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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 20, 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

91 listings found

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

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 · 13
$8,99986,823 mi

Market: $3,999 – $9,999

Comparison: 13 similar vehicles

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

Charleston, 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

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

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 · 37
$14,96673,301 mi

Market: $10,777 – $15,624

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 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

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

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

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

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

Charleston, WV

UnscoredInsufficient · 0
$24,93046,027 mi

Charleston, WV

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Charleston, WV

UnscoredInsufficient · 0
$25,06528,485 mi

Charleston, WV

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Logan, WV

UnscoredLimited · 6
$25,87471,042 mi

Comparison: 6 similar vehicles

Logan, WV

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Beckley, WV

OverpricedLimited · 10
$28,64524,714 mi

Market: $26,027 – $26,926

Comparison: 10 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Beckley, 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 Premium

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

2026 Ford Mustang EcoBoost Premium

Saint Albans, WV

Fair PriceRobust · 53
$31,6976,410 mi

Market: $32,386 – $42,533

Comparison: 53 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 131 days listed (based on current market benchmarks)

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

Charleston, WV

UnscoredLimited · 7
$32,612Mileage not verified

Comparison: 7 similar vehicles

Charleston, WV

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Charleston, WV

UnscoredLimited · 5
$32,886Mileage not verified

Comparison: 5 similar vehicles

Charleston, WV

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Charleston, WV

UnscoredLimited · 7
$33,654Mileage not verified

Comparison: 7 similar vehicles

Charleston, WV

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Summersville, WV

Fair PriceRobust · 1023
$34,324Mileage not verified

Market: $27,314 – $48,900

Comparison: 1023 similar vehicles

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

Summersville, WV

2019 Ford Mustang GT Premium

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

2019 Ford Mustang GT Premium

Charleston, WV

UnscoredLimited · 7
$34,51830,749 mi

Comparison: 7 similar vehicles

Charleston, WV

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Charleston, WV

UnscoredLimited · 5
$34,595Mileage not verified

Comparison: 5 similar vehicles

Charleston, WV

2024 Nissan Z Sport

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

2024 Nissan Z Sport

Saint Albans, WV

UnscoredInsufficient · 0
$34,99317,685 mi

Saint Albans, 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
$35,32515,978 mi

Logan, WV

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Charleston, WV

UnscoredLimited · 6
$35,350Mileage not verified

Comparison: 6 similar vehicles

Charleston, WV

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Saint Albans, WV

Great DealLimited · 19
$35,497Mileage not verified

Market: $37,529 – $45,757

Comparison: 19 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 104 days listed (based on current market benchmarks)

Saint Albans, 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

Saint Albans, WV

Great DealModerate · 47
$35,56118,577 mi

Market: $39,005 – $39,015

Comparison: 47 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 4 days listed (based on current market benchmarks)

Saint Albans, WV

2021 Ford Mustang GT

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

2021 Ford Mustang GT

Charleston, WV

UnscoredInsufficient · 0
$36,00634,734 mi

Charleston, WV

2024 BMW 2 Series 230i

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

2024 BMW 2 Series 230i

Saint Albans, WV

UnscoredInsufficient · 4
$36,56813,025 mi

Comparison: 4 similar vehicles

Saint Albans, WV

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Nitro, WV

Fair PriceModerate · 22
$37,834Mileage not verified

Market: $36,756 – $51,135

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Nitro, WV

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Hurricane, WV

Fair PriceModerate · 26
$39,070Mileage not verified

Market: $36,499 – $47,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 357 days listed (based on current market benchmarks)

Hurricane, WV

2026 Subaru BRZ Series.Yellow

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

2026 Subaru BRZ Series.Yellow

Huntington, WV

UnscoredInsufficient · 0
$39,149Mileage not verified

Huntington, WV

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Charleston, WV

Fair PriceLimited · 17
$39,243Mileage not verified

Market: $39,070 – $47,995

Comparison: 17 similar vehicles

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

Charleston, WV

2010 Dodge Challenger SRT8

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

2010 Dodge Challenger SRT8

Hurricane, WV

UnscoredInsufficient · 0
$39,990192 mi

Hurricane, WV

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Saint Albans, WV

Fair PriceLimited · 18
$40,105Mileage not verified

Market: $39,070 – $47,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 391 days listed (based on current market benchmarks)

Saint Albans, 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

Charleston, WV

Fair PriceLimited · 13
$40,14532,395 mi

Market: $30,495 – $44,848

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Charleston, WV

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Saint Albans, WV

UnscoredInsufficient · 3
$40,221Mileage not verified

Comparison: 3 similar vehicles

Saint Albans, WV

2023 Dodge Challenger R/T

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

2023 Dodge Challenger R/T

Ripley, WV

UnscoredInsufficient · 3
$40,569Mileage not verified

Comparison: 3 similar vehicles

Ripley, WV

2025 Mazda MX-5 Miata RF Grand Touring

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

2025 Mazda MX-5 Miata RF Grand Touring

South Charleston, WV

UnscoredInsufficient · 0
$40,630299 mi

South Charleston, WV

2023 Dodge Challenger R/T

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

2023 Dodge Challenger R/T

Saint Albans, WV

Fair PriceRobust · 86
$40,88113,693 mi

Market: $32,900 – $52,437

Comparison: 86 similar vehicles

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

Saint Albans, WV

2008 Ford Mustang Shelby GT500

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

2008 Ford Mustang Shelby GT500

Beckley, WV

UnscoredInsufficient · 3
$41,5749,683 mi

Comparison: 3 similar vehicles

Beckley, WV

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Ripley, WV

Fair PriceModerate · 23
$42,110Mileage not verified

Market: $39,070 – $50,348

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Ripley, WV

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Charleston, WV

Fair PriceLimited · 17
$42,145Mileage not verified

Market: $39,070 – $47,995

Comparison: 17 similar vehicles

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

Charleston, WV

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Charleston, WV

Fair PriceLimited · 17
$42,359Mileage not verified

Market: $39,070 – $47,995

Comparison: 17 similar vehicles

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

Charleston, WV

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Charleston, WV

Fair PriceLimited · 17
$42,531Mileage not verified

Market: $39,070 – $47,995

Comparison: 17 similar vehicles

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

Charleston, WV

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Saint Albans, WV

UnscoredInsufficient · 3
$43,204Mileage not verified

Comparison: 3 similar vehicles

Saint Albans, WV

2017 Chevrolet Corvette 1LT

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

2017 Chevrolet Corvette 1LT

Hurricane, WV

UnscoredInsufficient · 0
$43,85467,873 mi

Hurricane, WV

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Chapmanville, WV

Fair PriceRobust · 446
$44,250Mileage not verified

Market: $33,676 – $51,960

Comparison: 446 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 367 days listed (based on current market benchmarks)

Chapmanville, WV

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Beckley, WV

UnscoredInsufficient · 4
$44,425Mileage not verified

Comparison: 4 similar vehicles

Beckley, 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 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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