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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

72 listings found

2014 Ford Escape SE

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

2014 Ford Escape SE

Cheboygan, MI

Unscored
$6,314125,869 mi

Comparison: 35 similar vehicles

Cheboygan, MI

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Cheboygan, MI

Unscored
$7,480186,469 mi

Comparison: 17 similar vehicles

Cheboygan, MI

2015 Ford Escape SE

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

2015 Ford Escape SE

Cheboygan, MI

Unscored
$9,754127,392 mi

Comparison: 43 similar vehicles

Cheboygan, MI

2018 Ford Escape SE

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

2018 Ford Escape SE

Cheboygan, MI

Fair PriceRobust · 98
$12,05785,695 mi

Market: $4,279 – $13,808

Comparison: 98 similar vehicles

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

Cheboygan, MI

2020 Ford Escape SE

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

2020 Ford Escape SE

Cheboygan, MI

Fair PriceLimited · 19
$15,28067,679 mi

Market: $6,995 – $15,998

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Cheboygan, MI

2022 Ford Edge Titanium

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

2022 Ford Edge Titanium

Cheboygan, MI

Fair PriceModerate · 25
$16,252111,511 mi

Market: $15,945 – $24,980

Comparison: 25 similar vehicles

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

Cheboygan, MI

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Cheboygan, MI

Fair PriceModerate · 46
$17,804114,464 mi

Market: $7,900 – $18,900

Comparison: 46 similar vehicles

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

Cheboygan, MI

2019 Ford Edge Titanium

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

2019 Ford Edge Titanium

Cheboygan, MI

UnscoredInsufficient · 0
$18,28059,879 mi

Cheboygan, MI

2020 Ford F-150 Lariat

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

2020 Ford F-150 Lariat

Cheboygan, MI

Unscored
$18,544159,246 mi

Comparison: 41 similar vehicles

Cheboygan, MI

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

Cheboygan, MI

Unscored
$20,530120,850 mi

Comparison: 176 similar vehicles

Cheboygan, MI

2019 Ford Expedition XLT

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

2019 Ford Expedition XLT

Cheboygan, MI

UnscoredInsufficient · 3
$21,530126,447 mi

Comparison: 3 similar vehicles

Cheboygan, MI

2024 Ford Escape Active

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

2024 Ford Escape Active

Cheboygan, MI

Fair PriceLimited · 13
$21,78039,099 mi

Market: $18,500 – $24,165

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Cheboygan, MI

2023 Ford Escape Active

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

2023 Ford Escape Active

Cheboygan, MI

OverpricedLimited · 17
$22,26662,239 mi

Market: $9,995 – $20,264

Comparison: 17 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Cheboygan, MI

2023 Ford Edge Titanium

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

2023 Ford Edge Titanium

Cheboygan, MI

UnscoredInsufficient · 0
$24,28048,757 mi

Cheboygan, MI

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Cheboygan, MI

Unscored
$24,80495,226 mi

Comparison: 7 similar vehicles

Cheboygan, MI

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Cheboygan, MI

Fair PriceModerate · 31
$25,28036,858 mi

Market: $20,108 – $29,309

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 144 days listed (based on current market benchmarks)

Cheboygan, MI

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Cheboygan, MI

Fair PriceRobust · 171
$25,304117,176 mi

Market: $10,309 – $34,995

Comparison: 171 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Cheboygan, MI

2024 Ford Edge SE

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

2024 Ford Edge SE

Cheboygan, MI

UnscoredInsufficient · 0
$26,53012,110 mi

Cheboygan, MI

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Cheboygan, MI

Fair PriceRobust · 73
$30,7602,000 mi

Market: $29,120 – $34,739

Comparison: 73 similar vehicles

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

Cheboygan, MI

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

Cheboygan, MI

Fair PriceRobust · 123
$31,03086,449 mi

Market: $18,470 – $42,998

Comparison: 123 similar vehicles

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

Cheboygan, MI

2024 Ford Explorer XLT

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

2024 Ford Explorer XLT

Cheboygan, MI

Fair PriceLimited · 16
$32,28047,078 mi

Market: $28,634 – $35,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Cheboygan, MI

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

Cheboygan, MI

UnscoredInsufficient · 3
$33,75569,842 mi

Comparison: 3 similar vehicles

Cheboygan, MI

2018 Ford F-250 Super Duty XLT

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

2018 Ford F-250 Super Duty XLT

Cheboygan, MI

Unscored
$35,080129,860 mi

Comparison: 13 similar vehicles

Cheboygan, MI

2023 Ford Explorer TIMBERLINE

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

2023 Ford Explorer TIMBERLINE

Cheboygan, MI

Fair PriceLimited · 11
$35,78036,520 mi

Market: $35,998 – $37,995

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 31 days listed (based on current market benchmarks)

