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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

50 listings found

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Wellsboro, PA

Unscored
$5,995177,321 mi

Comparison: 49 similar vehicles

Wellsboro, PA

2016 Jeep Renegade Sport

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

2016 Jeep Renegade Sport

Wellsboro, PA

Unscored
$6,495146,314 mi

Comparison: 23 similar vehicles

Wellsboro, PA

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Wellsboro, PA

Fair PriceRobust · 91
$6,995110,825 mi

Market: $2,500 – $13,995

Comparison: 91 similar vehicles

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

Wellsboro, PA

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Wellsboro, PA

Fair PriceRobust · 52
$6,99599,666 mi

Market: $2,500 – $12,990

Comparison: 52 similar vehicles

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

Wellsboro, PA

2015 Subaru Outback Premium

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

2015 Subaru Outback Premium

Wellsboro, PA

Unscored
$7,495175,125 mi

Comparison: 67 similar vehicles

Wellsboro, PA

2014 Nissan Sentra SR

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

2014 Nissan Sentra SR

Wellsboro, PA

Fair PriceLimited · 16
$7,995118,512 mi

Market: $4,995 – $10,995

Comparison: 16 similar vehicles

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

Wellsboro, PA

2019 Subaru Crosstrek Premium

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

2019 Subaru Crosstrek Premium

Wellsboro, PA

Unscored
$8,495162,903 mi

Comparison: 5 similar vehicles

Wellsboro, PA

2020 Subaru Legacy Premium

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

2020 Subaru Legacy Premium

Wellsboro, PA

Unscored
$8,995168,378 mi

Comparison: 22 similar vehicles

Wellsboro, PA

2016 Buick Encore Convenience

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

2016 Buick Encore Convenience

Wellsboro, PA

Fair PriceModerate · 38
$8,99579,005 mi

Market: $6,995 – $17,135

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Wellsboro, PA

2014 Jeep Wrangler Unlimited Sport

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

2014 Jeep Wrangler Unlimited Sport

Wellsboro, PA

Unscored
$8,995176,361 mi

Comparison: 75 similar vehicles

Wellsboro, PA

2014 Dodge Charger R/T

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

2014 Dodge Charger R/T

Wellsboro, PA

Unscored
$8,995152,000 mi

Comparison: 9 similar vehicles

Wellsboro, PA

2018 Buick Encore Sport Touring

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

2018 Buick Encore Sport Touring

Wellsboro, PA

Fair PriceModerate · 25
$9,495100,592 mi

Market: $9,510 – $13,590

Comparison: 25 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 3 days listed (based on current market benchmarks)

Wellsboro, PA

2012 Toyota Tundra Limited

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

2012 Toyota Tundra Limited

Wellsboro, PA

Unscored
$9,995234,473 mi

Comparison: 8 similar vehicles

Wellsboro, PA

2022 Toyota Corolla LE

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

2022 Toyota Corolla LE

Wellsboro, PA

Unscored
$11,495157,086 mi

Comparison: 17 similar vehicles

Wellsboro, PA

2021 Subaru Outback Premium

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

2021 Subaru Outback Premium

Wellsboro, PA

Unscored
$11,995157,990 mi

Comparison: 104 similar vehicles

Wellsboro, PA

2020 Subaru Ascent Premium

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

2020 Subaru Ascent Premium

Wellsboro, PA

UnscoredInsufficient · 4
$11,995147,466 mi

Comparison: 4 similar vehicles

Wellsboro, PA

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

Wellsboro, PA

Fair PriceRobust · 273
$12,99582,687 mi

Market: $5,900 – $17,998

Comparison: 273 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Wellsboro, PA

2019 Ford Ecosport S

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

2019 Ford Ecosport S

Wellsboro, PA

UnscoredInsufficient · 0
$12,99552,100 mi

Wellsboro, PA

2017 Jeep Wrangler Unlimited Sport

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

2017 Jeep Wrangler Unlimited Sport

Wellsboro, PA

Fair PriceModerate · 35
$12,995117,592 mi

Market: $12,495 – $23,325

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 200 days listed (based on current market benchmarks)

