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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 · November 6, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

137 listings found

2018 Nissan Versa Sedan SV

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

2018 Nissan Versa Sedan SV

Roosevelt, UT

UnscoredInsufficient · 0
$6,900100,550 mi

Roosevelt, UT

2014 Volkswagen Jetta TDI

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

2014 Volkswagen Jetta TDI

Roosevelt, UT

UnscoredInsufficient · 0
$6,995104,800 mi

Roosevelt, UT

2015 GMC Acadia SLE2

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

2015 GMC Acadia SLE2

Roosevelt, UT

UnscoredInsufficient · 0
$7,695139,120 mi

Roosevelt, UT

2016 Kia Soul +

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

2016 Kia Soul +

Roosevelt, UT

Fair PriceModerate · 30
$8,40079,000 mi

Market: $6,252 – $10,445

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 191 days listed (based on current market benchmarks)

Roosevelt, UT

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

Roosevelt, UT

UnscoredInsufficient · 0
$9,995161,750 mi

Roosevelt, UT

2018 Chrysler Pacifica Touring L

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

2018 Chrysler Pacifica Touring L

Roosevelt, UT

Fair PriceLimited · 17
$12,59590,365 mi

Market: $7,995 – $12,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Roosevelt, UT

2013 Volkswagen Beetle 2.0

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

2013 Volkswagen Beetle 2.0

Roosevelt, UT

UnscoredInsufficient · 0
$14,99572,016 mi

Roosevelt, UT

2019 GMC Acadia Denali

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

2019 GMC Acadia Denali

Roosevelt, UT

Fair PriceModerate · 32
$15,995100,705 mi

Market: $12,990 – $22,029

Comparison: 32 similar vehicles

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

Roosevelt, UT

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

Roosevelt, UT

Fair PriceRobust · 216
$16,00084,760 mi

Market: $9,995 – $34,995

Comparison: 216 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 191 days listed (based on current market benchmarks)

Roosevelt, UT

2017 Jeep Wrangler Unlimited Sahara

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

2017 Jeep Wrangler Unlimited Sahara

Roosevelt, UT

Unscored
$19,995124,819 mi

Comparison: 24 similar vehicles

Roosevelt, UT

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Roosevelt, UT

UnscoredInsufficient · 3
$20,59546,594 mi

Comparison: 3 similar vehicles

Roosevelt, UT

2021 Dodge Durango GT

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

2021 Dodge Durango GT

Roosevelt, UT

UnscoredInsufficient · 0
$21,59584,500 mi

Roosevelt, UT

2016 GMC Sierra 1500 Denali

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

2016 GMC Sierra 1500 Denali

Roosevelt, UT

UnscoredInsufficient · 4
$21,595126,370 mi

Comparison: 4 similar vehicles

Roosevelt, UT

2015 GMC Sierra 2500HD

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

2015 GMC Sierra 2500HD

Roosevelt, UT

UnscoredInsufficient · 0
$21,995131,943 mi

Roosevelt, UT

2021 Nissan Frontier SV

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

2021 Nissan Frontier SV

Roosevelt, UT

UnscoredInsufficient · 0
$22,49036,878 mi

Roosevelt, UT

2021 Jeep Grand Cherokee L Limited

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

2021 Jeep Grand Cherokee L Limited

Roosevelt, UT

Fair PriceModerate · 24
$22,995116,907 mi

Market: $19,074 – $28,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Roosevelt, UT