Cheboygan, MI

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

Cheboygan, MI

Fair PriceModerate · 28
$37,90431,080 mi

Market: $31,080 – $40,294

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Cheboygan, MI

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

Cheboygan, MI

Fair PriceRobust · 60
$38,03054,500 mi

Market: $32,098 – $46,995

Comparison: 60 similar vehicles

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

Cheboygan, MI

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

Cheboygan, MI

Unscored
$39,945Mileage not verified

Comparison: 5 similar vehicles

Cheboygan, MI

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

Cheboygan, MI

Fair PriceRobust · 60
$40,03058,833 mi

Market: $32,098 – $46,995

Comparison: 60 similar vehicles

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

Cheboygan, MI

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Cheboygan, MI

Fair PriceLimited · 12
$40,890Mileage not verified

Market: $41,767 – $48,228

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 46 days listed (based on current market benchmarks)

Cheboygan, MI

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

Cheboygan, MI

Unscored
$42,598Mileage not verified

Comparison: 5 similar vehicles

Cheboygan, MI

2026 Ford Bronco 2-Door Base

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

2026 Ford Bronco 2-Door Base

Cheboygan, MI

Fair PriceModerate · 36
$43,286Mileage not verified

Market: $40,196 – $50,904

Comparison: 36 similar vehicles

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

Cheboygan, MI

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

Cheboygan, MI

UnscoredInsufficient · 0
$43,79454,974 mi

Cheboygan, MI

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Cheboygan, MI

Fair PriceLimited · 12
$44,235Mileage not verified

Market: $40,890 – $48,228

Comparison: 12 similar vehicles

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

Cheboygan, MI

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Cheboygan, MI

Fair PriceLimited · 12
$44,500Mileage not verified

Market: $40,890 – $48,228

Comparison: 12 similar vehicles

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

Cheboygan, MI

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Cheboygan, MI

Fair PriceLimited · 12
$44,840Mileage not verified

Market: $40,890 – $48,228

Comparison: 12 similar vehicles

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

Cheboygan, MI

2025 Ford Explorer Platinum

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

2025 Ford Explorer Platinum

Cheboygan, MI

UnscoredInsufficient · 0
$45,03012,868 mi

Cheboygan, MI

2021 Ford F-350 Super Duty Lariat

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

2021 Ford F-350 Super Duty Lariat

Cheboygan, MI

Unscored
$47,030120,565 mi

Comparison: 6 similar vehicles

Cheboygan, MI

2024 Ford Bronco 4-Door Wildtrak

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

2024 Ford Bronco 4-Door Wildtrak

Cheboygan, MI

UnscoredInsufficient · 0
$48,22133,296 mi

Cheboygan, MI

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

Cheboygan, MI

Unscored
$48,272Mileage not verified

Comparison: 6 similar vehicles

Cheboygan, MI

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

Cheboygan, MI

Unscored
$48,602Mileage not verified

Comparison: 6 similar vehicles

Cheboygan, MI

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

Cheboygan, MI

UnscoredInsufficient · 0
$48,78041,557 mi

Cheboygan, MI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Cheboygan, MI

Fair PriceLimited · 12
$48,865Mileage not verified

Market: $45,888 – $49,080

Comparison: 12 similar vehicles

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

Cheboygan, MI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Cheboygan, MI

OverpricedLimited · 12
$49,080Mileage not verified

Market: $45,888 – $48,865

Comparison: 12 similar vehicles

Cheboygan, MI

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

Cheboygan, MI

OverpricedRobust · 82
$49,16025,874 mi

Market: $21,381 – $48,995

Comparison: 82 similar vehicles

Cheboygan, MI

2026 Ford Ranger Lariat

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

2026 Ford Ranger Lariat

Cheboygan, MI

Fair PriceRobust · 67
$49,885Mileage not verified

Market: $45,867 – $56,022

Comparison: 67 similar vehicles

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

Cheboygan, MI

2026 Ford Bronco 4-Door Outer Banks

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

2026 Ford Bronco 4-Door Outer Banks

Cheboygan, MI

Fair PriceRobust · 285
$51,700Mileage not verified

Market: $46,674 – $70,324

Comparison: 285 similar vehicles

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

Cheboygan, MI

2027 Ford F-350 Super Duty XL

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

2027 Ford F-350 Super Duty XL

Cheboygan, MI

Fair PriceRobust · 86
$52,074Mileage not verified

Market: $51,919 – $81,010

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Cheboygan, MI

2026 Ford Explorer Platinum

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

2026 Ford Explorer Platinum

Cheboygan, MI

Fair PriceRobust · 79
$53,086236 mi

Market: $47,755 – $64,009

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Cheboygan, MI

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

Cheboygan, MI

Fair PriceRobust · 660
$53,720Mileage not verified

Market: $43,972 – $56,635

Comparison: 660 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Cheboygan, MI

2024 Ford Expedition Limited

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

2024 Ford Expedition Limited

Cheboygan, MI

Unscored
$54,78021,704 mi

Comparison: 6 similar vehicles

Cheboygan, MI

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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