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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 6, 2026

6.8M+

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

1999 Jeep Wrangler SPORT

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

1999 Jeep Wrangler SPORT

Orefield, PA

UnscoredInsufficient · 0
$14,90058,050 mi

Orefield, PA

2017 Ford Transit Van Base

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

2017 Ford Transit Van Base

Orefield, PA

Unscored
$15,900124,165 mi

Comparison: 24 similar vehicles

Orefield, PA

2003 Mercedes-Benz SL-Class SL500

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

2003 Mercedes-Benz SL-Class SL500

Orefield, PA

UnscoredInsufficient · 4
$15,90046,630 mi

Comparison: 4 similar vehicles

Orefield, PA

2020 Chevrolet Tahoe LT

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

2020 Chevrolet Tahoe LT

Orefield, PA

Unscored
$21,900120,930 mi

Comparison: 48 similar vehicles

Orefield, PA

2004 Chevrolet Corvette Base

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

2004 Chevrolet Corvette Base

Orefield, PA

Unscored
$21,90060,600 mi

Comparison: 7 similar vehicles

Orefield, PA

2019 Jeep Grand Cherokee Laredo E

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

2019 Jeep Grand Cherokee Laredo E

Orefield, PA

UnscoredInsufficient · 4
$22,90035,875 mi

Comparison: 4 similar vehicles

Orefield, PA

2019 RAM ProMaster Cargo Van Base

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

2019 RAM ProMaster Cargo Van Base

Orefield, PA

OverpricedLimited · 11
$22,90091,840 mi

Market: $12,680 – $17,085

Comparison: 11 similar vehicles

Priced ~34% above the typical market range for similar vehicles (based on current market benchmarks)

Orefield, PA

2018 Ford Focus ST

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

2018 Ford Focus ST

Orefield, PA

UnscoredInsufficient · 0
$22,90024,470 mi

Orefield, PA

2019 Dodge Durango R/T

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

2019 Dodge Durango R/T

Orefield, PA

Fair PriceRobust · 66
$26,90093,900 mi

Market: $17,995 – $29,995

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Orefield, PA

2021 Jeep Grand Cherokee L Limited

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

2021 Jeep Grand Cherokee L Limited

Orefield, PA

Fair PriceRobust · 69
$29,90033,890 mi

Market: $23,925 – $32,780

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Orefield, PA

2022 Dodge Durango GT Plus

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

2022 Dodge Durango GT Plus

Orefield, PA

Fair PriceModerate · 46
$30,90037,865 mi

Market: $19,999 – $34,999

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Orefield, PA

2019 Chevrolet Colorado Z71

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

2019 Chevrolet Colorado Z71

Orefield, PA

UnscoredInsufficient · 0
$33,9009,150 mi

Orefield, PA

2023 Ford F-150 XL

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

2023 Ford F-150 XL

Orefield, PA

Fair PriceModerate · 44
$36,90022,450 mi

Market: $33,481 – $42,405

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Orefield, PA

2021 Ford Bronco 2-Door Badlands

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

2021 Ford Bronco 2-Door Badlands

Orefield, PA

UnscoredInsufficient · 0
$36,90047,890 mi

Orefield, PA

2017 GMC Sierra 1500 SLE

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

2017 GMC Sierra 1500 SLE

Orefield, PA

UnscoredInsufficient · 0
$38,90011,090 mi

Orefield, PA

2024 Toyota Tacoma TRD Sport

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

2024 Toyota Tacoma TRD Sport

Orefield, PA

Fair PriceLimited · 15
$39,90020,554 mi

Market: $38,990 – $41,490

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Orefield, PA

2025 Chevrolet Express Cargo Work Van

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

2025 Chevrolet Express Cargo Work Van

Orefield, PA

OverpricedLimited · 14
$45,900545 mi

Market: $32,990 – $34,989

Comparison: 14 similar vehicles

Priced ~31% above the typical market range for similar vehicles (based on current market benchmarks)

