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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

672 listings found

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

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

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

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

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

2006 Pontiac Grand Prix GXP

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

2006 Pontiac Grand Prix GXP

Lewisburg, WV

UnscoredInsufficient · 0
$5,99582,588 mi

Lewisburg, WV

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Lewisburg, WV

UnscoredLimited · 17
$6,300135,178 mi

Comparison: 17 similar vehicles

Lewisburg, 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

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 · 14 days listed (based on current market benchmarks)

South Charleston, 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 · 19
$8,25085,120 mi

Market: $7,999 – $13,990

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Charleston, WV

2012 Honda Civic EX

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

2012 Honda Civic EX

Pembroke, VA

UnscoredInsufficient · 3
$8,400139,107 mi

Comparison: 3 similar vehicles

Pembroke, VA

2017 Hyundai Sonata Sport

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

2017 Hyundai Sonata Sport

Charleston, WV

UnscoredRobust · 56
$8,469135,707 mi

Comparison: 56 similar vehicles

Charleston, WV

2016 Nissan Altima SR

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

2016 Nissan Altima SR

Pembroke, VA

Fair PriceLimited · 14
$8,495106,949 mi

Market: $4,250 – $16,594

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 408 days listed (based on current market benchmarks)

Pembroke, VA

2007 Mercury Grand Marquis LS

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

2007 Mercury Grand Marquis LS

Princeton, WV

UnscoredInsufficient · 0
$8,57095,601 mi

Princeton, 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

2015 Kia Forte LX

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

2015 Kia Forte LX

Beckley, WV

Fair PriceRobust · 60
$8,80098,328 mi

Market: $4,500 – $9,995

Comparison: 60 similar vehicles

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

Beckley, 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 · 60
$8,899106,875 mi

Market: $3,300 – $11,995

Comparison: 60 similar vehicles

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

Charleston, 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 · 81
$8,90099,431 mi

Market: $4,299 – $12,990

Comparison: 81 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Lewisburg, 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 · 159
$8,966110,994 mi

Market: $3,900 – $13,999

Comparison: 159 similar vehicles

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

South Charleston, 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

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Mount Hope, WV

Fair PriceModerate · 37
$9,07086,797 mi

Market: $4,500 – $12,795

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Mount Hope, WV

2017 Chevrolet Sonic LT

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

2017 Chevrolet Sonic LT

Charleston, WV

Fair PriceLimited · 14
$9,22491,762 mi

Market: $6,500 – $11,500

Comparison: 14 similar vehicles

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

Charleston, WV

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Jefferson, WV

UnscoredModerate · 22
$9,499120,991 mi

Comparison: 22 similar vehicles

Jefferson, WV

2016 Nissan Sentra SR

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

2016 Nissan Sentra SR

Pembroke, VA

UnscoredInsufficient · 0
$9,90059,369 mi

Pembroke, VA

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Bluefield, VA

UnscoredRobust · 82
$9,995123,253 mi

Comparison: 82 similar vehicles

Bluefield, VA

2013 Chrysler 300 Base

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

2013 Chrysler 300 Base

Lewisburg, WV

UnscoredLimited · 9
$9,995123,917 mi

Comparison: 9 similar vehicles

Lewisburg, WV

2017 Toyota Yaris iA Base

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

2017 Toyota Yaris iA Base

Jefferson, WV

Fair PriceModerate · 35
$10,499119,924 mi

Market: $9,280 – $15,178

Comparison: 35 similar vehicles

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

Jefferson, WV

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Beckley, WV

OverpricedLimited · 11
$10,57070,263 mi

Market: $3,999 – $8,995

Comparison: 11 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

Beckley, WV

2014 Chrysler 300 Base

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

2014 Chrysler 300 Base

Charleston, WV

Fair PriceLimited · 11
$10,79995,011 mi

Market: $5,400 – $13,299

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Charleston, 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

Charleston, WV

Fair PriceLimited · 11
$10,877113,102 mi

Market: $7,990 – $13,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 102 days listed (based on current market benchmarks)

Charleston, WV

2012 Cadillac CTS Sport Sedan Premium Collection

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

2012 Cadillac CTS Sport Sedan Premium Collection

Craigsville, WV

Fair PriceLimited · 18
$10,90076,831 mi

Market: $4,950 – $14,990

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Craigsville, WV

2017 Chevrolet Impala 1LT

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

2017 Chevrolet Impala 1LT

Bluefield, VA

Fair PriceModerate · 22
$10,995113,390 mi

Market: $6,399 – $15,888

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Bluefield, VA

2014 Mercedes-Benz E-Class E550 Sport

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

2014 Mercedes-Benz E-Class E550 Sport

Charleston, WV

UnscoredInsufficient · 0
$10,995155,207 mi

Charleston, WV

2019 Hyundai Elantra Value Edition

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

2019 Hyundai Elantra Value Edition

Jefferson, WV

Fair PriceModerate · 25
$10,99993,130 mi

Market: $3,980 – $14,990

Comparison: 25 similar vehicles

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

Jefferson, WV

2012 Mercedes-Benz E-Class E350 Sport

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

2012 Mercedes-Benz E-Class E350 Sport

Charleston, WV

UnscoredLimited · 5
$10,999101,084 mi

Comparison: 5 similar vehicles

Charleston, WV

2021 Kia Forte FE

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

2021 Kia Forte FE

South Charleston, WV

UnscoredInsufficient · 4
$11,402101,385 mi

Comparison: 4 similar vehicles

South Charleston, WV

2016 Audi A3 Sedan Premium

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

2016 Audi A3 Sedan Premium

Charleston, WV

UnscoredLimited · 7
$11,49986,058 mi

Comparison: 7 similar vehicles

Charleston, WV

2017 Chevrolet Malibu 1LS

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

2017 Chevrolet Malibu 1LS

Lewisburg, WV

Fair PriceLimited · 15
$11,62889,983 mi

Market: $4,599 – $15,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Lewisburg, WV

2018 Mazda Mazda3 Grand Touring

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

2018 Mazda Mazda3 Grand Touring

Bluefield, VA

UnscoredLimited · 8
$11,995100,650 mi

Comparison: 8 similar vehicles

Bluefield, VA

2016 Toyota Corolla LE

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

2016 Toyota Corolla LE

Charleston, WV

Fair PriceRobust · 121
$11,999112,351 mi

Market: $6,999 – $17,998

Comparison: 121 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Charleston, WV

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

Charleston, WV

UnscoredLimited · 8
$12,21478,565 mi

Comparison: 8 similar vehicles

Charleston, WV

2016 Toyota Corolla S Plus

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

2016 Toyota Corolla S Plus

Charleston, WV

Fair PriceRobust · 99
$12,488117,348 mi

Market: $8,999 – $16,224

Comparison: 99 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Charleston, WV

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Bluefield, VA

Fair PriceModerate · 48
$12,494Mileage not verified

Market: $3,898 – $14,499

Comparison: 48 similar vehicles

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

Bluefield, VA

2015 Buick LaCrosse Base

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

2015 Buick LaCrosse Base

Bluefield, VA

UnscoredInsufficient · 0
$12,494Mileage not verified

Bluefield, VA

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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