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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 17, 2026

5.9M+

Unique vehicles analyzed

as of October 16, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.8M used·Listings processed daily

Or explore the market

215 listings found

2006 Ford Mustang GT Premium

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

2006 Ford Mustang GT Premium

Clarksburg, WV

UnscoredLimited · 8
$5,569159,816 mi

Comparison: 8 similar vehicles

Clarksburg, WV

2010 Nissan Altima S

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

2010 Nissan Altima S

Wheeling, WV

UnscoredLimited · 12
$5,995150,947 mi

Comparison: 12 similar vehicles

Wheeling, WV

2013 Hyundai Elantra Coupe GS

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

2013 Hyundai Elantra Coupe GS

Moundsville, WV

UnscoredInsufficient · 0
$8,15095,263 mi

Moundsville, WV

2011 Chevrolet Camaro 2LS

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

2011 Chevrolet Camaro 2LS

Saint Albans, WV

UnscoredInsufficient · 0
$8,500135,753 mi

Saint Albans, WV

2014 Scion tC Base

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

2014 Scion tC Base

Westover, WV

UnscoredInsufficient · 4
$8,995167,850 mi

Comparison: 4 similar vehicles

Westover, WV

2011 Nissan Altima S

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

2011 Nissan Altima S

Charleston, WV

Fair PriceLimited · 14
$8,99986,823 mi

Market: $3,999 – $9,999

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Charleston, WV

2015 Honda Accord EX-L V-6

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

2015 Honda Accord EX-L V-6

Martinsburg, WV

UnscoredModerate · 44
$9,745152,534 mi

Comparison: 44 similar vehicles

Martinsburg, WV

2005 Chrysler Crossfire Limited

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

2005 Chrysler Crossfire Limited

Westover, WV

UnscoredInsufficient · 0
$9,94354,650 mi

Westover, WV

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Jane Lew, WV

UnscoredLimited · 9
$9,990115,913 mi

Comparison: 9 similar vehicles

Jane Lew, WV

2014 Kia Forte Koup EX

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

2014 Kia Forte Koup EX

Huntington, WV

UnscoredInsufficient · 0
$10,13844,422 mi

Huntington, WV

2014 Ford Mustang V6 Premium

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

2014 Ford Mustang V6 Premium

Morgantown, WV

Fair PriceModerate · 38
$11,495107,625 mi

Market: $7,152 – $15,990

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Morgantown, WV

2008 Ford Mustang GT Premium

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

2008 Ford Mustang GT Premium

Martinsburg, WV

UnscoredLimited · 5
$12,490112,837 mi

Comparison: 5 similar vehicles

Martinsburg, WV

2012 Dodge Challenger R/T

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

2012 Dodge Challenger R/T

Nitro, WV

UnscoredLimited · 11
$12,990131,082 mi

Comparison: 11 similar vehicles

Nitro, WV

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Martinsburg, WV

Fair PriceModerate · 20
$12,999102,181 mi

Market: $9,600 – $20,990

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Martinsburg, WV

2011 Chevrolet Camaro LS

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

2011 Chevrolet Camaro LS

South Charleston, WV

UnscoredInsufficient · 0
$14,39241,954 mi

South Charleston, WV

2016 Honda Civic Touring

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

2016 Honda Civic Touring

Princeton, WV

UnscoredLimited · 13
$14,475132,669 mi

Comparison: 13 similar vehicles

Princeton, WV

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Buckhannon, WV

Fair PriceModerate · 28
$14,900115,685 mi

Market: $14,795 – $26,938

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Buckhannon, WV

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

South Charleston, WV

Fair PriceModerate · 38
$14,96673,301 mi

Market: $10,777 – $15,624

Comparison: 38 similar vehicles

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

South Charleston, WV

2018 Honda Civic LX-P

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

2018 Honda Civic LX-P

Hurricane, WV

UnscoredInsufficient · 0
$14,990102,706 mi

Hurricane, WV

2015 Honda Accord EX-L V-6

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

2015 Honda Accord EX-L V-6

Bridgeport, WV

UnscoredInsufficient · 0
$15,55448,608 mi

Bridgeport, WV

2007 Ford Mustang GT Premium

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

2007 Ford Mustang GT Premium

Beckley, WV

UnscoredInsufficient · 0
$15,88851,627 mi

Beckley, WV

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Scarbro, WV

UnscoredInsufficient · 0
$15,90017,328 mi

Scarbro, WV

2017 Chevrolet Camaro 1LS

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

2017 Chevrolet Camaro 1LS

Williamstown, WV

UnscoredInsufficient · 0
$15,99920,884 mi

Williamstown, WV

2016 Chevrolet Camaro 1LT

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

2016 Chevrolet Camaro 1LT

Mount Hope, WV

UnscoredLimited · 6
$16,47171,929 mi

Comparison: 6 similar vehicles

Mount Hope, WV

2015 Ford Mustang EcoBoost

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

2015 Ford Mustang EcoBoost

Parkersburg, WV

