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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 · November 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

44 listings found

2016 Tesla Model S 75

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

2016 Tesla Model S 75

Bridgeport, WV

UnscoredInsufficient · 3
$19,990Mileage not verified

Comparison: 3 similar vehicles

Bridgeport, WV

No Photo

2020 Tesla Model 3 Base

Grafton, WV

Fair PriceRobust · 94
$19,995116,761 mi

Market: $12,450 – $30,900

Comparison: 94 similar vehicles

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

Grafton, WV

2018 Tesla Model 3 Long Range Dual Motor

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

2018 Tesla Model 3 Long Range Dual Motor

Uniontown, PA

Fair PriceRobust · 88
$20,32772,513 mi

Market: $11,999 – $23,995

Comparison: 88 similar vehicles

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

Uniontown, PA

2023 Chevrolet Bolt EV 2LT

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

2023 Chevrolet Bolt EV 2LT

Brownsville, PA

UnscoredInsufficient · 0
$20,98528,917 mi

Brownsville, PA

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Uniontown, PA

UnscoredInsufficient · 0
$24,50012,618 mi

Uniontown, PA

2024 Chevrolet Blazer EV RS

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

2024 Chevrolet Blazer EV RS

Morgantown, WV

Unscored
$24,57565,319 mi

Comparison: 5 similar vehicles

Morgantown, WV

2020 Tesla Model 3 Base

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

2020 Tesla Model 3 Base

Bridgeport, WV

Fair PriceRobust · 94
$24,990Mileage not verified

Market: $12,450 – $30,900

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Bridgeport, WV

2023 Mercedes-Benz EQB Base

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

2023 Mercedes-Benz EQB Base

Morgantown, WV

UnscoredInsufficient · 3
$27,27425,686 mi

Comparison: 3 similar vehicles

Morgantown, WV

2024 Chevrolet Blazer EV LT

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

2024 Chevrolet Blazer EV LT

Sistersville, WV

Fair PriceRobust · 68
$27,47511,047 mi

Market: $22,947 – $40,471

Comparison: 68 similar vehicles

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

Sistersville, WV

2024 Ford Mustang Mach-E Select AWD

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

2024 Ford Mustang Mach-E Select AWD

Clarksburg, WV

UnscoredInsufficient · 0
$29,42215,122 mi

Clarksburg, WV

2024 Cadillac LYRIQ Tech

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

2024 Cadillac LYRIQ Tech

Morgantown, WV

Fair PriceModerate · 39
$34,57519,339 mi

Market: $31,998 – $38,346

Comparison: 39 similar vehicles

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

Morgantown, WV

2025 Ford Mustang Mach-E Premium AWD

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

2025 Ford Mustang Mach-E Premium AWD

Triadelphia, WV

Fair PriceModerate · 20
$38,47116,016 mi

Market: $36,485 – $49,000

Comparison: 20 similar vehicles

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

Triadelphia, WV

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Fairmont, WV

Fair PriceRobust · 224
$40,337Mileage not verified

Market: $31,378 – $45,977

Comparison: 224 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

Fairmont, WV

2025 Cadillac OPTIQ Sport 1

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

2025 Cadillac OPTIQ Sport 1

McClellandtown, PA

Unscored
$41,4859,526 mi

Comparison: 7 similar vehicles

McClellandtown, PA

2025 Cadillac OPTIQ Sport 2

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

2025 Cadillac OPTIQ Sport 2

McClellandtown, PA

Fair PriceLimited · 17
$41,48513,616 mi

Market: $40,938 – $49,912

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

McClellandtown, PA

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Fairmont, WV

Fair PriceRobust · 136
$41,796Mileage not verified

Market: $36,482 – $44,563

Comparison: 136 similar vehicles

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

Fairmont, WV

2025 Cadillac OPTIQ Luxury 1

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

2025 Cadillac OPTIQ Luxury 1

McClellandtown, PA

Fair PriceLimited · 11
$41,9853,499 mi

Market: $40,686 – $42,500

Comparison: 11 similar vehicles

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

McClellandtown, PA

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

Triadelphia, WV

Unscored
$42,5955,674 mi

Comparison: 5 similar vehicles

Triadelphia, WV

2026 Ford Mustang Mach-E Select AWD

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

2026 Ford Mustang Mach-E Select AWD

Triadelphia, WV

Fair PriceLimited · 10
$44,226Mileage not verified

Market: $38,719 – $51,052

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Triadelphia, WV

2026 Ford Mustang Mach-E Select AWD

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

2026 Ford Mustang Mach-E Select AWD

Triadelphia, WV

Fair PriceLimited · 10
$44,686Mileage not verified

Market: $38,719 – $51,052

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 297 days listed (based on current market benchmarks)

Triadelphia, WV

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Buckhannon, WV

OverpricedRobust · 50
$45,598Mileage not verified

Market: $36,911 – $44,314

Comparison: 50 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Buckhannon, WV

2025 Ford Mustang Mach-E GT AWD

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

2025 Ford Mustang Mach-E GT AWD

McClellandtown, PA

Great DealModerate · 29
$45,9321,496 mi

Market: $47,999 – $61,059

Comparison: 29 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 291 days listed (based on current market benchmarks)

