg, WV

Unscored
$4,995207,766 mi

Comparison: 14 similar vehicles

Lewisburg, WV

2011 Chrysler 200 Limited

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

2011 Chrysler 200 Limited

Ronceverte, WV

Unscored
$4,995136,200 mi

Comparison: 5 similar vehicles

Ronceverte, WV

2010 Nissan Sentra S

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

2010 Nissan Sentra S

Covington, VA

UnscoredInsufficient · 4
$5,495196,374 mi

Comparison: 4 similar vehicles

Covington, VA

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

1993 Dodge Daytona

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

1993 Dodge Daytona

Lewisburg, WV

UnscoredInsufficient · 0
$5,80078,385 mi

Lewisburg, WV

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

Unscored
$5,950197,645 mi

Comparison: 12 similar vehicles

Lexington, VA

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

Unscored
$5,995224,814 mi

Comparison: 6 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

Unscored
$5,995221,018 mi

Comparison: 11 similar vehicles

Ronceverte, WV

2017 Ford Escape SE

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

2017 Ford Escape SE

Lewisburg, WV

Unscored
$6,380205,517 mi

Comparison: 298 similar vehicles

Lewisburg, WV

2007 Pontiac Solstice Base

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

2007 Pontiac Solstice Base

Lewisburg, WV

Unscored
$6,600100,729 mi

Comparison: 8 similar vehicles

Lewisburg, WV

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Lewisburg, WV

Unscored
$6,700171,861 mi

Comparison: 20 similar vehicles

Lewisburg, WV

No Photo

2010 Toyota Corolla Base

Lexington, VA

Unscored
$6,950174,156 mi

Comparison: 14 similar vehicles

Lexington, VA

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Lewisburg, WV

Unscored
$6,995160,819 mi

Comparison: 44 similar vehicles

Lewisburg, 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 · 0
$6,995173,039 mi

Lewisburg, WV

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Lewisburg, WV

Unscored
$6,995150,777 mi

Comparison: 20 similar vehicles

Lewisburg, 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: 28 similar vehicles

Buckhannon, WV

2011 Chrysler 200 Touring

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

2011 Chrysler 200 Touring

Covington, VA

UnscoredInsufficient · 4
$6,995112,733 mi

Comparison: 4 similar vehicles

Covington, VA

2007 Ford F-150 XL

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

2007 Ford F-150 XL

Covington, VA

Unscored
$6,995251,236 mi

Comparison: 7 similar vehicles

Covington, VA

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

2004 Ford F-250 Super Duty XL

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

2004 Ford F-250 Super Duty XL

Riverton, WV

Fair PriceLimited · 13
$6,995102,000 mi

Market: $5,000 – $21,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Riverton, WV

2001 Dodge Durango

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

2001 Dodge Durango

Lewisburg, WV

UnscoredInsufficient · 0
$6,995148,587 mi

Lewisburg, 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

Lexington, VA

Unscored
$7,450127,255 mi

Comparison: 46 similar vehicles

Lexington, VA

2013 Dodge Grand Caravan American Value Package

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

2013 Dodge Grand Caravan American Value Package

Covington, VA

UnscoredInsufficient · 0
$7,495194,540 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

Unscored
$7,495161,460 mi

Comparison: 9 similar vehicles

Covington, VA

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Lewisburg, WV

Unscored
$7,600187,516 mi

Comparison: 127 similar vehicles

Lewisburg, WV

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

Unscored
$7,650144,953 mi

Comparison: 31 similar vehicles

Lewisburg, WV

2014 Hyundai Santa Fe Sport

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

2014 Hyundai Santa Fe Sport

Lewisburg, WV

Unscored
$7,700142,363 mi

Comparison: 27 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

Unscored
$7,700176,223 mi

Comparison: 7 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

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Lewisburg, WV

Unscored
$7,980241,123 mi

Comparison: 41 similar vehicles

Lewisburg, WV

2014 Ford Focus SE

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

2014 Ford Focus SE

Craigsville, WV

Fair PriceRobust · 100
$7,990114,445 mi

Market: $2,700 – $12,186

Comparison: 100 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Craigsville, WV

2017 Ford Edge SE

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

2017 Ford Edge SE

Covington, VA

UnscoredInsufficient · 4
$7,995134,695 mi

Comparison: 4 similar vehicles

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
$8,470113,752 mi

Comparison: 3 similar vehicles

Elkins, 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

Unscored
$8,495151,444 mi

Comparison: 110 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

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Lewisburg, WV

Unscored
$8,600182,407 mi

Comparison: 96 similar vehicles

Lewisburg, 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

Unscored
$8,600162,267 mi

Comparison: 28 similar vehicles

Lewisburg, WV

2019 Kia FORTE LXS

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

2019 Kia FORTE LXS

Lewisburg, WV

Unscored
$8,800163,693 mi

Comparison: 54 similar vehicles

Lewisburg, WV

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Lewisburg, WV

Unscored
$8,800180,018 mi

Comparison: 31 similar vehicles

Lewisburg, WV

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

Lewisburg, WV

Unscored
$8,800229,522 mi

Comparison: 13 similar vehicles

Lewisburg, WV

1996 Chevrolet P30

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

1996 Chevrolet P30

Lewisburg, WV

UnscoredInsufficient · 0
$8,80562,124 mi

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 · 0
$8,875147,143 mi

Lewisburg, WV

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Lewisburg, WV

Fair PriceRobust · 50
$8,90099,431 mi

Market: $4,900 – $11,895

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Lewisburg, 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

Unscored
$8,900130,001 mi

Comparison: 28 similar vehicles

Beverly, 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

Little Birch, WV

Unscored
$8,995126,578 mi

Comparison: 171 similar vehicles

Little Birch, WV

2015 Nissan LEAF S

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

2015 Nissan LEAF S

Ronceverte, WV

UnscoredInsufficient · 0
$8,99561,854 mi

Ronceverte, 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 · 133
$8,995112,512 mi

Market: $3,800 – $17,595

Comparison: 133 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Little Birch, 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 · 27
$8,99975,548 mi

Market: $3,700 – $10,990

Comparison: 27 similar vehicles

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

Beverly, 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

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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