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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

106 listings found

2015 RAM 2500 Pickup Tradesman

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

2015 RAM 2500 Pickup Tradesman

Goodland, KS

UnscoredLimited · 19
$7,990172,795 mi

Comparison: 19 similar vehicles

Goodland, KS

2007 Chevrolet Silverado 1500 1LT

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

2007 Chevrolet Silverado 1500 1LT

Oakley, KS

UnscoredInsufficient · 0
$8,400237,115 mi

Oakley, KS

2016 RAM 1500 Pickup Tradesman

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

2016 RAM 1500 Pickup Tradesman

Oakley, KS

UnscoredLimited · 5
$8,999185,170 mi

Comparison: 5 similar vehicles

Oakley, KS

2013 RAM 2500 Pickup Tradesman

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

2013 RAM 2500 Pickup Tradesman

Oakley, KS

UnscoredInsufficient · 0
$10,500118,000 mi

Oakley, KS

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Goodland, KS

Fair PriceLimited · 16
$12,490103,601 mi

Market: $12,500 – $24,595

Comparison: 16 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 14 days listed (based on current market benchmarks)

Goodland, KS

2021 RAM 1500 Classic SSV

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

2021 RAM 1500 Classic SSV

Colby, KS

UnscoredInsufficient · 0
$13,850163,129 mi

Colby, KS

2016 Ford F-350 Super Duty XL

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

2016 Ford F-350 Super Duty XL

Colby, KS

UnscoredInsufficient · 0
$15,850147,462 mi

Colby, KS

2015 Ford F-350 Super Duty XL

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

2015 Ford F-350 Super Duty XL

Colby, KS

UnscoredInsufficient · 4
$16,500149,053 mi

Comparison: 4 similar vehicles

Colby, KS

2014 Toyota Tundra Limited

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

2014 Toyota Tundra Limited

Oakley, KS

UnscoredLimited · 9
$17,500162,965 mi

Comparison: 9 similar vehicles

Oakley, KS

2017 GMC Sierra 3500 Chassis Cab Base

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

2017 GMC Sierra 3500 Chassis Cab Base

Oakley, KS

UnscoredInsufficient · 0
$20,500161,100 mi

Oakley, KS

2018 Chevrolet Silverado 1500 LTZ

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

2018 Chevrolet Silverado 1500 LTZ

Colby, KS

UnscoredLimited · 14
$22,850141,610 mi

Comparison: 14 similar vehicles

Colby, KS

2017 Ford F-150 Platinum

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

2017 Ford F-150 Platinum

Colby, KS

UnscoredLimited · 9
$24,850122,804 mi

Comparison: 9 similar vehicles

Colby, KS

2020 Chevrolet Silverado 1500 LTZ

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

2020 Chevrolet Silverado 1500 LTZ

Goodland, KS

Fair PriceModerate · 35
$24,990118,890 mi

Market: $20,150 – $38,294

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 440 days listed (based on current market benchmarks)

Goodland, KS

2018 Chevrolet Colorado LT

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

2018 Chevrolet Colorado LT

Colby, KS

UnscoredInsufficient · 0
$25,16852,740 mi

Colby, KS

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

Colby, KS

Fair PriceRobust · 146
$25,85093,582 mi

Market: $10,000 – $88,866

Comparison: 146 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Colby, KS

2019 GMC Canyon SLT

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

2019 GMC Canyon SLT

Colby, KS

UnscoredInsufficient · 0
$26,85079,254 mi

Colby, KS

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

Colby, KS

Fair PriceRobust · 78
$27,85084,573 mi

Market: $15,750 – $31,136

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 261 days listed (based on current market benchmarks)

Colby, KS

2019 Ford F-150 Platinum

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

2019 Ford F-150 Platinum

Colby, KS

Fair PriceLimited · 14
$27,850111,207 mi

Market: $27,488 – $38,199

Comparison: 14 similar vehicles

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

Colby, KS

2017 GMC Sierra 1500 SLT

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

2017 GMC Sierra 1500 SLT

Colby, KS

OverpricedLimited · 16
$28,28273,946 mi

Market: $14,999 – $26,776

Comparison: 16 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Colby, KS

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

Colby, KS

Fair PriceModerate · 45
$28,85093,678 mi

Market: $22,424 – $88,866

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 174 days listed (based on current market benchmarks)

Colby, KS

2022 Chevrolet Colorado Z71

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

2022 Chevrolet Colorado Z71

Colby, KS

UnscoredInsufficient · 3
$28,90076,009 mi

Comparison: 3 similar vehicles

Colby, KS

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

Goodland, KS

Fair PriceRobust · 69
$28,990115,003 mi

Market: $26,463 – $37,281

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Goodland, KS

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

Goodland, KS

Fair PriceRobust · 134
$29,99069,789 mi

Market: $19,900 – $88,866

Comparison: 134 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Goodland, KS

