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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 12, 2026

7.2M+

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

50 listings found

2015 Ford Focus SE

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

2015 Ford Focus SE

Windom, MN

Unscored
$4,995207,381 mi

Comparison: 31 similar vehicles

Windom, MN

2015 Ford Escape SE

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

2015 Ford Escape SE

Windom, MN

Unscored
$5,995170,111 mi

Comparison: 50 similar vehicles

Windom, MN

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Windom, MN

Unscored
$7,495211,547 mi

Comparison: 114 similar vehicles

Windom, MN

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Windom, MN

Unscored
$8,995211,638 mi

Comparison: 32 similar vehicles

Windom, MN

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Windom, MN

Fair PriceModerate · 44
$9,995Mileage not verified

Market: $8,995 – $17,995

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Windom, MN

2016 Ford Explorer Sport

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

2016 Ford Explorer Sport

Windom, MN

Unscored
$9,995203,910 mi

Comparison: 42 similar vehicles

Windom, MN

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

Windom, MN

Unscored
$11,250141,046 mi

Comparison: 140 similar vehicles

Windom, MN

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Windom, MN

Unscored
$12,250131,202 mi

Comparison: 81 similar vehicles

Windom, MN

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

Windom, MN

Fair PriceRobust · 143
$20,25094,777 mi

Market: $6,999 – $24,294

Comparison: 143 similar vehicles

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

Windom, MN

2022 Ford Transit Van Base

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

2022 Ford Transit Van Base

Windom, MN

Unscored
$21,250152,578 mi

Comparison: 13 similar vehicles

Windom, MN

2018 Ford F-350 Super Duty XL

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

2018 Ford F-350 Super Duty XL

Windom, MN

Unscored
$21,950193,621 mi

Comparison: 20 similar vehicles

Windom, MN

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Windom, MN

Fair PriceRobust · 167
$22,25074,385 mi

Market: $10,995 – $24,100

Comparison: 167 similar vehicles

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

Windom, MN

2016 Ford F-150 Lariat

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

2016 Ford F-150 Lariat

Windom, MN

Fair PriceRobust · 56
$23,250111,340 mi

Market: $10,349 – $26,000

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Windom, MN

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Windom, MN

Unscored
$24,250147,189 mi

Comparison: 338 similar vehicles

Windom, MN

2023 Ford Escape Active

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

2023 Ford Escape Active

Windom, MN

Fair PriceRobust · 80
$25,25032,395 mi

Market: $15,995 – $27,491

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Windom, MN

2023 Ford Escape Active

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

2023 Ford Escape Active

Windom, MN

Fair PriceRobust · 74
$25,25019,071 mi

Market: $22,793 – $27,175

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Windom, MN

2019 Ford F-350 Super Duty XL

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

2019 Ford F-350 Super Duty XL

Windom, MN

Unscored
$25,950237,691 mi

Comparison: 13 similar vehicles

Windom, MN

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

Windom, MN

Fair PriceLimited · 18
$26,25032,527 mi

Market: $17,995 – $29,995

Comparison: 18 similar vehicles

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

Windom, MN

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Windom, MN

Unscored
$26,85012,293 mi

Comparison: 9 similar vehicles

Windom, MN

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

Windom, MN

OverpricedRobust · 150
$29,25020,680 mi

Market: $22,349 – $28,398

Comparison: 150 similar vehicles

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

Windom, MN

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Windom, MN

OverpricedModerate · 21
$30,25016,182 mi

Market: $23,707 – $29,188

Comparison: 21 similar vehicles

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

Windom, MN

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Windom, MN

Fair PriceRobust · 210
$32,25017,986 mi

Market: $26,049 – $32,690

Comparison: 210 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Windom, MN

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Windom, MN

UnscoredInsufficient · 3
$34,25070,039 mi

Comparison: 3 similar vehicles

Windom, MN

2024 Ford Edge ST-Line

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

2024 Ford Edge ST-Line

Windom, MN

Fair PriceModerate · 22
$35,25012,207 mi

Market: $23,995 – $35,250

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 309 days listed (based on current market benchmarks)

Windom, MN

2024 Ford Edge ST-Line

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

2024 Ford Edge ST-Line

Windom, MN

Fair PriceModerate · 22
$35,25016,880 mi

Market: $23,995 – $35,250

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Windom, MN

2026 Ford Bronco Sport Heritage

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

2026 Ford Bronco Sport Heritage

Windom, MN

Fair PriceRobust · 130
$35,565Mileage not verified

Market: $29,267 – $39,735

Comparison: 130 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 206 days listed (based on current market benchmarks)

