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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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

182 listings found

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Sault Ste. Marie, MI

UnscoredLimited · 17
$9,495218,802 mi

Comparison: 17 similar vehicles

Sault Ste. Marie, MI

2016 Chevrolet Silverado 1500 LT Z71

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

2016 Chevrolet Silverado 1500 LT Z71

St. Ignace, MI

UnscoredLimited · 9
$11,997190,901 mi

Comparison: 9 similar vehicles

St. Ignace, MI

2014 Ford F-250 Super Duty XL

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

2014 Ford F-250 Super Duty XL

St. Ignace, MI

UnscoredLimited · 10
$12,995174,940 mi

Comparison: 10 similar vehicles

St. Ignace, MI

2012 RAM 1500 Pickup Big Horn/Lone Star

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

2012 RAM 1500 Pickup Big Horn/Lone Star

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$15,999144,920 mi

Sault Ste. Marie, MI

2023 Hyundai Santa Cruz SEL

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

2023 Hyundai Santa Cruz SEL

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$18,180111,891 mi

Sault Ste. Marie, MI

2017 Chevrolet Silverado 1500 2LZ

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

2017 Chevrolet Silverado 1500 2LZ

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$19,999128,250 mi

Sault Ste. Marie, MI

2020 Ford Ranger XLT

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

2020 Ford Ranger XLT

St. Ignace, MI

UnscoredInsufficient · 0
$23,42675,625 mi

St. Ignace, MI

2019 Ford F-450 Super Duty Chassis Cab XL

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

2019 Ford F-450 Super Duty Chassis Cab XL

Hessel, MI

UnscoredInsufficient · 0
$23,900143,405 mi

Hessel, MI

2015 Toyota Tundra SR

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

2015 Toyota Tundra SR

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$24,99989,269 mi

Sault Ste. Marie, MI

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Sault Ste. Marie, MI

OverpricedRobust · 61
$25,17577,955 mi

Market: $13,922 – $24,995

Comparison: 61 similar vehicles

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

Sault Ste. Marie, 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

Sault Ste. Marie, MI

Fair PriceRobust · 55
$26,96883,265 mi

Market: $14,638 – $35,998

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Sault Ste. Marie, MI

2023 Ford Maverick XLT

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

2023 Ford Maverick XLT

Sault Ste. Marie, MI

UnscoredInsufficient · 3
$28,78024,916 mi

Comparison: 3 similar vehicles

Sault Ste. Marie, MI

2018 GMC Sierra 2500HD SLE

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

2018 GMC Sierra 2500HD SLE

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$28,895109,752 mi

Sault Ste. Marie, MI

2020 Ford Ranger Lariat

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

2020 Ford Ranger Lariat

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$28,94544,598 mi

Sault Ste. Marie, MI

2019 Chevrolet Silverado 1500 LD LT Z71

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

2019 Chevrolet Silverado 1500 LD LT Z71

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$28,98041,237 mi

Sault Ste. Marie, MI

2021 Chevrolet Silverado 1500 LT

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

2021 Chevrolet Silverado 1500 LT

Sault Ste. Marie, MI

Fair PriceModerate · 20
$29,42595,811 mi

Market: $20,066 – $33,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Sault Ste. Marie, MI

2023 Hyundai Santa Cruz Night

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

2023 Hyundai Santa Cruz Night

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$29,72518,618 mi

Sault Ste. Marie, MI

2023 Jeep Gladiator Sport S

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

2023 Jeep Gladiator Sport S

Sault Ste. Marie, MI

Fair PriceLimited · 11
$29,99966,735 mi

Market: $28,307 – $35,999

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 266 days listed (based on current market benchmarks)

Sault Ste. Marie, MI

2025 Ford Maverick XLT

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

2025 Ford Maverick XLT

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$31,1803,659 mi

Sault Ste. Marie, MI

2022 Chevrolet Silverado 1500 LT

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

2022 Chevrolet Silverado 1500 LT

Sault Ste. Marie, MI

UnscoredLimited · 7
$31,39040,387 mi

Comparison: 7 similar vehicles

Sault Ste. Marie, MI

2020 Chevrolet Colorado Z71

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

2020 Chevrolet Colorado Z71

St. Ignace, MI

UnscoredInsufficient · 0
$31,46740,320 mi

St. Ignace, MI

2021 Toyota Tacoma SR

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

2021 Toyota Tacoma SR

Sault Ste. Marie, MI

UnscoredInsufficient · 4
$31,75063,312 mi

Comparison: 4 similar vehicles

Sault Ste. Marie, MI

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Sault Ste. Marie, MI

UnscoredLimited · 6
$33,700Mileage not verified

Comparison: 6 similar vehicles

Sault Ste. Marie, MI

2021 Ford F-150 Lariat

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

2021 Ford F-150 Lariat

St. Ignace, MI

Fair PriceLimited · 14
$33,77691,324 mi

Market: $23,900 – $38,488

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

St. Ignace, MI

2022 GMC Sierra 1500 Limited AT4

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

2022 GMC Sierra 1500 Limited AT4

Sault Ste. Marie, MI

Fair PriceLimited · 12
$33,843105,900 mi

Market: $23,670 – $41,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Sault Ste. Marie, MI

