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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 19, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

710 listings found

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

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

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

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 · 7
$3,995168,467 mi

Comparison: 7 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

UnscoredModerate · 49
$4,500163,161 mi

Comparison: 49 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 · 9
$4,500123,364 mi

Comparison: 9 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

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

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 · 35
$4,995140,000 mi

Comparison: 35 similar vehicles

Nitro, WV

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

2011 Cadillac DTS Premium Collection

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

2011 Cadillac DTS Premium Collection

Spencer, WV

UnscoredInsufficient · 0
$4,995121,485 mi

Spencer, WV

2007 Honda Accord EX

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

2007 Honda Accord EX

Ripley, WV

UnscoredLimited · 10
$4,999240,000 mi

Comparison: 10 similar vehicles

Ripley, 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

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

2005 Lexus ES 330

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

2005 Lexus ES 330

Milton, WV

UnscoredLimited · 7
$5,900136,892 mi

Comparison: 7 similar vehicles

Milton, WV

2011 Chevrolet Cruze ECO

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

2011 Chevrolet Cruze ECO

Craigsville, WV

UnscoredInsufficient · 0
$5,99095,074 mi

Craigsville, WV

2010 Ford Taurus SHO

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

2010 Ford Taurus SHO

Charleston, WV

UnscoredInsufficient · 4
$5,995174,319 mi

Comparison: 4 similar vehicles

Charleston, WV

2010 Mercedes-Benz S-Class S550

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

2010 Mercedes-Benz S-Class S550

Charleston, WV

UnscoredLimited · 5
$5,995198,948 mi

Comparison: 5 similar vehicles

Charleston, WV

2002 Toyota Camry SE

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

2002 Toyota Camry SE

Winfield, WV

UnscoredInsufficient · 0
$5,995116,383 mi

Winfield, WV

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Hurricane, WV

UnscoredLimited · 19
$5,997194,994 mi

Comparison: 19 similar vehicles

Hurricane, WV

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Charleston, WV

Fair PriceModerate · 47
$5,999112,227 mi

Market: $4,490 – $9,650

Comparison: 47 similar vehicles

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

Charleston, WV

2013 Ford Fiesta SE

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

2013 Ford Fiesta SE

Nitro, WV

Fair PriceLimited · 12
$6,49093,753 mi

Market: $2,695 – $6,999

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Nitro, WV

2012 Toyota Camry XLE

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

2012 Toyota Camry XLE

Charleston, WV

UnscoredLimited · 10
$6,499193,716 mi

Comparison: 10 similar vehicles

Charleston, WV

2005 Buick LaCrosse CX

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

2005 Buick LaCrosse CX

Winfield, WV

UnscoredInsufficient · 0
$6,50068,690 mi

Winfield, WV

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Huntington, WV

UnscoredLimited · 14
$6,545142,674 mi

Comparison: 14 similar vehicles

Huntington, WV

2007 Lincoln Town Car Signature

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

2007 Lincoln Town Car Signature

Saint Albans, WV

UnscoredInsufficient · 0
$6,600141,132 mi

Saint Albans, WV

2009 Buick LaCrosse CXL

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

2009 Buick LaCrosse CXL

Huntington, WV

UnscoredInsufficient · 0
$6,955143,702 mi

Huntington, WV

2014 Nissan Altima S

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

2014 Nissan Altima S

Huntington, WV

Fair PriceModerate · 42
$6,995117,709 mi

Market: $4,500 – $13,195

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Huntington, WV

2010 Buick LaCrosse CXL

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

2010 Buick LaCrosse CXL

Charleston, WV

OverpricedLimited · 11
$7,500187,167 mi

Market: $4,200 – $6,495

Comparison: 11 similar vehicles

Priced ~15% above the typical market range for similar vehicles (based on current market benchmarks)

Charleston, WV

2015 Nissan Versa Sedan SV

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

2015 Nissan Versa Sedan SV

South Charleston, WV

Fair PriceLimited · 10
$7,55694,065 mi

Market: $4,988 – $9,000

Comparison: 10 similar vehicles

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

South Charleston, WV

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Huntington, WV

UnscoredModerate · 34
$7,950158,654 mi

Comparison: 34 similar vehicles

Huntington, WV

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Winfield, WV

UnscoredRobust · 118
$7,995128,165 mi

Comparison: 118 similar vehicles

Winfield, WV

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

Charleston, WV

Fair PriceLimited · 18
$8,25085,120 mi

Market: $6,979 – $13,990

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Charleston, WV

2013 Hyundai Genesis 3.8

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

2013 Hyundai Genesis 3.8

South Charleston, WV

UnscoredLimited · 8
$8,66696,530 mi

Comparison: 8 similar vehicles

South Charleston, WV

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Charleston, WV

Fair PriceRobust · 63
$8,899106,875 mi

Market: $3,300 – $11,995

Comparison: 63 similar vehicles

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

Charleston, WV

2008 Honda Civic LX

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

2008 Honda Civic LX

Milton, WV

Fair PriceModerate · 21
$8,90084,280 mi

Market: $3,995 – $10,447

Comparison: 21 similar vehicles

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

Milton, WV

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Scarbro, WV

UnscoredInsufficient · 0
$8,95027,690 mi

Scarbro, WV

2016 Ford Fusion SE

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

2016 Ford Fusion SE

South Charleston, WV

Fair PriceRobust · 184
$8,966110,994 mi

Market: $3,900 – $13,999

Comparison: 184 similar vehicles

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

South Charleston, WV

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Nitro, WV

UnscoredRobust · 57
$8,990125,755 mi

Comparison: 57 similar vehicles

Nitro, WV

2015 Chevrolet Cruze 2LT

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

2015 Chevrolet Cruze 2LT

Nitro, WV

Fair PriceLimited · 13
$8,99065,311 mi

Market: $2,700 – $10,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Nitro, WV

2013 Volkswagen Passat SEL

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

2013 Volkswagen Passat SEL

Nitro, WV

UnscoredLimited · 7
$8,99097,797 mi

Comparison: 7 similar vehicles

Nitro, WV

2010 Mercedes-Benz E-Class E350 Sport

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

2010 Mercedes-Benz E-Class E350 Sport

Hurricane, WV

UnscoredInsufficient · 0
$8,990129,592 mi

Hurricane, WV

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Spencer, WV

UnscoredRobust · 81
$8,995127,724 mi

Comparison: 81 similar vehicles

Spencer, WV

2012 Cadillac CTS Sport Sedan Luxury Collection

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

2012 Cadillac CTS Sport Sedan Luxury Collection

Spencer, WV

Fair PriceModerate · 28
$8,99594,500 mi

Market: $5,900 – $10,995

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Spencer, WV

2010 Lexus LS Base

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

2010 Lexus LS Base

Huntington, WV

UnscoredLimited · 10
$8,995151,235 mi

Comparison: 10 similar vehicles

Huntington, WV

2015 Lincoln MKZ Base

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

2015 Lincoln MKZ Base

Saint Albans, WV

UnscoredLimited · 17
$8,997139,940 mi

Comparison: 17 similar vehicles

Saint Albans, WV

2012 Ford Taurus Limited

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

2012 Ford Taurus Limited

Charleston, WV

UnscoredInsufficient · 0
$8,999108,908 mi

Charleston, 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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