McClellandtown, PA

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

Elkins, WV

Fair PriceRobust · 477
$47,460Mileage not verified

Market: $43,990 – $62,788

Comparison: 477 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Elkins, WV

2026 Kia EV6 GT-Line

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

2026 Kia EV6 GT-Line

Uniontown, PA

Unscored
$48,206Mileage not verified

Comparison: 7 similar vehicles

Uniontown, PA

2027 Toyota bZ Limited

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

2027 Toyota bZ Limited

Morgantown, WV

Fair PriceModerate · 31
$48,369Mileage not verified

Market: $46,817 – $50,674

Comparison: 31 similar vehicles

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

Morgantown, WV

2023 Ford F-150 Lightning Lariat

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

2023 Ford F-150 Lightning Lariat

Triadelphia, WV

UnscoredInsufficient · 0
$48,83025,378 mi

Triadelphia, WV

2027 Toyota bZ Woodland Premium

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

2027 Toyota bZ Woodland Premium

Morgantown, WV

Fair PriceRobust · 66
$49,075Mileage not verified

Market: $47,799 – $53,277

Comparison: 66 similar vehicles

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

Morgantown, WV

2027 Toyota bZ Woodland Premium

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

2027 Toyota bZ Woodland Premium

Morgantown, WV

Fair PriceRobust · 66
$49,075Mileage not verified

Market: $47,799 – $53,277

Comparison: 66 similar vehicles

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

Morgantown, WV

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Fairmont, WV

Fair PriceRobust · 96
$49,709Mileage not verified

Market: $45,143 – $52,303

Comparison: 96 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 208 days listed (based on current market benchmarks)

Fairmont, WV

2027 Toyota bZ Woodland Premium

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

2027 Toyota bZ Woodland Premium

Morgantown, WV

Fair PriceRobust · 66
$49,715Mileage not verified

Market: $47,799 – $53,277

Comparison: 66 similar vehicles

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

Morgantown, WV

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

Uniontown, PA

UnscoredInsufficient · 3
$49,794Mileage not verified

Comparison: 3 similar vehicles

Uniontown, PA

2027 Toyota bZ Woodland

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

2027 Toyota bZ Woodland

Triadelphia, WV

Unscored
$50,985Mileage not verified

Comparison: 8 similar vehicles

Triadelphia, WV

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

Uniontown, PA

UnscoredInsufficient · 3
$51,378Mileage not verified

Comparison: 3 similar vehicles

Uniontown, PA

2026 Ford Mustang Mach-E GT AWD

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

2026 Ford Mustang Mach-E GT AWD

Markleysburg, PA

Fair PriceModerate · 21
$54,720Mileage not verified

Market: $51,832 – $64,540

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 281 days listed (based on current market benchmarks)

Markleysburg, PA

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

White Hall, WV

Fair PriceLimited · 13
$56,325Mileage not verified

Market: $47,830 – $58,205

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

White Hall, WV

2026 Kia EV9 Land

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

2026 Kia EV9 Land

Uniontown, PA

Fair PriceLimited · 19
$59,091Mileage not verified

Market: $58,438 – $73,379

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 158 days listed (based on current market benchmarks)

Uniontown, PA

2026 Kia EV9 Land

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

2026 Kia EV9 Land

Uniontown, PA

Fair PriceLimited · 19
$59,091Mileage not verified

Market: $58,438 – $73,379

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Uniontown, PA

2026 Kia EV9 Land

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

2026 Kia EV9 Land

Uniontown, PA

Fair PriceLimited · 19
$59,091Mileage not verified

Market: $58,438 – $73,379

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Uniontown, PA

2026 Kia EV9 Land

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

2026 Kia EV9 Land

Uniontown, PA

Fair PriceLimited · 19
$60,704Mileage not verified

Market: $58,438 – $73,379

Comparison: 19 similar vehicles

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

Uniontown, PA

2026 Kia EV9 Land

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

2026 Kia EV9 Land

Uniontown, PA

Fair PriceLimited · 19
$60,863Mileage not verified

Market: $58,438 – $73,379

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Uniontown, PA

2027 Kia EV9 Wind

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

2027 Kia EV9 Wind

Uniontown, PA

Unscored
$61,595Mileage not verified

Comparison: 9 similar vehicles

Uniontown, PA

2027 Kia EV9 GT-Line

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

2027 Kia EV9 GT-Line

Uniontown, PA

Unscored
$65,490Mileage not verified

Comparison: 7 similar vehicles

Uniontown, PA

2027 Kia EV9 GT-Line

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

2027 Kia EV9 GT-Line

Uniontown, PA

Unscored
$67,370Mileage not verified

Comparison: 7 similar vehicles

Uniontown, PA

2026 GMC HUMMER EV 2X

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

2026 GMC HUMMER EV 2X

Kingwood, WV

Fair PriceModerate · 25
$95,649Mileage not verified

Market: $90,396 – $103,239

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Kingwood, WV

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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