2019 RAM 1500 Pickup Rebel

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

2019 RAM 1500 Pickup Rebel

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$33,84596,866 mi

Sault Ste. Marie, MI

2022 Chevrolet Silverado 1500 RST

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

2022 Chevrolet Silverado 1500 RST

Sault Ste. Marie, MI

UnscoredLimited · 5
$34,56082,507 mi

Comparison: 5 similar vehicles

Sault Ste. Marie, MI

2023 RAM 1500 Pickup Big Horn/Lone Star

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

2023 RAM 1500 Pickup Big Horn/Lone Star

Pickford, MI

OverpricedModerate · 21
$34,77560,640 mi

Market: $25,810 – $34,685

Comparison: 21 similar vehicles

Pickford, MI

2023 Jeep Gladiator Rubicon

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

2023 Jeep Gladiator Rubicon

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$34,87450,667 mi

Sault Ste. Marie, MI

2019 Ford F-250 Super Duty XL

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

2019 Ford F-250 Super Duty XL

Hessel, MI

Fair PriceLimited · 13
$34,900119,622 mi

Market: $15,950 – $42,759

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Hessel, MI

2023 Ford Ranger XLT

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

2023 Ford Ranger XLT

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$34,99515,414 mi

Sault Ste. Marie, MI

2023 RAM 1500 Pickup Big Horn/Lone Star

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

2023 RAM 1500 Pickup Big Horn/Lone Star

Pickford, MI

UnscoredLimited · 9
$35,17539,269 mi

Comparison: 9 similar vehicles

Pickford, MI

2022 RAM 1500 Pickup Big Horn/Lone Star

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

2022 RAM 1500 Pickup Big Horn/Lone Star

Pickford, MI

Fair PriceModerate · 28
$35,17536,828 mi

Market: $29,795 – $47,980

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Pickford, MI

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Sault Ste. Marie, MI

Fair PriceModerate · 34
$35,445Mileage not verified

Market: $34,468 – $41,686

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Sault Ste. Marie, MI

2022 RAM 1500 Pickup Big Horn/Lone Star

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

2022 RAM 1500 Pickup Big Horn/Lone Star

Pickford, MI

Fair PriceRobust · 54
$37,27062,914 mi

Market: $24,984 – $40,589

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 400 days listed (based on current market benchmarks)

Pickford, MI

2024 Ford Ranger XLT

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

2024 Ford Ranger XLT

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$37,47537,044 mi

Sault Ste. Marie, MI

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Sault Ste. Marie, MI

Fair PriceModerate · 34
$37,845Mileage not verified

Market: $34,468 – $41,686

Comparison: 34 similar vehicles

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

Sault Ste. Marie, MI

2025 Ford Maverick Tremor

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

2025 Ford Maverick Tremor

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$37,93217,308 mi

Sault Ste. Marie, 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

Sault Ste. Marie, MI

Fair PriceModerate · 42
$37,98580,131 mi

Market: $21,876 – $39,998

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Sault Ste. Marie, MI

2024 Chevrolet Silverado 1500 Custom

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

2024 Chevrolet Silverado 1500 Custom

Sault Ste. Marie, MI

Fair PriceLimited · 11
$37,98825,407 mi

Market: $33,577 – $42,066

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 167 days listed (based on current market benchmarks)

Sault Ste. Marie, MI

2023 RAM 1500 Pickup Big Horn/Lone Star

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

2023 RAM 1500 Pickup Big Horn/Lone Star

Sault Ste. Marie, MI

Fair PriceLimited · 14
$37,99024,544 mi

Market: $33,329 – $43,999

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Sault Ste. Marie, MI

2021 Ford F-150 Lariat

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

2021 Ford F-150 Lariat

Sault Ste. Marie, MI

UnscoredLimited · 5
$37,99596,904 mi

Comparison: 5 similar vehicles

Sault Ste. Marie, MI

2023 RAM 1500 Pickup Big Horn/Lone Star

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

2023 RAM 1500 Pickup Big Horn/Lone Star

Pickford, MI

Fair PriceLimited · 13
$38,17546,172 mi

Market: $32,086 – $58,210

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 235 days listed (based on current market benchmarks)

Pickford, MI

2027 Hyundai Santa Cruz SEL Activity

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

2027 Hyundai Santa Cruz SEL Activity

Sault Ste. Marie, MI

UnscoredLimited · 5
$38,497Mileage not verified

Comparison: 5 similar vehicles

Sault Ste. Marie, 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

Sault Ste. Marie, MI

UnscoredInsufficient · 3
$38,97550,796 mi

Comparison: 3 similar vehicles

Sault Ste. Marie, MI

2027 Hyundai Santa Cruz SEL Activity

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

2027 Hyundai Santa Cruz SEL Activity

Sault Ste. Marie, MI

UnscoredLimited · 5
$39,165Mileage not verified

Comparison: 5 similar vehicles

Sault Ste. Marie, MI

2023 Chevrolet Silverado 1500 Custom

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

2023 Chevrolet Silverado 1500 Custom

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$39,6519,150 mi

Sault Ste. Marie, MI

2022 Ford F-150 Platinum

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

2022 Ford F-150 Platinum

Sault Ste. Marie, MI

UnscoredInsufficient · 3
$39,65667,978 mi

Comparison: 3 similar vehicles

Sault Ste. Marie, MI

2022 GMC Sierra 1500 SLT

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

2022 GMC Sierra 1500 SLT

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$39,87846,548 mi

Sault Ste. Marie, 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

Sault Ste. Marie, MI

UnscoredInsufficient · 0
$39,89530,829 mi

Sault Ste. Marie, 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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