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

Goodland, KS

Fair PriceLimited · 19
$33,49036,525 mi

Market: $28,900 – $40,900

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Goodland, KS

2014 Chevrolet Silverado 2500HD LTZ

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

2014 Chevrolet Silverado 2500HD LTZ

Goodland, KS

UnscoredInsufficient · 0
$33,99070,573 mi

Goodland, KS

2024 Ford F-350 Super Duty Chassis Cab XL

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

2024 Ford F-350 Super Duty Chassis Cab XL

Colby, KS

UnscoredInsufficient · 0
$34,85035,945 mi

Colby, KS

2023 Nissan Frontier PRO-4X

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

2023 Nissan Frontier PRO-4X

Colby, KS

UnscoredInsufficient · 0
$34,90042,346 mi

Colby, KS

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

Oakley, KS

Fair PriceLimited · 13
$35,00059,198 mi

Market: $33,599 – $38,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 210 days listed (based on current market benchmarks)

Oakley, KS

2015 RAM 2500 Pickup Laramie

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

2015 RAM 2500 Pickup Laramie

Oakley, KS

UnscoredInsufficient · 0
$35,000229,009 mi

Oakley, KS

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

Goodland, KS

Fair PriceRobust · 74
$35,49041,628 mi

Market: $33,397 – $88,866

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 611 days listed (based on current market benchmarks)

Goodland, KS

2023 Chevrolet Silverado 2500HD Work Truck

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

2023 Chevrolet Silverado 2500HD Work Truck

Colby, KS

UnscoredInsufficient · 0
$35,90032,352 mi

Colby, KS

2025 Ford Maverick XLT

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

2025 Ford Maverick XLT

Goodland, KS

UnscoredInsufficient · 0
$36,435Mileage not verified

Goodland, KS

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

Colby, KS

Fair PriceRobust · 82
$36,85077,641 mi

Market: $19,200 – $88,866

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Colby, KS

2025 Ford Maverick XLT

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

2025 Ford Maverick XLT

Goodland, KS

UnscoredInsufficient · 0
$36,930Mileage not verified

Goodland, KS

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

Colby, KS

UnscoredLimited · 7
$37,23657,426 mi

Comparison: 7 similar vehicles

Colby, KS

2023 RAM 1500 Pickup Laramie

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

2023 RAM 1500 Pickup Laramie

Colby, KS

UnscoredLimited · 8
$38,98671,764 mi

Comparison: 8 similar vehicles

Colby, KS

2024 Chevrolet Silverado 1500 LT

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

2024 Chevrolet Silverado 1500 LT

Goodland, KS

UnscoredInsufficient · 0
$39,4908,636 mi

Goodland, KS

2020 RAM 5500 Chassis Cab Tradesman

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

2020 RAM 5500 Chassis Cab Tradesman

Colby, KS

UnscoredInsufficient · 0
$40,282115,574 mi

Colby, KS

2023 RAM 1500 Pickup Laramie

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

2023 RAM 1500 Pickup Laramie

Colby, KS

Fair PriceModerate · 22
$41,82250,840 mi

Market: $37,125 – $45,942

Comparison: 22 similar vehicles

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

Colby, KS

2024 Chevrolet Silverado 1500 LTZ

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

2024 Chevrolet Silverado 1500 LTZ

Goodland, KS

Fair PriceModerate · 39
$41,99076,144 mi

Market: $33,949 – $45,398

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Goodland, KS

2025 RAM 1500 Pickup Laramie

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

2025 RAM 1500 Pickup Laramie

Goodland, KS

Fair PriceModerate · 23
$42,49038,715 mi

Market: $35,700 – $46,200

Comparison: 23 similar vehicles

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

Goodland, KS

2024 GMC Sierra 1500 Pro

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

2024 GMC Sierra 1500 Pro

Oakley, KS

UnscoredInsufficient · 0
$42,500Mileage not verified

Oakley, KS

2023 GMC Sierra 1500 SLT

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

2023 GMC Sierra 1500 SLT

Goodland, KS

Fair PriceRobust · 59
$42,99061,710 mi

Market: $34,798 – $47,662

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 411 days listed (based on current market benchmarks)

Goodland, KS

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Colby, KS

UnscoredInsufficient · 3
$43,035Mileage not verified

Comparison: 3 similar vehicles

Colby, KS

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Colby, KS

UnscoredInsufficient · 3
$43,430Mileage not verified

Comparison: 3 similar vehicles

Colby, KS

2025 Chevrolet Silverado 1500 Custom

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

2025 Chevrolet Silverado 1500 Custom

Goodland, KS

UnscoredLimited · 6
$43,89017,619 mi

Comparison: 6 similar vehicles

Goodland, KS

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Colby, KS

UnscoredInsufficient · 3
$43,950Mileage not verified

Comparison: 3 similar vehicles

Colby, KS

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Colby, KS

UnscoredInsufficient · 3
$44,365Mileage not verified

Comparison: 3 similar vehicles

Colby, KS

2025 Ford F-150 XLT

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

2025 Ford F-150 XLT

Goodland, KS

Fair PriceLimited · 11
$44,49012,849 mi

Market: $42,571 – $51,950

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Goodland, KS

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

Colby, KS

Fair PriceModerate · 32
$44,85035,991 mi

Market: $34,456 – $47,946

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Colby, KS

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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