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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

95 listings found

2009 Honda Accord LX-S

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

2009 Honda Accord LX-S

New Salem, PA

UnscoredInsufficient · 0
$4,500201,958 mi

New Salem, PA

2011 Honda Accord EX-L

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

2011 Honda Accord EX-L

Uniontown, PA

UnscoredLimited · 14
$4,995245,000 mi

Comparison: 14 similar vehicles

Uniontown, PA

2005 Ford Mustang GT Premium

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

2005 Ford Mustang GT Premium

Mount Pleasant, PA

UnscoredInsufficient · 3
$7,500Mileage not verified

Comparison: 3 similar vehicles

Mount Pleasant, PA

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Uniontown, PA

UnscoredLimited · 5
$7,500129,998 mi

Comparison: 5 similar vehicles

Uniontown, PA

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

2007 Mercedes-Benz CL-Class CL550

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

2007 Mercedes-Benz CL-Class CL550

Brownsville, PA

UnscoredInsufficient · 0
$10,000Mileage not verified

Brownsville, PA

2003 Dodge Stratus SXT

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

2003 Dodge Stratus SXT

Mount Pleasant, PA

UnscoredInsufficient · 0
$10,900Mileage not verified

Mount Pleasant, PA

2012 Honda Civic EX

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

2012 Honda Civic EX

Lemont Furnace, PA

UnscoredInsufficient · 0
$11,25552,682 mi

Lemont Furnace, PA

2011 Dodge Challenger SE

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

2011 Dodge Challenger SE

Uniontown, PA

UnscoredInsufficient · 0
$11,28165,809 mi

Uniontown, PA

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 · 29
$11,495107,625 mi

Market: $9,297 – $15,990

Comparison: 29 similar vehicles

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

Morgantown, WV

2010 Chevrolet Camaro 1LT

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

2010 Chevrolet Camaro 1LT

Mount Pleasant, PA

Fair PriceLimited · 11
$11,500Mileage not verified

Market: $9,987 – $45,394

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 397 days listed (based on current market benchmarks)

Mount Pleasant, PA

2014 Mercedes-Benz E-Class E350

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

2014 Mercedes-Benz E-Class E350

Morgantown, WV

Fair PriceLimited · 17
$11,575103,772 mi

Market: $5,889 – $18,650

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Morgantown, WV

2012 Cadillac CTS Coupe Performance Collection

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

2012 Cadillac CTS Coupe Performance Collection

Belle Vernon, PA

UnscoredInsufficient · 0
$11,99984,671 mi

Belle Vernon, PA

1998 Chevrolet Corvette Base

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

1998 Chevrolet Corvette Base

Uniontown, PA

UnscoredLimited · 5
$12,832136,901 mi

Comparison: 5 similar vehicles

Uniontown, PA

2010 Chevrolet Camaro 1LT

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

2010 Chevrolet Camaro 1LT

Uniontown, PA

Fair PriceLimited · 11
$12,99595,376 mi

Market: $9,987 – $45,394

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 551 days listed (based on current market benchmarks)

Uniontown, PA

2017 Ford Mustang EcoBoost

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

2017 Ford Mustang EcoBoost

Mount Pleasant, PA

Fair PriceModerate · 34
$14,000Mileage not verified

Market: $9,995 – $23,995

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Mount Pleasant, PA

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 · 27
$14,900115,685 mi

Market: $14,795 – $26,938

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Buckhannon, WV

No Photo

2015 BMW 4 Series 435i

Morgantown, WV

UnscoredModerate · 28
$14,995121,255 mi

Comparison: 28 similar vehicles

Morgantown, WV

2004 Chevrolet Corvette Base

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

2004 Chevrolet Corvette Base

Lemont Furnace, PA

Fair PriceModerate · 20
$16,58870,719 mi

Market: $9,999 – $19,478

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Lemont Furnace, PA

2019 Dodge Challenger GT

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

2019 Dodge Challenger GT

Mount Pleasant, PA

Fair PriceLimited · 14
$17,000Mileage not verified

Market: $16,788 – $21,443

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 837 days listed (based on current market benchmarks)

