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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 22, 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

128 listings found

2004 Ford F-350 Super Duty XLT

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

2004 Ford F-350 Super Duty XLT

Mobridge, SD

UnscoredInsufficient · 0
$9,125171,266 mi

Mobridge, SD

2013 Ford F-150 Platinum

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

2013 Ford F-150 Platinum

Bowdle, SD

UnscoredLimited · 6
$14,125183,576 mi

Comparison: 6 similar vehicles

Bowdle, SD

2008 Chevrolet Silverado 2500HD 1LT

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

2008 Chevrolet Silverado 2500HD 1LT

Mobridge, SD

UnscoredInsufficient · 0
$19,125157,841 mi

Mobridge, SD

2016 RAM 1500 Sport

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

2016 RAM 1500 Sport

Mobridge, SD

OverpricedLimited · 10
$22,00091,393 mi

Market: $13,550 – $19,158

Comparison: 10 similar vehicles

Priced ~15% above the typical market range for similar vehicles (based on current market benchmarks)

Mobridge, SD

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

Bowdle, SD

UnscoredRobust · 84
$23,125123,456 mi

Comparison: 84 similar vehicles

Bowdle, SD

2012 Ford F-250 Super Duty XLT

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

2012 Ford F-250 Super Duty XLT

Bowdle, SD

UnscoredInsufficient · 4
$24,090151,145 mi

Comparison: 4 similar vehicles

Bowdle, SD

2018 GMC Sierra 1500 SLT

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

2018 GMC Sierra 1500 SLT

Bowdle, SD

UnscoredModerate · 37
$24,125133,244 mi

Comparison: 37 similar vehicles

Bowdle, SD

2015 Toyota Tundra SR5

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

2015 Toyota Tundra SR5

Mobridge, SD

UnscoredInsufficient · 0
$24,125134,156 mi

Mobridge, SD

2018 Ford F-150 King Ranch

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

2018 Ford F-150 King Ranch

Bowdle, SD

UnscoredInsufficient · 0
$24,900121,472 mi

Bowdle, SD

2017 GMC Sierra 1500 SLE

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

2017 GMC Sierra 1500 SLE

Bowdle, SD

UnscoredInsufficient · 3
$25,12596,850 mi

Comparison: 3 similar vehicles

Bowdle, SD

2008 Ford F-350 Super Duty XLT

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

2008 Ford F-350 Super Duty XLT

Mobridge, SD

UnscoredInsufficient · 0
$25,12580,859 mi

Mobridge, SD

2020 RAM 1500 Pickup Big Horn/Lone Star

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

2020 RAM 1500 Pickup Big Horn/Lone Star

Mobridge, SD

Fair PriceModerate · 21
$26,90097,397 mi

Market: $19,148 – $33,280

Comparison: 21 similar vehicles

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

Mobridge, SD

2018 Ford F-150 Lariat

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

2018 Ford F-150 Lariat

Mobridge, SD

Fair PriceModerate · 40
$27,125101,728 mi

Market: $19,950 – $32,995

Comparison: 40 similar vehicles

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

Mobridge, SD

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Bowdle, SD

Fair PriceModerate · 30
$28,06065,693 mi

Market: $15,130 – $28,592

Comparison: 30 similar vehicles

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

Bowdle, SD

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Mobridge, SD

Fair PriceModerate · 34
$28,50099,602 mi

Market: $21,900 – $33,245

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 270 days listed (based on current market benchmarks)

Mobridge, SD

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

Bowdle, SD

Fair PriceRobust · 50
$29,90093,706 mi

Market: $19,999 – $42,999

Comparison: 50 similar vehicles

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

Bowdle, SD

2021 RAM 1500 Classic Warlock

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

2021 RAM 1500 Classic Warlock

Mobridge, SD

UnscoredInsufficient · 0
$30,57524,712 mi

Mobridge, SD

2020 RAM 1500 Pickup Laramie

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

2020 RAM 1500 Pickup Laramie

Mobridge, SD

Fair PriceModerate · 32
$31,12586,248 mi

Market: $13,188 – $32,964

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 172 days listed (based on current market benchmarks)

Mobridge, SD

2021 Chevrolet Silverado 1500 LT Trail Boss

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

2021 Chevrolet Silverado 1500 LT Trail Boss

Bowdle, SD

Fair PriceLimited · 14
$31,90093,306 mi

Market: $30,386 – $36,609

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 173 days listed (based on current market benchmarks)

