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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

69 listings found

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Wishek, ND

UnscoredModerate · 31
$10,298164,660 mi

Comparison: 31 similar vehicles

Wishek, ND

2015 RAM 1500 Pickup Big Horn/Lone Star

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

2015 RAM 1500 Pickup Big Horn/Lone Star

Strasburg, ND

UnscoredLimited · 6
$12,400123,902 mi

Comparison: 6 similar vehicles

Strasburg, ND

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Wishek, ND

UnscoredInsufficient · 4
$14,294132,770 mi

Comparison: 4 similar vehicles

Wishek, ND

2012 RAM 2500 Pickup ST

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

2012 RAM 2500 Pickup ST

Strasburg, ND

UnscoredInsufficient · 0
$14,750188,297 mi

Strasburg, ND

2016 Chevrolet Colorado LT

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

2016 Chevrolet Colorado LT

Strasburg, ND

UnscoredInsufficient · 0
$15,250111,233 mi

Strasburg, ND

2018 Chevrolet Colorado Z71

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

2018 Chevrolet Colorado Z71

Strasburg, ND

UnscoredInsufficient · 0
$15,500112,052 mi

Strasburg, ND

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

Wishek, ND

UnscoredModerate · 38
$15,794150,819 mi

Comparison: 38 similar vehicles

Wishek, ND

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

Strasburg, ND

Fair PriceModerate · 35
$15,950103,707 mi

Market: $10,389 – $31,995

Comparison: 35 similar vehicles

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

Strasburg, ND

2016 RAM 2500 Pickup Tradesman

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

2016 RAM 2500 Pickup Tradesman

Strasburg, ND

UnscoredLimited · 9
$16,24998,877 mi

Comparison: 9 similar vehicles

Strasburg, ND

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

Strasburg, ND

Fair PriceRobust · 93
$17,650115,805 mi

Market: $12,693 – $29,145

Comparison: 93 similar vehicles

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

Strasburg, ND

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

Strasburg, ND

UnscoredInsufficient · 3
$18,350117,149 mi

Comparison: 3 similar vehicles

Strasburg, ND

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

Strasburg, ND

UnscoredRobust · 54
$19,250137,744 mi

Comparison: 54 similar vehicles

Strasburg, ND

2019 Chevrolet Colorado ZR2

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

2019 Chevrolet Colorado ZR2

Strasburg, ND

UnscoredInsufficient · 3
$19,50072,695 mi

Comparison: 3 similar vehicles

Strasburg, ND

2022 Ford Ranger Lariat

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

2022 Ford Ranger Lariat

Strasburg, ND

UnscoredInsufficient · 3
$20,45091,495 mi

Comparison: 3 similar vehicles

Strasburg, ND

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

Strasburg, ND

UnscoredInsufficient · 3
$20,45042,554 mi

Comparison: 3 similar vehicles

Strasburg, ND

2007 GMC Sierra Classic 3500 SLT

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

2007 GMC Sierra Classic 3500 SLT

Strasburg, ND

UnscoredInsufficient · 0
$20,750128,491 mi

Strasburg, ND

2012 RAM 3500 Chassis Cab ST

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

2012 RAM 3500 Chassis Cab ST

Strasburg, ND

UnscoredInsufficient · 3
$23,70094,236 mi

Comparison: 3 similar vehicles

Strasburg, ND

2021 Ford F-350 Super Duty Chassis Cab XL

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

2021 Ford F-350 Super Duty Chassis Cab XL

Strasburg, ND

UnscoredInsufficient · 0
$23,75096,623 mi

Strasburg, ND

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

Strasburg, ND

Fair PriceRobust · 65
$23,75072,816 mi

Market: $18,209 – $32,995

Comparison: 65 similar vehicles

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

Strasburg, ND

2021 GMC Sierra 1500 Elevation

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

2021 GMC Sierra 1500 Elevation

Strasburg, ND

Great DealLimited · 10
$24,75087,076 mi

Market: $28,899 – $32,695

Comparison: 10 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 54 days listed (based on current market benchmarks)

Strasburg, ND

2024 Chevrolet Colorado LT

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

2024 Chevrolet Colorado LT

Strasburg, ND

UnscoredInsufficient · 4
$26,75029,279 mi

Comparison: 4 similar vehicles

Strasburg, ND

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

Strasburg, ND

UnscoredLimited · 9
$28,250116,523 mi

Comparison: 9 similar vehicles

Strasburg, ND

2021 Toyota Tacoma TRD Sport

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

2021 Toyota Tacoma TRD Sport

Strasburg, ND

UnscoredInsufficient · 0
$29,50053,431 mi

Strasburg, ND

2020 Toyota Tacoma TRD Sport

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

2020 Toyota Tacoma TRD Sport

Strasburg, ND

UnscoredInsufficient · 0
$29,99553,106 mi

Strasburg, ND

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

Wishek, ND

Salvage title
$30,29464,019 mi

Wishek, ND

2023 Toyota Tacoma TRD Off Road

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

2023 Toyota Tacoma TRD Off Road

Strasburg, ND

UnscoredInsufficient · 0
$32,90020,918 mi

Strasburg, ND

2020 Chevrolet Silverado 2500HD LT

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

2020 Chevrolet Silverado 2500HD LT

Strasburg, ND

Great DealLimited · 13
$32,99577,500 mi

Market: $38,798 – $41,899

Comparison: 13 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 12 days listed (based on current market benchmarks)

