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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 14, 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

61 listings found

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Oshkosh, WI

Unscored
$7,500193,943 mi

Comparison: 181 similar vehicles

Oshkosh, WI

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Oshkosh, WI

Unscored
$9,644109,832 mi

Comparison: 6 similar vehicles

Oshkosh, WI

2016 Ford Focus SE

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

2016 Ford Focus SE

Oshkosh, WI

UnscoredInsufficient · 3
$9,85075,409 mi

Comparison: 3 similar vehicles

Oshkosh, WI

2014 Ford Explorer Sport

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

2014 Ford Explorer Sport

Oshkosh, WI

Unscored
$9,995168,121 mi

Comparison: 20 similar vehicles

Oshkosh, WI

2010 Ford Taurus Limited

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

2010 Ford Taurus Limited

Oshkosh, WI

OverpricedLimited · 12
$10,95067,713 mi

Market: $3,999 – $5,231

Comparison: 12 similar vehicles

Priced ~109% above the typical market range for similar vehicles (based on current market benchmarks)

Oshkosh, WI

2019 Ford Escape SE

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

2019 Ford Escape SE

Oshkosh, WI

Unscored
$11,990119,969 mi

Comparison: 7 similar vehicles

Oshkosh, WI

2020 Ford Edge ST Line

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

2020 Ford Edge ST Line

Oshkosh, WI

UnscoredInsufficient · 0
$13,027114,011 mi

Oshkosh, WI

2017 Ford Mustang EcoBoost Premium

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

2017 Ford Mustang EcoBoost Premium

Oshkosh, WI

Unscored
$13,397118,271 mi

Comparison: 9 similar vehicles

Oshkosh, WI

2002 Ford Thunderbird Premium

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

2002 Ford Thunderbird Premium

Oshkosh, WI

UnscoredInsufficient · 0
$13,50023,429 mi

Oshkosh, WI

2005 Ford Mustang GT Deluxe

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

2005 Ford Mustang GT Deluxe

Oshkosh, WI

Unscored
$14,50071,138 mi

Comparison: 5 similar vehicles

Oshkosh, WI

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Oshkosh, WI

UnscoredInsufficient · 4
$14,59991,610 mi

Comparison: 4 similar vehicles

Oshkosh, WI

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Oshkosh, WI

Fair PriceModerate · 20
$17,995113,904 mi

Market: $8,990 – $26,360

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Oshkosh, WI

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Oshkosh, WI

Fair PriceRobust · 57
$19,99061,072 mi

Market: $15,998 – $24,912

Comparison: 57 similar vehicles

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

Oshkosh, WI

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Oshkosh, WI

Fair PriceRobust · 64
$22,69953,589 mi

Market: $16,306 – $25,078

Comparison: 64 similar vehicles

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

Oshkosh, WI

2021 Ford Ranger XL

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

2021 Ford Ranger XL

Oshkosh, WI

Fair PriceModerate · 20
$23,27683,465 mi

Market: $10,500 – $25,760

Comparison: 20 similar vehicles

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

Oshkosh, WI

2020 Ford Explorer ST

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

2020 Ford Explorer ST

Oshkosh, WI

Unscored
$23,990123,682 mi

Comparison: 17 similar vehicles

Oshkosh, WI

2025 Ford Escape Active

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

2025 Ford Escape Active

Oshkosh, WI

Fair PriceRobust · 86
$23,99925,565 mi

Market: $19,840 – $32,995

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 346 days listed (based on current market benchmarks)

Oshkosh, WI

2023 Ford Escape ST-Line

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

2023 Ford Escape ST-Line

Oshkosh, WI

UnscoredInsufficient · 3
$24,32735,762 mi

Comparison: 3 similar vehicles

Oshkosh, WI

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Oshkosh, WI

UnscoredInsufficient · 4
$24,79944,413 mi

Comparison: 4 similar vehicles

Oshkosh, WI

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Oshkosh, WI

Fair PriceRobust · 201
$26,19939,573 mi

Market: $22,992 – $38,279

Comparison: 201 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Oshkosh, WI

2023 Ford Escape Platinum

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

2023 Ford Escape Platinum

Oshkosh, WI

Fair PriceLimited · 10
$28,09911,800 mi

Market: $23,474 – $28,809

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 535 days listed (based on current market benchmarks)