Bowdle, SD

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Mobridge, SD

UnscoredInsufficient · 0
$32,435116,257 mi

Mobridge, SD

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

Bowdle, SD

Fair PriceRobust · 57
$33,12584,998 mi

Market: $19,250 – $40,000

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Bowdle, SD

2024 RAM 3500 Pickup Tradesman

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

2024 RAM 3500 Pickup Tradesman

Bowdle, SD

UnscoredInsufficient · 0
$34,75074,430 mi

Bowdle, SD

2019 GMC Sierra 1500 SLT

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

2019 GMC Sierra 1500 SLT

Mobridge, SD

OverpricedLimited · 13
$35,12583,109 mi

Market: $25,600 – $32,186

Comparison: 13 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Mobridge, SD

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Mobridge, SD

Fair PriceRobust · 70
$36,040Mileage not verified

Market: $28,280 – $39,995

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Mobridge, SD

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Bowdle, SD

Fair PriceRobust · 123
$37,720Mileage not verified

Market: $30,429 – $39,995

Comparison: 123 similar vehicles

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

Bowdle, SD

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

Bowdle, SD

Fair PriceModerate · 32
$37,95059,275 mi

Market: $37,938 – $44,475

Comparison: 32 similar vehicles

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

Bowdle, SD

2025 Ford F-150 STX

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

2025 Ford F-150 STX

Bowdle, SD

UnscoredInsufficient · 0
$38,12557,827 mi

Bowdle, SD

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Bowdle, SD

UnscoredLimited · 6
$38,92551,254 mi

Comparison: 6 similar vehicles

Bowdle, SD

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

Bowdle, SD

Fair PriceModerate · 35
$40,90075,442 mi

Market: $34,228 – $51,900

Comparison: 35 similar vehicles

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

Bowdle, SD

2026 Ford Maverick Lariat

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

2026 Ford Maverick Lariat

Mobridge, SD

UnscoredInsufficient · 4
$42,135Mileage not verified

Comparison: 4 similar vehicles

Mobridge, SD

2021 Ford F-150 King Ranch

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

2021 Ford F-150 King Ranch

Mobridge, SD

UnscoredLimited · 7
$42,92560,974 mi

Comparison: 7 similar vehicles

Mobridge, SD

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

Bowdle, SD

UnscoredInsufficient · 3
$43,12583,815 mi

Comparison: 3 similar vehicles

Bowdle, SD

2021 GMC Sierra 1500 SLT

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

2021 GMC Sierra 1500 SLT

Mobridge, SD

UnscoredInsufficient · 0
$43,12540,616 mi

Mobridge, SD

2026 Ford Maverick Lariat

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

2026 Ford Maverick Lariat

Bowdle, SD

Fair PriceRobust · 82
$44,370Mileage not verified

Market: $37,309 – $44,615

Comparison: 82 similar vehicles

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

Bowdle, SD

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

Mobridge, SD

Fair PriceModerate · 22
$45,12527,854 mi

Market: $37,690 – $48,387

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Mobridge, SD

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

Mobridge, SD

UnscoredLimited · 5
$47,12547,208 mi

Comparison: 5 similar vehicles

Mobridge, SD

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

Mobridge, SD

UnscoredInsufficient · 0
$47,12535,533 mi

Mobridge, SD

2026 RAM 1500 Pickup Express

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

2026 RAM 1500 Pickup Express

Bowdle, SD

Fair PriceModerate · 48
$48,082Mileage not verified

Market: $40,708 – $55,825

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Bowdle, SD

2026 RAM 1500 Pickup Big Horn/Lone Star

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

2026 RAM 1500 Pickup Big Horn/Lone Star

Mobridge, SD

UnscoredInsufficient · 4
$49,196Mileage not verified

Comparison: 4 similar vehicles

Mobridge, SD

2026 RAM 1500 Pickup Big Horn/Lone Star

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

2026 RAM 1500 Pickup Big Horn/Lone Star

Mobridge, SD

UnscoredInsufficient · 4
$50,926Mileage not verified

Comparison: 4 similar vehicles

Mobridge, SD

2026 RAM 1500 Pickup Big Horn/Lone Star

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

2026 RAM 1500 Pickup Big Horn/Lone Star

Bowdle, SD

UnscoredInsufficient · 4
$51,152Mileage not verified

Comparison: 4 similar vehicles

Bowdle, SD

2026 RAM 1500 Pickup Big Horn/Lone Star

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

2026 RAM 1500 Pickup Big Horn/Lone Star

Bowdle, SD

UnscoredInsufficient · 4
$51,228Mileage not verified

Comparison: 4 similar vehicles

Bowdle, SD

2026 RAM 1500 Pickup Big Horn/Lone Star

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

2026 RAM 1500 Pickup Big Horn/Lone Star

Bowdle, SD

UnscoredInsufficient · 4
$52,488Mileage not verified

Comparison: 4 similar vehicles

Bowdle, SD

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Bowdle, SD

Great DealLimited · 14
$52,538Mileage not verified

Market: $56,630 – $64,720

Comparison: 14 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 82 days listed (based on current market benchmarks)

Bowdle, SD

2022 GMC Sierra 1500 AT4

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

2022 GMC Sierra 1500 AT4

Bowdle, SD

UnscoredInsufficient · 0
$53,12521,811 mi

Bowdle, SD

2026 RAM 2500 Pickup Tradesman

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

2026 RAM 2500 Pickup Tradesman

Mobridge, SD

UnscoredInsufficient · 0
$54,891Mileage not verified

Mobridge, SD

2024 Ford F-150 Platinum

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

2024 Ford F-150 Platinum

Mobridge, SD

UnscoredLimited · 6
$56,02530,222 mi

Comparison: 6 similar vehicles

Mobridge, SD

2026 RAM 1500 Pickup Laramie

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

2026 RAM 1500 Pickup Laramie

Bowdle, SD

Fair PriceRobust · 146
$56,188Mileage not verified

Market: $53,500 – $79,420

Comparison: 146 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 230 days listed (based on current market benchmarks)

Bowdle, SD

2026 Ford F-350 Super Duty XLT

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

2026 Ford F-350 Super Duty XLT

Mobridge, SD

Fair PriceModerate · 48
$56,259Mileage not verified

Market: $50,029 – $84,209

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Mobridge, SD

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Bowdle, SD

Fair PriceLimited · 14
$56,630Mileage not verified

Market: $52,538 – $64,720

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Bowdle, SD

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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