Strasburg, ND

2023 Chevrolet Silverado 1500 LTZ

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

2023 Chevrolet Silverado 1500 LTZ

Wishek, ND

Fair PriceModerate · 35
$33,294112,188 mi

Market: $31,995 – $41,345

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Wishek, ND

2021 Toyota Tundra SR5

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

2021 Toyota Tundra SR5

Strasburg, ND

UnscoredInsufficient · 0
$34,90019,677 mi

Strasburg, ND

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

Wishek, ND

Fair PriceLimited · 19
$35,29473,979 mi

Market: $30,386 – $36,609

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 188 days listed (based on current market benchmarks)

Wishek, ND

2016 Chevrolet Silverado 2500HD LTZ

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

2016 Chevrolet Silverado 2500HD LTZ

Strasburg, ND

UnscoredInsufficient · 0
$35,99599,491 mi

Strasburg, ND

2021 Ford F-250 Super Duty XLT

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

2021 Ford F-250 Super Duty XLT

Wishek, ND

UnscoredLimited · 5
$36,29487,209 mi

Comparison: 5 similar vehicles

Wishek, ND

2019 Chevrolet Silverado 1500 High Country

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

2019 Chevrolet Silverado 1500 High Country

Wishek, ND

Fair PriceModerate · 40
$36,29468,945 mi

Market: $26,102 – $37,620

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 604 days listed (based on current market benchmarks)

Wishek, ND

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Wishek, ND

Fair PriceRobust · 154
$37,299Mileage not verified

Market: $30,429 – $40,045

Comparison: 154 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Wishek, ND

2022 Chevrolet Silverado 1500 High Country

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

2022 Chevrolet Silverado 1500 High Country

Wishek, ND

UnscoredInsufficient · 0
$40,29455,759 mi

Wishek, ND

2023 Chevrolet Silverado 1500 LT

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

2023 Chevrolet Silverado 1500 LT

Wishek, ND

Fair PriceLimited · 12
$41,29433,532 mi

Market: $35,149 – $42,791

Comparison: 12 similar vehicles

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

Wishek, ND

2021 RAM 2500 Pickup Big Horn

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

2021 RAM 2500 Pickup Big Horn

Wishek, ND

UnscoredInsufficient · 4
$43,29467,102 mi

Comparison: 4 similar vehicles

Wishek, ND

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

Wishek, ND

UnscoredInsufficient · 4
$45,29445,725 mi

Comparison: 4 similar vehicles

Wishek, ND

2022 Chevrolet Silverado 1500 ZR2

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

2022 Chevrolet Silverado 1500 ZR2

Wishek, ND

UnscoredInsufficient · 0
$48,29455,972 mi

Wishek, ND

2022 Ford F-150 King Ranch

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

2022 Ford F-150 King Ranch

Wishek, ND

UnscoredInsufficient · 0
$49,29439,873 mi

Wishek, ND

2019 Ford F-150 Raptor

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

2019 Ford F-150 Raptor

Wishek, ND

UnscoredInsufficient · 0
$54,29415,165 mi

Wishek, ND

2026 Chevrolet Silverado 1500 LT Trail Boss

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

2026 Chevrolet Silverado 1500 LT Trail Boss

Wishek, ND

Fair PriceRobust · 193
$59,874Mileage not verified

Market: $53,101 – $72,245

Comparison: 193 similar vehicles

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

Wishek, ND

2026 Chevrolet Silverado 1500 RST

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

2026 Chevrolet Silverado 1500 RST

Wishek, ND

Fair PriceRobust · 419
$59,954Mileage not verified

Market: $45,305 – $86,301

Comparison: 419 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Wishek, ND

2026 Chevrolet Silverado 1500 RST

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

2026 Chevrolet Silverado 1500 RST

Wishek, ND

Fair PriceRobust · 419
$60,804Mileage not verified

Market: $45,305 – $86,301

Comparison: 419 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Wishek, ND

2026 Ford Ranger Raptor

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

2026 Ford Ranger Raptor

Wishek, ND

Fair PriceModerate · 28
$60,990Mileage not verified

Market: $58,790 – $67,559

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Wishek, ND

2024 Chevrolet Silverado 1500 High Country

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

2024 Chevrolet Silverado 1500 High Country

Wishek, ND

UnscoredInsufficient · 0
$63,2947,015 mi

Wishek, ND

2026 Chevrolet Silverado 1500 RST

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

2026 Chevrolet Silverado 1500 RST

Wishek, ND

Fair PriceRobust · 419
$63,649Mileage not verified

Market: $45,305 – $86,301

Comparison: 419 similar vehicles

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

Wishek, ND

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

Wishek, ND

Fair PriceRobust · 1066
$63,745Mileage not verified

Market: $46,799 – $95,987

Comparison: 1066 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Wishek, ND

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

Wishek, ND

Fair PriceRobust · 1066
$64,610Mileage not verified

Market: $46,799 – $95,987

Comparison: 1066 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Wishek, ND

2024 Chevrolet Silverado 3500HD High Country

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

2024 Chevrolet Silverado 3500HD High Country

Wishek, ND

OverpricedLimited · 11
$65,29469,148 mi

Market: $52,900 – $62,854

Comparison: 11 similar vehicles

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

Wishek, ND

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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