Orefield, PA

2014 GMC Sierra 3500 Denali HD

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

2014 GMC Sierra 3500 Denali HD

Orefield, PA

UnscoredInsufficient · 0
$45,90029,620 mi

Orefield, PA

2022 Chevrolet Silverado 1500 Limited RST

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

2022 Chevrolet Silverado 1500 Limited RST

Orefield, PA

OverpricedModerate · 22
$46,90025,271 mi

Market: $38,490 – $40,103

Comparison: 22 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Orefield, PA

2013 Chevrolet Silverado 2500HD LTZ

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

2013 Chevrolet Silverado 2500HD LTZ

Orefield, PA

UnscoredInsufficient · 0
$47,90055,200 mi

Orefield, PA

2026 Ford Explorer Platinum

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

2026 Ford Explorer Platinum

Orefield, PA

Fair PriceModerate · 22
$49,9009,525 mi

Market: $46,799 – $61,390

Comparison: 22 similar vehicles

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

Orefield, PA

2012 Dodge Ram 5500

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

2012 Dodge Ram 5500

Orefield, PA

UnscoredInsufficient · 0
$49,900106,275 mi

Orefield, PA

2026 RAM 2500 Pickup Big Horn

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

2026 RAM 2500 Pickup Big Horn

Orefield, PA

OverpricedRobust · 85
$50,90012,600 mi

Market: $43,740 – $48,982

Comparison: 85 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Orefield, PA

2023 GMC Sierra 1500 SLT

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

2023 GMC Sierra 1500 SLT

Orefield, PA

UnscoredInsufficient · 3
$52,90023,350 mi

Comparison: 3 similar vehicles

Orefield, PA

2022 Ford F-250 Super Duty XL

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

2022 Ford F-250 Super Duty XL

Orefield, PA

UnscoredInsufficient · 0
$52,9005,450 mi

Orefield, PA

2024 GMC Sierra 2500HD Pro

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

2024 GMC Sierra 2500HD Pro

Orefield, PA

UnscoredInsufficient · 3
$54,90011,610 mi

Comparison: 3 similar vehicles

Orefield, PA

2024 Ford F-250 Super Duty XL

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

2024 Ford F-250 Super Duty XL

Orefield, PA

Unscored
$56,9001,150 mi

Comparison: 9 similar vehicles

Orefield, PA

2022 Ford F-150 Lariat

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

2022 Ford F-150 Lariat

Orefield, PA

UnscoredInsufficient · 0
$56,9008,325 mi

Orefield, PA

2024 Ford F-350 Super Duty Chassis Cab XL

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

2024 Ford F-350 Super Duty Chassis Cab XL

Orefield, PA

UnscoredInsufficient · 0
$59,90039,675 mi

Orefield, PA

2023 Ford F-550 Super Duty Chassis Cab Lariat

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

2023 Ford F-550 Super Duty Chassis Cab Lariat

Orefield, PA

UnscoredInsufficient · 0
$59,9002,200 mi

Orefield, PA

2023 Chevrolet Silverado 2500HD LTZ

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

2023 Chevrolet Silverado 2500HD LTZ

Orefield, PA

UnscoredInsufficient · 0
$59,90023,724 mi

Orefield, PA

2020 Ford F-350 Super Duty Lariat

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

2020 Ford F-350 Super Duty Lariat

Orefield, PA

UnscoredInsufficient · 0
$59,90046,175 mi

Orefield, PA

2024 Ford F-250 Super Duty XLT

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

2024 Ford F-250 Super Duty XLT

Orefield, PA

OverpricedModerate · 25
$62,90053,600 mi

Market: $46,899 – $53,300

Comparison: 25 similar vehicles

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

Orefield, PA

2025 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2025 Chevrolet Silverado 3500 Chassis Cab Work Truck

Orefield, PA

UnscoredInsufficient · 0
$64,90012,449 mi

Orefield, PA

2024 Chevrolet Silverado 2500HD LTZ

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

2024 Chevrolet Silverado 2500HD LTZ

Orefield, PA

Unscored
$64,9006,304 mi

Comparison: 6 similar vehicles

Orefield, PA

2020 RAM 5500 Chassis Cab Tradesman

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

2020 RAM 5500 Chassis Cab Tradesman

Orefield, PA

UnscoredInsufficient · 0
$64,90012,100 mi

Orefield, PA

2023 Chevrolet Suburban Z71

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

2023 Chevrolet Suburban Z71

Orefield, PA

UnscoredInsufficient · 3
$65,90021,475 mi

Comparison: 3 similar vehicles

Orefield, PA

2022 Ford F-350 Super Duty Lariat

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

2022 Ford F-350 Super Duty Lariat

Orefield, PA

OverpricedLimited · 17
$65,90033,350 mi

Market: $57,791 – $64,975

Comparison: 17 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Orefield, PA

2022 RAM 5500 Chassis Cab Tradesman

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

2022 RAM 5500 Chassis Cab Tradesman

Orefield, PA

UnscoredInsufficient · 0
$69,90021,960 mi

Orefield, PA

2024 RAM 4500 Chassis Cab SLT

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

2024 RAM 4500 Chassis Cab SLT

Orefield, PA

UnscoredInsufficient · 0
$79,90011,150 mi

Orefield, PA

2022 Ford F-450 Super Duty Lariat

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

2022 Ford F-450 Super Duty Lariat

Orefield, PA

UnscoredInsufficient · 0
$79,90033,375 mi

Orefield, PA

2025 BMW X7 M60i

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

2025 BMW X7 M60i

Orefield, PA

Unscored
$84,90024,890 mi

Comparison: 8 similar vehicles

Orefield, PA

2024 RAM 5500 Chassis Cab Tradesman

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

2024 RAM 5500 Chassis Cab Tradesman

Orefield, PA

Unscored
$85,90063,285 mi

Comparison: 6 similar vehicles

Orefield, PA

2026 Ford F-450 Super Duty Platinum

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

2026 Ford F-450 Super Duty Platinum

Orefield, PA

UnscoredInsufficient · 4
$107,9001,960 mi

Comparison: 4 similar vehicles

Orefield, 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 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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