Windom, MN

2024 Ford Explorer XLT

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

2024 Ford Explorer XLT

Windom, MN

Fair PriceRobust · 143
$37,25025,988 mi

Market: $29,000 – $39,699

Comparison: 143 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 231 days listed (based on current market benchmarks)

Windom, MN

2024 Ford Edge ST-Line

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

2024 Ford Edge ST-Line

Windom, MN

UnscoredInsufficient · 0
$38,2508,638 mi

Windom, MN

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

Windom, MN

Fair PriceRobust · 180
$38,25066,961 mi

Market: $25,800 – $45,900

Comparison: 180 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 175 days listed (based on current market benchmarks)

Windom, MN

2025 Ford Maverick Lariat

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

2025 Ford Maverick Lariat

Windom, MN

Unscored
$39,25015,295 mi

Comparison: 6 similar vehicles

Windom, MN

2023 Ford F-250 Super Duty XLT

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

2023 Ford F-250 Super Duty XLT

Windom, MN

UnscoredInsufficient · 0
$39,950158,737 mi

Windom, MN

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

Windom, MN

Unscored
$39,950248,396 mi

Comparison: 44 similar vehicles

Windom, MN

1999 Ford Mustang GT

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

1999 Ford Mustang GT

Windom, MN

UnscoredInsufficient · 3
$39,95098,401 mi

Comparison: 3 similar vehicles

Windom, MN

2024 Ford Explorer XLT

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

2024 Ford Explorer XLT

Windom, MN

OverpricedRobust · 87
$40,25013,077 mi

Market: $30,000 – $38,175

Comparison: 87 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Windom, MN

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Windom, MN

Fair PriceRobust · 257
$42,25026,687 mi

Market: $31,999 – $49,000

Comparison: 257 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 231 days listed (based on current market benchmarks)

Windom, MN

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Windom, MN

Fair PriceRobust · 56
$42,25038,050 mi

Market: $30,900 – $44,333

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Windom, MN

2020 Ford F-250 Super Duty XLT

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

2020 Ford F-250 Super Duty XLT

Windom, MN

Unscored
$44,950140,735 mi

Comparison: 8 similar vehicles

Windom, MN

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

Windom, MN

Unscored
$44,950200,043 mi

Comparison: 44 similar vehicles

Windom, MN

2023 Ford Bronco 4-Door Badlands

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

2023 Ford Bronco 4-Door Badlands

Windom, MN

UnscoredInsufficient · 3
$46,2502,567 mi

Comparison: 3 similar vehicles

Windom, MN

2017 Ford F-250 Super Duty Platinum

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

2017 Ford F-250 Super Duty Platinum

Windom, MN

UnscoredInsufficient · 0
$46,950145,875 mi

Windom, MN

2023 Ford F-150 King Ranch

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

2023 Ford F-150 King Ranch

Windom, MN

OverpricedModerate · 20
$49,25061,570 mi

Market: $39,339 – $48,292

Comparison: 20 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Windom, MN

2023 Ford F-150 Lariat

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

2023 Ford F-150 Lariat

Windom, MN

Fair PriceRobust · 69
$49,25032,416 mi

Market: $38,999 – $50,574

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Windom, MN

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Windom, MN

UnscoredInsufficient · 3
$54,25017,610 mi

Comparison: 3 similar vehicles

Windom, MN

2026 Ford Explorer Platinum

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

2026 Ford Explorer Platinum

Windom, MN

Fair PriceRobust · 195
$54,900Mileage not verified

Market: $48,754 – $62,103

Comparison: 195 similar vehicles

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

Windom, MN

2025 Ford Expedition Active

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

2025 Ford Expedition Active

Windom, MN

Fair PriceRobust · 68
$58,25028,842 mi

Market: $51,449 – $60,294

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 256 days listed (based on current market benchmarks)

Windom, MN

2015 Ford F-550

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

2015 Ford F-550

Windom, MN

UnscoredInsufficient · 0
$59,950233,303 mi

Windom, MN

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Windom, MN

Unscored
$64,550Mileage not verified

Comparison: 8 similar vehicles

Windom, MN

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Windom, MN

Unscored
$67,015Mileage not verified

Comparison: 8 similar vehicles

Windom, MN

2018 Ford F-550

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

2018 Ford F-550

Windom, MN

UnscoredInsufficient · 0
$69,950202,839 mi

Windom, MN

2026 Ford F-150 King Ranch

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

2026 Ford F-150 King Ranch

Windom, MN

Fair PriceRobust · 172
$74,925Mileage not verified

Market: $65,518 – $82,634

Comparison: 172 similar vehicles

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

Windom, MN

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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