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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

13,316 listings found

1994 Toyota Camry

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

1994 Toyota Camry

Winfield, WV

UnscoredInsufficient · 0
$2,500302,431 mi

Winfield, WV

1999 Toyota Avalon XL

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

1999 Toyota Avalon XL

Winfield, WV

UnscoredInsufficient · 0
$2,800187,489 mi

Winfield, WV

2009 Toyota Sienna LE

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

2009 Toyota Sienna LE

Pikeville, KY

UnscoredInsufficient · 4
$2,999280,037 mi

Comparison: 4 similar vehicles

Pikeville, KY

2007 Chrysler Town & Country Touring

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

2007 Chrysler Town & Country Touring

Saint Albans, WV

UnscoredInsufficient · 0
$3,000168,502 mi

Saint Albans, WV

2005 Hyundai Elantra GLS

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

2005 Hyundai Elantra GLS

Saint Albans, WV

UnscoredLimited · 5
$3,191205,522 mi

Comparison: 5 similar vehicles

Saint Albans, WV

1993 Jeep Wrangler / YJ

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

1993 Jeep Wrangler / YJ

Winfield, WV

UnscoredInsufficient · 0
$3,2008,144 mi

Winfield, WV

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Winfield, WV

UnscoredLimited · 10
$3,500187,773 mi

Comparison: 10 similar vehicles

Winfield, WV

2008 Dodge Ram 1500 Pickup ST

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

2008 Dodge Ram 1500 Pickup ST

Charleston, WV

UnscoredLimited · 7
$3,500264,948 mi

Comparison: 7 similar vehicles

Charleston, WV

2006 Volvo S60 2.5T

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

2006 Volvo S60 2.5T

Charleston, WV

UnscoredInsufficient · 0
$3,500156,118 mi

Charleston, WV

2006 Ford Focus ZX4 ST

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

2006 Ford Focus ZX4 ST

Pikeville, KY

UnscoredInsufficient · 0
$3,648424,045 mi

Pikeville, KY

2006 Pontiac Vibe Base

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

2006 Pontiac Vibe Base

Saint Albans, WV

UnscoredInsufficient · 0
$3,658171,324 mi

Saint Albans, WV

2010 Subaru Forester X

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

2010 Subaru Forester X

Winfield, WV

UnscoredLimited · 14
$3,800156,273 mi

Comparison: 14 similar vehicles

Winfield, WV

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Hagerhill, KY

UnscoredModerate · 23
$3,950200,581 mi

Comparison: 23 similar vehicles

Hagerhill, KY

2012 Dodge Avenger SE

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

2012 Dodge Avenger SE

Saint Albans, WV

UnscoredLimited · 9
$3,995168,467 mi

Comparison: 9 similar vehicles

Saint Albans, WV

2008 Dodge Nitro SXT

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

2008 Dodge Nitro SXT

Charleston, WV

UnscoredInsufficient · 0
$3,995164,151 mi

Charleston, WV

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Saint Albans, WV

UnscoredModerate · 33
$4,500158,271 mi

Comparison: 33 similar vehicles

Saint Albans, WV

2013 Ford Focus SE

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

2013 Ford Focus SE

Winfield, WV

UnscoredRobust · 68
$4,500163,161 mi

Comparison: 68 similar vehicles

Winfield, WV

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Winfield, WV

UnscoredLimited · 8
$4,500123,364 mi

Comparison: 8 similar vehicles

Winfield, WV

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Winfield, WV

UnscoredLimited · 10
$4,500162,553 mi

Comparison: 10 similar vehicles

Winfield, WV

2008 INFINITI M 35

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

2008 INFINITI M 35

Winfield, WV

UnscoredInsufficient · 3
$4,500168,789 mi

Comparison: 3 similar vehicles

Winfield, WV

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Saint Albans, WV

UnscoredModerate · 30
$4,600197,478 mi

Comparison: 30 similar vehicles

Saint Albans, WV

2018 Jeep Compass Sport

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

2018 Jeep Compass Sport

Pikeville, KY

UnscoredModerate · 23
$4,749253,285 mi

Comparison: 23 similar vehicles

Pikeville, KY

2013 Chevrolet Sonic LS

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

2013 Chevrolet Sonic LS

Beckley, WV

UnscoredInsufficient · 0
$4,752151,359 mi

Beckley, WV

2010 Chevrolet Silverado 1500 LT

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

2010 Chevrolet Silverado 1500 LT

Huntington, WV

UnscoredModerate · 39
$4,788165,922 mi

Comparison: 39 similar vehicles

Huntington, WV

2013 Mitsubishi Outlander Sport ES

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

2013 Mitsubishi Outlander Sport ES

Winfield, WV

UnscoredLimited · 8
$4,800152,686 mi

Comparison: 8 similar vehicles

