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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

350 listings found

2004 Chevrolet Silverado 3500 LS

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

2004 Chevrolet Silverado 3500 LS

Elko, NV

UnscoredInsufficient · 0
$10,247289,550 mi

Elko, NV

2010 RAM 1500 Pickup SLT

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

2010 RAM 1500 Pickup SLT

Elko, NV

UnscoredInsufficient · 0
$11,988152,049 mi

Elko, NV

2018 RAM 3500 Chassis Cab SLT

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

2018 RAM 3500 Chassis Cab SLT

Elko, NV

UnscoredInsufficient · 0
$11,999161,804 mi

Elko, NV

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

Elko, NV

UnscoredLimited · 8
$14,468173,696 mi

Comparison: 8 similar vehicles

Elko, NV

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

Elko, NV

UnscoredModerate · 26
$15,394142,517 mi

Comparison: 26 similar vehicles

Elko, NV

2006 Dodge Ram 2500 Pickup Laramie

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

2006 Dodge Ram 2500 Pickup Laramie

Elko, NV

UnscoredInsufficient · 0
$17,394171,234 mi

Elko, NV

2005 Ford F-250 Super Duty XLT

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

2005 Ford F-250 Super Duty XLT

Elko, NV

UnscoredLimited · 5
$18,389119,253 mi

Comparison: 5 similar vehicles

Elko, NV

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

Elko, NV

UnscoredInsufficient · 3
$18,900146,785 mi

Comparison: 3 similar vehicles

Elko, NV

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

Elko, NV

UnscoredInsufficient · 0
$21,39835,723 mi

Elko, NV

2019 Ford Ranger Lariat

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

2019 Ford Ranger Lariat

Elko, NV

UnscoredInsufficient · 4
$22,393104,325 mi

Comparison: 4 similar vehicles

Elko, NV

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

Elko, NV

OverpricedLimited · 11
$26,39694,998 mi

Market: $14,994 – $26,385

Comparison: 11 similar vehicles

Elko, NV

2017 Toyota Tacoma TRD Off Road

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

2017 Toyota Tacoma TRD Off Road

Elko, NV

Fair PriceRobust · 57
$26,88093,319 mi

Market: $18,900 – $34,395

Comparison: 57 similar vehicles

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

Elko, NV

2011 Chevrolet Silverado 2500HD LTZ

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

2011 Chevrolet Silverado 2500HD LTZ

Elko, NV

UnscoredInsufficient · 0
$26,989112,334 mi

Elko, NV

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

Elko, NV

UnscoredInsufficient · 3
$26,99777,577 mi

Comparison: 3 similar vehicles

Elko, NV

2018 RAM 1500 Night Edition

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

2018 RAM 1500 Night Edition

Elko, NV

UnscoredInsufficient · 0
$28,21665,063 mi

Elko, NV

2022 RAM 1500 Classic SLT

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

2022 RAM 1500 Classic SLT

Elko, NV

UnscoredInsufficient · 0
$28,39449,629 mi

Elko, NV

2021 RAM 1500 Big Horn

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

2021 RAM 1500 Big Horn

Elko, NV

UnscoredInsufficient · 0
$28,39485,155 mi

Elko, NV

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

Elko, NV

Fair PriceRobust · 55
$28,89388,222 mi

Market: $21,950 – $33,109

Comparison: 55 similar vehicles

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

Elko, NV

2018 RAM 2500 Pickup Big Horn

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

2018 RAM 2500 Pickup Big Horn

Elko, NV

UnscoredLimited · 6
$29,989132,001 mi

Comparison: 6 similar vehicles

Elko, NV

2019 RAM 1500 Classic Warlock

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

2019 RAM 1500 Classic Warlock

Elko, NV

UnscoredInsufficient · 0
$30,89347,045 mi

Elko, NV

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

Elko, NV

OverpricedRobust · 67
$30,89368,996 mi

Market: $15,998 – $27,537

Comparison: 67 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Elko, NV

2023 Chevrolet Colorado LT

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

2023 Chevrolet Colorado LT

Elko, NV

UnscoredInsufficient · 0
$31,39447,324 mi

Elko, NV

2017 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2017 Chevrolet Silverado 3500 Chassis Cab Work Truck