Oshkosh, WI

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Oshkosh, WI

Fair PriceModerate · 27
$29,69911,825 mi

Market: $24,990 – $29,995

Comparison: 27 similar vehicles

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

Oshkosh, WI

2025 Ford Bronco Sport Outer Banks

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

2025 Ford Bronco Sport Outer Banks

Oshkosh, WI

Fair PriceModerate · 25
$30,58213,762 mi

Market: $27,995 – $32,999

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Oshkosh, WI

2022 Ford Explorer Timberline

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

2022 Ford Explorer Timberline

Oshkosh, WI

UnscoredInsufficient · 0
$30,99948,200 mi

Oshkosh, WI

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Oshkosh, WI

Fair PriceRobust · 120
$32,348Mileage not verified

Market: $31,969 – $38,029

Comparison: 120 similar vehicles

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

Oshkosh, WI

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Oshkosh, WI

Unscored
$32,39927,836 mi

Comparison: 6 similar vehicles

Oshkosh, WI

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Oshkosh, WI

Fair PriceRobust · 120
$33,410Mileage not verified

Market: $31,969 – $38,029

Comparison: 120 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Oshkosh, WI

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Oshkosh, WI

Fair PriceRobust · 120
$33,913Mileage not verified

Market: $31,969 – $38,029

Comparison: 120 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Oshkosh, WI

2024 Ford Explorer XLT

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

2024 Ford Explorer XLT

Oshkosh, WI

Fair PriceModerate · 25
$33,91331,498 mi

Market: $32,428 – $34,397

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Oshkosh, WI

2017 Ford F-350 Super Duty Lariat

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

2017 Ford F-350 Super Duty Lariat

Oshkosh, WI

Unscored
$34,389160,821 mi

Comparison: 8 similar vehicles

Oshkosh, WI

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Oshkosh, WI

Fair PriceRobust · 120
$35,197Mileage not verified

Market: $31,969 – $38,029

Comparison: 120 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 227 days listed (based on current market benchmarks)

Oshkosh, WI

2023 Ford Bronco 4-Door Black Diamond

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

2023 Ford Bronco 4-Door Black Diamond

Oshkosh, WI

UnscoredInsufficient · 0
$36,99720,219 mi

Oshkosh, WI

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Oshkosh, WI

Unscored
$37,1321,443 mi

Comparison: 5 similar vehicles

Oshkosh, WI

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Oshkosh, WI

Fair PriceRobust · 67
$37,287Mileage not verified

Market: $33,864 – $42,569

Comparison: 67 similar vehicles

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

Oshkosh, WI

2026 Ford Explorer Active

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

2026 Ford Explorer Active

Oshkosh, WI

Fair PriceModerate · 33
$37,905Mileage not verified

Market: $34,292 – $46,384

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Oshkosh, WI

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

Oshkosh, WI

Fair PriceModerate · 24
$38,396Mileage not verified

Market: $37,499 – $50,794

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Oshkosh, WI

2026 Ford Maverick Lobo Premium

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

2026 Ford Maverick Lobo Premium

Oshkosh, WI

UnscoredInsufficient · 3
$40,160Mileage not verified

Comparison: 3 similar vehicles

Oshkosh, WI

2026 Ford Bronco 4-Door Big Bend

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

2026 Ford Bronco 4-Door Big Bend

Oshkosh, WI

Fair PriceRobust · 83
$44,549Mileage not verified

Market: $40,648 – $56,410

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

Oshkosh, WI

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Oshkosh, WI

Fair PriceRobust · 74
$44,639Mileage not verified

Market: $37,999 – $50,599

Comparison: 74 similar vehicles

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

Oshkosh, WI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Oshkosh, WI

Fair PriceRobust · 96
$45,246Mileage not verified

Market: $41,679 – $49,634

Comparison: 96 similar vehicles

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

Oshkosh, WI

2027 Ford Explorer ST-LINE

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

2027 Ford Explorer ST-LINE

Oshkosh, WI

Fair PriceRobust · 107
$45,587Mileage not verified

Market: $45,711 – $53,379

Comparison: 107 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 20 days listed (based on current market benchmarks)

Oshkosh, WI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Oshkosh, WI

Fair PriceRobust · 96
$46,869Mileage not verified

Market: $41,679 – $49,634

Comparison: 96 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Oshkosh, WI

2027 Ford Explorer ST-LINE

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

2027 Ford Explorer ST-LINE

Oshkosh, WI

Fair PriceRobust · 107
$47,243Mileage not verified

Market: $45,587 – $53,379

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Oshkosh, WI

2026 Ford Explorer ST-LINE

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

2026 Ford Explorer ST-LINE

Oshkosh, WI

Fair PriceLimited · 12
$47,404Mileage not verified

Market: $41,489 – $49,948

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

Oshkosh, WI

2026 Ford Ranger Lariat

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

2026 Ford Ranger Lariat

Oshkosh, WI

Fair PriceLimited · 12
$48,885Mileage not verified

Market: $47,880 – $51,404

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 255 days listed (based on current market benchmarks)

Oshkosh, WI

2018 Ford F-450 Super Duty Platinum

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

2018 Ford F-450 Super Duty Platinum

Oshkosh, WI

UnscoredInsufficient · 0
$53,260103,594 mi

Oshkosh, WI

2027 Ford Explorer ST

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

2027 Ford Explorer ST

Oshkosh, WI

Fair PriceModerate · 35
$55,888Mileage not verified

Market: $55,032 – $62,779

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Oshkosh, WI

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Oshkosh, WI

Fair PriceModerate · 23
$56,323Mileage not verified

Market: $54,921 – $175,779

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 255 days listed (based on current market benchmarks)

Oshkosh, WI

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Oshkosh, WI

Fair PriceRobust · 58
$56,463Mileage not verified

Market: $53,459 – $64,649

Comparison: 58 similar vehicles

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

Oshkosh, WI

2027 Ford Explorer ST

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

2027 Ford Explorer ST

Oshkosh, WI

Fair PriceModerate · 35
$57,351Mileage not verified

Market: $55,032 – $62,779

Comparison: 35 similar vehicles

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

Oshkosh, WI

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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