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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

132 listings found

2003 Ford F-150 XL

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

2003 Ford F-150 XL

Ogallala, NE

UnscoredInsufficient · 0
$4,261193,845 mi

Ogallala, NE

2006 Ford F-150 XL

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

2006 Ford F-150 XL

Ogallala, NE

UnscoredInsufficient · 0
$6,261163,426 mi

Ogallala, NE

2008 Ford F-350 Super Duty Chassis Cab XL

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

2008 Ford F-350 Super Duty Chassis Cab XL

Ogallala, NE

UnscoredInsufficient · 0
$7,999242,048 mi

Ogallala, NE

2016 Chevrolet Silverado 2500HD Work Truck

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

2016 Chevrolet Silverado 2500HD Work Truck

Ogallala, NE

UnscoredLimited · 6
$14,261104,113 mi

Comparison: 6 similar vehicles

Ogallala, NE

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Ogallala, NE

UnscoredRobust · 60
$14,261157,032 mi

Comparison: 60 similar vehicles

Ogallala, NE

2013 RAM 1500 Pickup Tradesman

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

2013 RAM 1500 Pickup Tradesman

Ogallala, NE

UnscoredLimited · 9
$15,26185,417 mi

Comparison: 9 similar vehicles

Ogallala, NE

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

Ogallala, NE

UnscoredModerate · 42
$17,900120,421 mi

Comparison: 42 similar vehicles

Ogallala, NE

2015 Chevrolet Silverado 1500 LTZ

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

2015 Chevrolet Silverado 1500 LTZ

Imperial, NE

UnscoredLimited · 10
$17,995160,754 mi

Comparison: 10 similar vehicles

Imperial, NE

2017 Chevrolet Colorado Z71

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

2017 Chevrolet Colorado Z71

Ogallala, NE

Fair PriceLimited · 18
$19,26191,602 mi

Market: $16,950 – $24,995

Comparison: 18 similar vehicles

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

Ogallala, NE

2021 RAM 1500 Pickup Big Horn/Lone Star

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

2021 RAM 1500 Pickup Big Horn/Lone Star

Ogallala, NE

UnscoredModerate · 26
$23,261142,008 mi

Comparison: 26 similar vehicles

Ogallala, NE

2020 RAM 1500 Classic Warlock

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

2020 RAM 1500 Classic Warlock

Imperial, NE

UnscoredLimited · 7
$24,99577,358 mi

Comparison: 7 similar vehicles

Imperial, NE

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

Ogallala, NE

UnscoredInsufficient · 0
$25,26675,334 mi

Ogallala, NE

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

Wray, CO

UnscoredLimited · 6
$25,87276,506 mi

Comparison: 6 similar vehicles

Wray, CO

2022 Chevrolet Silverado 1500 Custom

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

2022 Chevrolet Silverado 1500 Custom

Ogallala, NE

UnscoredLimited · 5
$25,995117,377 mi

Comparison: 5 similar vehicles

Ogallala, NE

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

Imperial, NE

Fair PriceRobust · 55
$25,995104,145 mi

Market: $16,900 – $31,244

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Imperial, NE

2020 Jeep Gladiator ALTITUDE

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

2020 Jeep Gladiator ALTITUDE

Ogallala, NE

UnscoredInsufficient · 0
$26,76655,913 mi

Ogallala, NE

2020 Jeep Gladiator Overland

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

2020 Jeep Gladiator Overland

Ogallala, NE

UnscoredLimited · 9
$27,16692,444 mi

Comparison: 9 similar vehicles

Ogallala, NE

2021 Chevrolet Silverado 1500 LTZ

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

2021 Chevrolet Silverado 1500 LTZ

Ogallala, NE

UnscoredModerate · 26
$28,995140,611 mi

Comparison: 26 similar vehicles

Ogallala, NE

2021 RAM 1500 Pickup Laramie

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

2021 RAM 1500 Pickup Laramie

Ogallala, NE

Fair PriceLimited · 12
$31,26687,750 mi

Market: $26,732 – $39,950

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Ogallala, NE

2022 Chevrolet Silverado 1500 Limited LT Trail Boss

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

2022 Chevrolet Silverado 1500 Limited LT Trail Boss

Ogallala, NE

Fair PriceLimited · 11
$34,99566,652 mi

Market: $34,198 – $44,950

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Ogallala, NE

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

Ogallala, NE

Fair PriceRobust · 84
$35,26165,899 mi

Market: $21,284 – $36,950

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Ogallala, NE

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

Ogallala, NE

UnscoredInsufficient · 0
$37,26136,041 mi

Ogallala, NE

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

Wray, CO

Fair PriceRobust · 105
$40,27231,665 mi

Market: $36,997 – $49,639

Comparison: 105 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Wray, CO

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

Wray, CO

Fair PriceRobust · 105
$40,87238,313 mi

Market: $36,997 – $49,639

Comparison: 105 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 183 days listed (based on current market benchmarks)

Wray, CO

2024 Chevrolet Colorado Trail Boss

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

2024 Chevrolet Colorado Trail Boss

Imperial, NE

UnscoredInsufficient · 0
$40,99511,005 mi

Imperial, NE

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Ogallala, NE

UnscoredInsufficient · 3
$41,241Mileage not verified

Comparison: 3 similar vehicles

Ogallala, NE

2023 Ford F-150 Tremor

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

2023 Ford F-150 Tremor

Ogallala, NE

Fair PriceModerate · 23
$41,26197,644 mi

Market: $37,000 – $47,054

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 153 days listed (based on current market benchmarks)