Elko, NV

UnscoredInsufficient · 0
$32,990121,390 mi

Elko, NV

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

Elko, NV

UnscoredInsufficient · 0
$33,89470,595 mi

Elko, NV

2017 RAM 2500 Pickup SLT

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

2017 RAM 2500 Pickup SLT

Elko, NV

UnscoredInsufficient · 0
$34,389100,296 mi

Elko, NV

2022 Jeep Gladiator Rubicon

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

2022 Jeep Gladiator Rubicon

Elko, NV

UnscoredInsufficient · 0
$34,39647,816 mi

Elko, NV

2020 Jeep Gladiator Rubicon

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

2020 Jeep Gladiator Rubicon

Elko, NV

UnscoredInsufficient · 0
$34,99842,502 mi

Elko, NV

2018 RAM 3500 Pickup Laramie

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

2018 RAM 3500 Pickup Laramie

Elko, NV

UnscoredLimited · 8
$35,389158,927 mi

Comparison: 8 similar vehicles

Elko, NV

2021 RAM 1500 Pickup Limited

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

2021 RAM 1500 Pickup Limited

Elko, NV

Fair PriceModerate · 45
$35,39389,380 mi

Market: $27,048 – $37,905

Comparison: 45 similar vehicles

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

Elko, NV

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Elko, NV

Fair PriceModerate · 22
$35,509Mileage not verified

Market: $30,686 – $38,648

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Elko, NV

2023 Jeep Gladiator Mojave

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

2023 Jeep Gladiator Mojave

Elko, NV

UnscoredInsufficient · 0
$35,99641,149 mi

Elko, NV

2018 Toyota Tundra Limited

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

2018 Toyota Tundra Limited

Elko, NV

UnscoredInsufficient · 0
$35,99689,905 mi

Elko, NV

2019 RAM 3500 Pickup Tradesman

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

2019 RAM 3500 Pickup Tradesman

Elko, NV

OverpricedLimited · 17
$36,39467,512 mi

Market: $24,995 – $32,990

Comparison: 17 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Elko, NV

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Elko, NV

Fair PriceLimited · 12
$37,374Mileage not verified

Market: $35,222 – $41,138

Comparison: 12 similar vehicles

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

Elko, NV

2017 RAM 2500 Pickup Big Horn/Lone Star

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

2017 RAM 2500 Pickup Big Horn/Lone Star

Elko, NV

UnscoredInsufficient · 3
$37,38994,509 mi

Comparison: 3 similar vehicles

Elko, NV

2021 GMC Sierra 1500 Denali

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

2021 GMC Sierra 1500 Denali

Elko, NV

UnscoredInsufficient · 0
$37,39480,288 mi

Elko, NV

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

Elko, NV

UnscoredInsufficient · 0
$37,39826,227 mi

Elko, NV

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Elko, NV

Fair PriceLimited · 12
$38,564Mileage not verified

Market: $35,222 – $41,138

Comparison: 12 similar vehicles

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

Elko, NV

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Elko, NV

Fair PriceLimited · 12
$38,629Mileage not verified

Market: $35,222 – $41,138

Comparison: 12 similar vehicles

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

Elko, NV

2017 Toyota Tundra Limited

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

2017 Toyota Tundra Limited

Elko, NV

UnscoredInsufficient · 0
$38,98961,520 mi

Elko, NV

2025 RAM 1500 Pickup Tradesman

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

2025 RAM 1500 Pickup Tradesman

Elko, NV

UnscoredInsufficient · 0
$38,9967,498 mi

Elko, NV

2025 Chevrolet Silverado 1500 Custom Trail Boss

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

2025 Chevrolet Silverado 1500 Custom Trail Boss

Elko, NV

UnscoredInsufficient · 0
$38,99831,842 mi

Elko, NV

2017 RAM 2500 Pickup Big Horn/Lone Star

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

2017 RAM 2500 Pickup Big Horn/Lone Star

Elko, NV

UnscoredInsufficient · 3
$38,99864,153 mi

Comparison: 3 similar vehicles

Elko, NV

2026 Toyota Tacoma SR

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

2026 Toyota Tacoma SR

Elko, NV

UnscoredLimited · 6
$39,349Mileage not verified

Comparison: 6 similar vehicles

Elko, NV

2025 Chevrolet Colorado Z71

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

2025 Chevrolet Colorado Z71

Elko, NV

UnscoredInsufficient · 0
$39,39415,049 mi

Elko, NV

2024 Chevrolet Silverado 1500 RST

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

2024 Chevrolet Silverado 1500 RST

Elko, NV

UnscoredInsufficient · 0
$39,52133,385 mi

Elko, NV

2026 Toyota Tacoma SR

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

2026 Toyota Tacoma SR

Elko, NV

UnscoredLimited · 6
$39,824Mileage not verified

Comparison: 6 similar vehicles

Elko, NV

2022 RAM 1500 Pickup Rebel

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

2022 RAM 1500 Pickup Rebel

Elko, NV

UnscoredInsufficient · 0
$39,99547,388 mi

Elko, NV

2025 Toyota Tacoma SR5

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

2025 Toyota Tacoma SR5

Elko, NV

OverpricedLimited · 16
$39,9987,831 mi

Market: $38,388 – $38,836

Comparison: 16 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Elko, NV

2022 Jeep Gladiator Mojave

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

2022 Jeep Gladiator Mojave

Elko, NV

UnscoredInsufficient · 0
$39,99835,107 mi

Elko, NV

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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