UnscoredInsufficient · 3
$17,59564,905 mi

Comparison: 3 similar vehicles

Parkersburg, WV

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Barboursville, WV

UnscoredLimited · 5
$17,72572,986 mi

Comparison: 5 similar vehicles

Barboursville, WV

2016 Ford Mustang EcoBoost Premium

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

2016 Ford Mustang EcoBoost Premium

Parkersburg, WV

UnscoredInsufficient · 0
$19,03857,825 mi

Parkersburg, WV

2012 Nissan 370Z Touring

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

2012 Nissan 370Z Touring

Charleston, WV

UnscoredInsufficient · 0
$19,99990,000 mi

Charleston, WV

2017 INFINITI Q60 Coupe Premium

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

2017 INFINITI Q60 Coupe Premium

Summersville, WV

UnscoredInsufficient · 0
$20,29558,188 mi

Summersville, WV

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Williamstown, WV

UnscoredLimited · 5
$20,90046,173 mi

Comparison: 5 similar vehicles

Williamstown, WV

2018 Toyota 86 GT

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

2018 Toyota 86 GT

Princeton, WV

UnscoredInsufficient · 0
$21,07540,146 mi

Princeton, WV

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Huntington, WV

UnscoredLimited · 5
$22,47578,626 mi

Comparison: 5 similar vehicles

Huntington, WV

2020 Ford Mustang GT

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

2020 Ford Mustang GT

Huntington, WV

UnscoredLimited · 10
$24,293129,770 mi

Comparison: 10 similar vehicles

Huntington, WV

2019 Nissan 370Z Coupe Sport

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

2019 Nissan 370Z Coupe Sport

Morgantown, WV

UnscoredInsufficient · 0
$24,49052,404 mi

Morgantown, WV

2017 Dodge Challenger GT

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

2017 Dodge Challenger GT

Huntington, WV

UnscoredInsufficient · 0
$24,56535,298 mi

Huntington, WV

2018 Audi A5 Coupe Premium Plus

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

2018 Audi A5 Coupe Premium Plus

Parkersburg, WV

UnscoredInsufficient · 0
$24,93046,027 mi

Parkersburg, WV

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Parkersburg, WV

UnscoredInsufficient · 0
$25,06528,485 mi

Parkersburg, WV

2023 Dodge Challenger GT

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

2023 Dodge Challenger GT

Huntington, WV

UnscoredInsufficient · 0
$25,57453,792 mi

Huntington, WV

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Chapmanville, WV

UnscoredLimited · 7
$25,87471,042 mi

Comparison: 7 similar vehicles

Chapmanville, WV

2020 Honda Civic Si

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

2020 Honda Civic Si

Triadelphia, WV

Fair PriceModerate · 34
$25,89163,451 mi

Market: $14,979 – $26,999

Comparison: 34 similar vehicles

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

Triadelphia, WV

2022 Ford Mustang EcoBoost

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

2022 Ford Mustang EcoBoost

Parkersburg, WV

UnscoredLimited · 5
$26,34348,611 mi

Comparison: 5 similar vehicles

Parkersburg, WV

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Parkersburg, WV

Great DealModerate · 30
$26,5457,803 mi

Market: $32,895 – $33,385

Comparison: 30 similar vehicles

Competitively priced ~19% below the typical range compared to similar vehicles · 167 days listed (based on current market benchmarks)

Parkersburg, WV

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Keyser, WV

UnscoredLimited · 6
$27,56848,538 mi

Comparison: 6 similar vehicles

Keyser, WV

2020 Dodge Challenger R/T

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

2020 Dodge Challenger R/T

Triadelphia, WV

UnscoredLimited · 8
$27,87985,777 mi

Comparison: 8 similar vehicles

Triadelphia, WV

2014 Chevrolet Camaro 2SS

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

2014 Chevrolet Camaro 2SS

Mannington, WV

UnscoredInsufficient · 0
$28,90037,000 mi

Mannington, WV

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Logan, WV

UnscoredInsufficient · 0
$29,75015,978 mi

Logan, WV

2024 Mazda MX-5 Miata RF Grand Touring

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

2024 Mazda MX-5 Miata RF Grand Touring

Clarksburg, WV

UnscoredLimited · 7
$29,9959,100 mi

Comparison: 7 similar vehicles

Clarksburg, WV

2025 Subaru BRZ Premium

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

2025 Subaru BRZ Premium

Triadelphia, WV

UnscoredInsufficient · 0
$30,4753,292 mi

Triadelphia, WV

2021 Dodge Challenger R/T

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

2021 Dodge Challenger R/T

Saint Albans, WV

UnscoredInsufficient · 3
$30,49531,200 mi

Comparison: 3 similar vehicles

Saint Albans, WV

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Martinsburg, WV

Fair PriceRobust · 107
$30,871Mileage not verified

Market: $27,314 – $38,732

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 346 days listed (based on current market benchmarks)

Martinsburg, 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 manage their profile, 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, exports, and enhanced merchandising.
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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