Winfield, WV

2012 Chrysler 300 C

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

2012 Chrysler 300 C

Belfry, KY

UnscoredInsufficient · 0
$4,800205,000 mi

Belfry, KY

2007 Hyundai Santa Fe GLS

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

2007 Hyundai Santa Fe GLS

Saint Albans, WV

UnscoredLimited · 8
$4,800215,198 mi

Comparison: 8 similar vehicles

Saint Albans, WV

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Saint Albans, WV

UnscoredInsufficient · 3
$4,900118,898 mi

Comparison: 3 similar vehicles

Saint Albans, WV

2008 Ford Explorer Eddie Bauer

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

2008 Ford Explorer Eddie Bauer

Winfield, WV

UnscoredInsufficient · 4
$4,950251,492 mi

Comparison: 4 similar vehicles

Winfield, WV

2014 Volvo S60 T5

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

2014 Volvo S60 T5

Charleston, WV

UnscoredLimited · 5
$4,995160,825 mi

Comparison: 5 similar vehicles

Charleston, WV

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Nitro, WV

UnscoredModerate · 40
$4,995140,000 mi

Comparison: 40 similar vehicles

Nitro, WV

2012 Dodge Grand Caravan SXT

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

2012 Dodge Grand Caravan SXT

Pikeville, KY

UnscoredLimited · 7
$4,995106,874 mi

Comparison: 7 similar vehicles

Pikeville, KY

2012 Ford Fiesta S

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

2012 Ford Fiesta S

Griffithsville, WV

UnscoredInsufficient · 0
$4,995112,408 mi

Griffithsville, WV

2011 Chrysler 200 Touring

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

2011 Chrysler 200 Touring

Charleston, WV

UnscoredLimited · 5
$4,995133,447 mi

Comparison: 5 similar vehicles

Charleston, WV

2009 Dodge Ram 1500 Pickup SLT

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

2009 Dodge Ram 1500 Pickup SLT

Charleston, WV

UnscoredLimited · 12
$4,995192,319 mi

Comparison: 12 similar vehicles

Charleston, WV

No Photo

2009 Honda Accord EX-L

Huntington, WV

Salvage title
$4,995182,590 mi

Huntington, WV

2009 Jeep Grand Cherokee Laredo

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

2009 Jeep Grand Cherokee Laredo

Charleston, WV

UnscoredInsufficient · 4
$4,995139,611 mi

Comparison: 4 similar vehicles

Charleston, WV

2014 Volkswagen Passat S

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

2014 Volkswagen Passat S

Winfield, WV

UnscoredLimited · 11
$5,000155,196 mi

Comparison: 11 similar vehicles

Winfield, WV

2012 Kia Forte LX

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

2012 Kia Forte LX

Louisa, KY

UnscoredInsufficient · 0
$5,000134,531 mi

Louisa, KY

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Winfield, WV

UnscoredModerate · 25
$5,000240,921 mi

Comparison: 25 similar vehicles

Winfield, WV

2010 Kia Sportage LX

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

2010 Kia Sportage LX

Louisa, KY

UnscoredInsufficient · 0
$5,000144,070 mi

Louisa, KY

2002 Chevrolet Tahoe LS

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

2002 Chevrolet Tahoe LS

Ivel, KY

UnscoredInsufficient · 4
$5,000289,892 mi

Comparison: 4 similar vehicles

Ivel, KY

2011 Chevrolet Cruze 1FL

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

2011 Chevrolet Cruze 1FL

Huntington, WV

UnscoredInsufficient · 0
$5,236165,366 mi

Huntington, WV

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Louisa, KY

UnscoredModerate · 30
$5,495203,719 mi

Comparison: 30 similar vehicles

Louisa, KY

2019 Mitsubishi Mirage G4 SE

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

2019 Mitsubishi Mirage G4 SE

Jefferson, WV

UnscoredInsufficient · 0
$5,499110,711 mi

Jefferson, WV

2008 Subaru Impreza WRX

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

2008 Subaru Impreza WRX

Jefferson, WV

UnscoredInsufficient · 0
$5,499183,158 mi

Jefferson, WV

2018 Ford Explorer Base

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

2018 Ford Explorer Base

Winfield, WV

UnscoredLimited · 10
$5,500151,502 mi

Comparison: 10 similar vehicles

Winfield, WV

2013 Toyota Sienna XLE

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

2013 Toyota Sienna XLE

Pikeville, KY

UnscoredLimited · 8
$5,500275,062 mi

Comparison: 8 similar vehicles

Pikeville, KY

2013 Hyundai Elantra GT Base

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

2013 Hyundai Elantra GT Base

Louisa, KY

UnscoredLimited · 8
$5,595165,316 mi

Comparison: 8 similar vehicles

Louisa, KY

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Winfield, WV

UnscoredRobust · 52
$5,900263,710 mi

Comparison: 52 similar vehicles

Winfield, 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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