Ogallala, NE

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

Wray, CO

Fair PriceRobust · 67
$41,27241,648 mi

Market: $33,685 – $48,950

Comparison: 67 similar vehicles

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

Wray, CO

2026 Ford Maverick Tremor

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

2026 Ford Maverick Tremor

Ogallala, NE

Fair PriceLimited · 15
$41,996546 mi

Market: $38,299 – $42,826

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Ogallala, NE

2026 Ford Maverick Tremor

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

2026 Ford Maverick Tremor

Ogallala, NE

OverpricedLimited · 15
$42,826Mileage not verified

Market: $38,299 – $42,690

Comparison: 15 similar vehicles

Ogallala, NE

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

Wray, CO

Fair PriceRobust · 117
$42,87228,695 mi

Market: $38,534 – $57,950

Comparison: 117 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Wray, CO

2024 Chevrolet Silverado 3500HD LT

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

2024 Chevrolet Silverado 3500HD LT

Imperial, NE

Fair PriceLimited · 11
$43,99567,986 mi

Market: $42,500 – $53,500

Comparison: 11 similar vehicles

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

Imperial, NE

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

Wray, CO

Fair PriceLimited · 11
$45,47219,624 mi

Market: $42,571 – $51,950

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Wray, CO

2026 Chevrolet Colorado Trail Boss

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

2026 Chevrolet Colorado Trail Boss

Ogallala, NE

Fair PriceRobust · 57
$45,926Mileage not verified

Market: $37,886 – $63,964

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Ogallala, NE

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Ogallala, NE

UnscoredInsufficient · 4
$46,386Mileage not verified

Comparison: 4 similar vehicles

Ogallala, NE

2020 Ford F-150 Raptor

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

2020 Ford F-150 Raptor

Ogallala, NE

Fair PriceModerate · 23
$46,76672,653 mi

Market: $38,999 – $48,799

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Ogallala, NE

2026 Ford F-150 STX

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

2026 Ford F-150 STX

Benkelman, NE

Fair PriceModerate · 45
$47,040Mileage not verified

Market: $40,492 – $52,169

Comparison: 45 similar vehicles

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

Benkelman, NE

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Ogallala, NE

UnscoredInsufficient · 4
$47,746Mileage not verified

Comparison: 4 similar vehicles

Ogallala, NE

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

Ogallala, NE

UnscoredInsufficient · 0
$47,90043,715 mi

Ogallala, NE

2026 Chevrolet Colorado Z71

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

2026 Chevrolet Colorado Z71

Ogallala, NE

Fair PriceModerate · 48
$48,206325 mi

Market: $44,778 – $51,600

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Ogallala, NE

2026 Chevrolet Colorado Z71

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

2026 Chevrolet Colorado Z71

Imperial, NE

Fair PriceRobust · 103
$49,580Mileage not verified

Market: $39,698 – $51,600

Comparison: 103 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Imperial, NE

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

Imperial, NE

Fair PriceLimited · 15
$50,5006,164 mi

Market: $41,478 – $59,000

Comparison: 15 similar vehicles

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

Imperial, NE

2026 RAM 1500 Pickup Warlock

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

2026 RAM 1500 Pickup Warlock

Ogallala, NE

Fair PriceModerate · 32
$50,544Mileage not verified

Market: $46,064 – $58,860

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 202 days listed (based on current market benchmarks)

Ogallala, NE

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

Ogallala, NE

Fair PriceLimited · 19
$53,26131,049 mi

Market: $47,736 – $53,495

Comparison: 19 similar vehicles

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

Ogallala, NE

2024 RAM 2500 Pickup Tradesman

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

2024 RAM 2500 Pickup Tradesman

Ogallala, NE

UnscoredLimited · 7
$54,16612,482 mi

Comparison: 7 similar vehicles

Ogallala, NE

2026 Chevrolet Silverado 1500 LT

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

2026 Chevrolet Silverado 1500 LT

Imperial, NE

Fair PriceRobust · 330
$54,815Mileage not verified

Market: $43,994 – $65,805

Comparison: 330 similar vehicles

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

Imperial, NE

2026 GMC Sierra 1500 SLE

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

2026 GMC Sierra 1500 SLE

Ogallala, NE

UnscoredInsufficient · 4
$55,838Mileage not verified

Comparison: 4 similar vehicles

Ogallala, NE

2026 GMC Sierra 1500 SLE

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

2026 GMC Sierra 1500 SLE

Ogallala, NE

UnscoredInsufficient · 4
$56,751Mileage not verified

Comparison: 4 similar vehicles

Ogallala, NE

2026 GMC Sierra 1500 SLE

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

2026 GMC Sierra 1500 SLE

Ogallala, NE

UnscoredInsufficient · 4
$57,065Mileage not verified

Comparison: 4 similar vehicles

Ogallala, NE

2025 Ford F-150 Lariat

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

2025 Ford F-150 Lariat

Wray, CO

Fair PriceModerate · 24
$57,87213,272 mi

Market: $47,100 – $59,544

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Wray, CO

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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