Wellsboro, PA

2023 Kia Sportage LX Hybrid

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

2023 Kia Sportage LX Hybrid

Wellsboro, PA

Unscored
$14,995138,323 mi

Comparison: 82 similar vehicles

Wellsboro, PA

2024 Subaru Impreza Base

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

2024 Subaru Impreza Base

Wellsboro, PA

Unscored
$15,495129,240 mi

Comparison: 21 similar vehicles

Wellsboro, PA

2021 Ford Expedition Limited

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

2021 Ford Expedition Limited

Wellsboro, PA

Unscored
$15,495222,938 mi

Comparison: 6 similar vehicles

Wellsboro, PA

2019 Ford Ranger XLT

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

2019 Ford Ranger XLT

Wellsboro, PA

Unscored
$15,495147,185 mi

Comparison: 12 similar vehicles

Wellsboro, PA

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Wellsboro, PA

Unscored
$15,995111,055 mi

Comparison: 8 similar vehicles

Wellsboro, PA

2023 Hyundai Tucson Limited

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

2023 Hyundai Tucson Limited

Wellsboro, PA

Unscored
$16,495137,136 mi

Comparison: 117 similar vehicles

Wellsboro, PA

2023 Dodge Hornet GT Plus

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

2023 Dodge Hornet GT Plus

Wellsboro, PA

UnscoredInsufficient · 0
$16,99568,596 mi

Wellsboro, PA

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Wellsboro, PA

Unscored
$16,995122,456 mi

Comparison: 201 similar vehicles

Wellsboro, PA

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Wellsboro, PA

Unscored
$17,495181,791 mi

Comparison: 9 similar vehicles

Wellsboro, PA

2024 Nissan Rogue SL

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

2024 Nissan Rogue SL

Wellsboro, PA

Unscored
$18,995102,110 mi

Comparison: 19 similar vehicles

Wellsboro, PA

2022 Chevrolet Colorado Z71

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

2022 Chevrolet Colorado Z71

Wellsboro, PA

Unscored
$18,995143,752 mi

Comparison: 8 similar vehicles

Wellsboro, PA

2020 Ford Transit Van Base

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

2020 Ford Transit Van Base

Wellsboro, PA

Unscored
$18,995141,433 mi

Comparison: 209 similar vehicles

Wellsboro, PA

2020 Chevrolet Silverado 1500 Custom

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

2020 Chevrolet Silverado 1500 Custom

Wellsboro, PA

Unscored
$18,995166,559 mi

Comparison: 5 similar vehicles

Wellsboro, PA

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Wellsboro, PA

Unscored
$18,995124,540 mi

Comparison: 8 similar vehicles

Wellsboro, PA

2018 Jeep All-New Wrangler Unlimited Sport

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

2018 Jeep All-New Wrangler Unlimited Sport

Wellsboro, PA

Fair PriceRobust · 120
$18,99582,690 mi

Market: $11,495 – $22,889

Comparison: 120 similar vehicles

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

Wellsboro, PA

2020 Subaru Outback Limited

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

2020 Subaru Outback Limited

Wellsboro, PA

Fair PriceRobust · 175
$19,49589,146 mi

Market: $12,995 – $25,995

Comparison: 175 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 186 days listed (based on current market benchmarks)

Wellsboro, PA

2022 Ford Maverick Lariat

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

2022 Ford Maverick Lariat

Wellsboro, PA

Fair PriceLimited · 13
$19,995118,088 mi

Market: $18,950 – $26,885

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Wellsboro, PA

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Wellsboro, PA

Unscored
$19,995127,823 mi

Comparison: 14 similar vehicles

Wellsboro, PA

2023 Subaru Outback Premium

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

2023 Subaru Outback Premium

Wellsboro, PA

UnscoredInsufficient · 4
$20,99566,119 mi

Comparison: 4 similar vehicles

Wellsboro, PA

2022 Subaru Outback Wilderness

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

2022 Subaru Outback Wilderness

Wellsboro, PA

Unscored
$21,495103,955 mi

Comparison: 6 similar vehicles

Wellsboro, PA

2024 Subaru Ascent Limited

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

2024 Subaru Ascent Limited

Wellsboro, PA

Unscored
$21,995110,759 mi

Comparison: 8 similar vehicles

Wellsboro, PA

2022 GMC Acadia AT4

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

2022 GMC Acadia AT4

Wellsboro, PA

Fair PriceLimited · 16
$21,99596,173 mi

Market: $20,795 – $26,594

Comparison: 16 similar vehicles

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

Wellsboro, 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

Wellsboro, PA

Unscored
$21,995113,882 mi

Comparison: 8 similar vehicles

Wellsboro, PA

2021 Chevrolet Silverado 1500 Custom

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

2021 Chevrolet Silverado 1500 Custom

Wellsboro, PA

Unscored
$22,49586,094 mi

Comparison: 6 similar vehicles

Wellsboro, PA

2023 Nissan Frontier PRO-4X

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

2023 Nissan Frontier PRO-4X

Wellsboro, PA

Fair PriceRobust · 114
$24,995116,118 mi

Market: $24,900 – $34,165

Comparison: 114 similar vehicles

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

Wellsboro, PA

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Wellsboro, PA

Salvage title
$24,99527,309 mi

Wellsboro, PA

2024 Subaru Forester Sport

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

2024 Subaru Forester Sport

Wellsboro, PA

OverpricedModerate · 29
$26,99565,438 mi

Market: $16,400 – $26,986

Comparison: 29 similar vehicles

Wellsboro, PA

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

Wellsboro, PA

UnscoredInsufficient · 0
$27,99539,417 mi

Wellsboro, PA

2017 Ford F-250 Super Duty Lariat

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

2017 Ford F-250 Super Duty Lariat

Wellsboro, PA

UnscoredInsufficient · 4
$34,995139,017 mi

Comparison: 4 similar vehicles

Wellsboro, PA

2026 Nissan Frontier PRO-4X

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

2026 Nissan Frontier PRO-4X

Wellsboro, PA

Fair PriceRobust · 64
$36,99518,503 mi

Market: $34,990 – $43,075

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Wellsboro, PA

2025 GMC Sierra 1500 SLT

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

2025 GMC Sierra 1500 SLT

Wellsboro, PA

UnscoredInsufficient · 3
$55,9957,754 mi

Comparison: 3 similar vehicles

Wellsboro, 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.
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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