Mount Pleasant, PA

2019 Honda Civic Sport

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

2019 Honda Civic Sport

Uniontown, PA

Fair PriceLimited · 13
$18,29488,330 mi

Market: $15,489 – $19,485

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Uniontown, PA

2012 Dodge Challenger SRT8

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

2012 Dodge Challenger SRT8

Dunbar, PA

UnscoredLimited · 7
$19,365141,438 mi

Comparison: 7 similar vehicles

Dunbar, PA

2010 Maserati GranTurismo S

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

2010 Maserati GranTurismo S

Uniontown, PA

UnscoredInsufficient · 0
$19,44446,905 mi

Uniontown, PA

2014 Ford Mustang GT

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

2014 Ford Mustang GT

Mount Pleasant, PA

UnscoredLimited · 9
$19,900Mileage not verified

Comparison: 9 similar vehicles

Mount Pleasant, PA

2021 Ford Mustang EcoBoost

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

2021 Ford Mustang EcoBoost

McClellandtown, PA

UnscoredInsufficient · 0
$20,48543,058 mi

McClellandtown, PA

2014 Ford Mustang GT

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

2014 Ford Mustang GT

Clarksburg, WV

Fair PriceLimited · 11
$20,57091,246 mi

Market: $16,995 – $24,490

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Clarksburg, WV

2018 Dodge Challenger SRT

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

2018 Dodge Challenger SRT

Mount Pleasant, PA

UnscoredInsufficient · 3
$21,000Mileage not verified

Comparison: 3 similar vehicles

Mount Pleasant, PA

2001 Ford Mustang GT

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

2001 Ford Mustang GT

Uniontown, PA

UnscoredInsufficient · 0
$21,44491,123 mi

Uniontown, PA

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

McClellandtown, PA

Fair PriceLimited · 11
$21,48570,690 mi

Market: $18,444 – $25,874

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

McClellandtown, PA

2018 Dodge Challenger GT

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

2018 Dodge Challenger GT

Mount Pleasant, PA

Fair PriceModerate · 39
$21,900Mileage not verified

Market: $16,998 – $24,516

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 460 days listed (based on current market benchmarks)

Mount Pleasant, PA

2019 Chevrolet Camaro 1LS

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

2019 Chevrolet Camaro 1LS

Uniontown, PA

UnscoredInsufficient · 0
$22,70023,362 mi

Uniontown, PA

2021 Ford Mustang GT Premium

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

2021 Ford Mustang GT Premium

Mount Pleasant, PA

UnscoredModerate · 32
$23,900Mileage not verified

Comparison: 32 similar vehicles

Mount Pleasant, PA

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

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

Mount Pleasant, PA

Fair PriceLimited · 18
$24,900Mileage not verified

Market: $21,312 – $35,990

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 477 days listed (based on current market benchmarks)

Mount Pleasant, PA

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 · 8
$27,56848,538 mi

Comparison: 8 similar vehicles

Keyser, 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

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 · 6
$29,9759,100 mi

Comparison: 6 similar vehicles

Clarksburg, WV

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Waynesburg, PA

UnscoredInsufficient · 0
$30,54521,154 mi

Waynesburg, PA

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Mount Pleasant, PA

UnscoredInsufficient · 0
$30,700Mileage not verified

Mount Pleasant, PA

No Photo

2026 Ford Mustang EcoBoost

Grafton, WV

UnscoredInsufficient · 3
$31,168Mileage not verified

Comparison: 3 similar vehicles

Grafton, WV

2024 Chevrolet Camaro 1LT

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

2024 Chevrolet Camaro 1LT

Uniontown, PA

UnscoredInsufficient · 0
$31,50550,618 mi

Uniontown, PA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

White Hall, WV

UnscoredLimited · 5
$31,718Mileage not verified

Comparison: 5 similar vehicles

White Hall, WV

2013 Ford Mustang GT Premium

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

2013 Ford Mustang GT Premium

Bruceton Mills, WV

UnscoredInsufficient · 0
$31,9951,135 mi

Bruceton Mills, WV

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Clarksburg, WV

UnscoredInsufficient · 3
$32,682Mileage not verified

Comparison: 3 similar vehicles

Clarksburg, WV

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Waynesburg, PA

Fair PriceLimited · 10
$32,902Mileage not verified

Market: $31,718 – $48,900

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 383 days listed (based on current market benchmarks)

Waynesburg, PA

2021 Ford Mustang GT

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

2021 Ford Mustang GT

Dunbar, PA

UnscoredInsufficient · 0
$32,97525,066 mi

Dunbar, PA

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Clarksburg, WV

Fair PriceModerate · 43
$33,32529,405 mi

Market: $30,795 – $34,455

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Clarksburg, WV

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Keyser, WV

UnscoredInsufficient · 0
$33,5685,075 mi

Keyser, WV

2007 Ford Mustang Shelby GT500

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

2007 Ford Mustang Shelby GT500

Mount Pleasant, PA

UnscoredInsufficient · 0
$33,600Mileage not verified

Mount Pleasant, PA

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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