2020 Dodge Durango GT Plus

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

2020 Dodge Durango GT Plus

Roosevelt, UT

UnscoredInsufficient · 4
$23,99592,393 mi

Comparison: 4 similar vehicles

Roosevelt, UT

2023 Kia Carnival LX Seat Pkg

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

2023 Kia Carnival LX Seat Pkg

Roosevelt, UT

UnscoredInsufficient · 0
$24,99565,434 mi

Roosevelt, UT

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Roosevelt, UT

OverpricedRobust · 101
$25,99525,123 mi

Market: $20,990 – $24,996

Comparison: 101 similar vehicles

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

Roosevelt, UT

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Roosevelt, UT

UnscoredInsufficient · 4
$25,99538,609 mi

Comparison: 4 similar vehicles

Roosevelt, UT

2023 Nissan Murano SV

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

2023 Nissan Murano SV

Roosevelt, UT

UnscoredInsufficient · 3
$25,99545,223 mi

Comparison: 3 similar vehicles

Roosevelt, UT

2020 GMC Canyon Denali

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

2020 GMC Canyon Denali

Roosevelt, UT

UnscoredInsufficient · 0
$25,99586,251 mi

Roosevelt, UT

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Roosevelt, UT

UnscoredInsufficient · 0
$26,59515,409 mi

Roosevelt, UT

2022 Jeep Wrangler Unlimited Willys Sport

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

2022 Jeep Wrangler Unlimited Willys Sport

Roosevelt, UT

UnscoredInsufficient · 0
$26,99029,590 mi

Roosevelt, UT

2012 Ford F-350 Super Duty XL

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

2012 Ford F-350 Super Duty XL

Roosevelt, UT

UnscoredInsufficient · 3
$26,995152,172 mi

Comparison: 3 similar vehicles

Roosevelt, UT

2017 GMC Yukon Denali

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

2017 GMC Yukon Denali

Roosevelt, UT

Fair PriceRobust · 90
$27,39581,973 mi

Market: $20,209 – $35,159

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Roosevelt, UT

2022 Toyota Venza XLE

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

2022 Toyota Venza XLE

Roosevelt, UT

UnscoredInsufficient · 0
$27,99570,786 mi

Roosevelt, UT

2020 GMC Acadia AT4

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

2020 GMC Acadia AT4

Roosevelt, UT

OverpricedModerate · 23
$27,99571,951 mi

Market: $18,892 – $21,224

Comparison: 23 similar vehicles

Priced ~32% above the typical market range for similar vehicles (based on current market benchmarks)

Roosevelt, UT

2023 Ford Edge Titanium

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

2023 Ford Edge Titanium

Roosevelt, UT

UnscoredInsufficient · 0
$28,99545,849 mi

Roosevelt, UT

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

Roosevelt, UT

UnscoredInsufficient · 0
$28,995110,808 mi

Roosevelt, UT

2020 Jeep Grand Cherokee Summit

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

2020 Jeep Grand Cherokee Summit

Roosevelt, UT

Unscored
$29,99562,486 mi

Comparison: 9 similar vehicles

Roosevelt, UT

2020 Ford F-150 XL

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

2020 Ford F-150 XL

Roosevelt, UT

Fair PriceModerate · 39
$29,995108,893 mi

Market: $11,995 – $38,494

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Roosevelt, UT

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

Roosevelt, UT

Fair PriceModerate · 39
$29,99596,124 mi

Market: $19,499 – $37,577

Comparison: 39 similar vehicles

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

Roosevelt, UT

2015 Chevrolet Silverado 3500HD LTZ

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

2015 Chevrolet Silverado 3500HD LTZ

Roosevelt, UT

Unscored
$29,995169,189 mi

Comparison: 23 similar vehicles

Roosevelt, UT

2022 Chevrolet Colorado ZR2

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

2022 Chevrolet Colorado ZR2

Roosevelt, UT

UnscoredInsufficient · 0
$32,49584,833 mi

Roosevelt, UT

2025 Ford Bronco Sport Heritage

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

2025 Ford Bronco Sport Heritage

Roosevelt, UT

UnscoredInsufficient · 0
$32,558Mileage not verified

Roosevelt, UT

2021 Ford Explorer ST

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

2021 Ford Explorer ST

Roosevelt, UT

Unscored
$32,99562,167 mi

Comparison: 9 similar vehicles

Roosevelt, UT

2021 Ford Explorer ST

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

2021 Ford Explorer ST

Roosevelt, UT

Unscored
$32,99570,522 mi

Comparison: 9 similar vehicles

Roosevelt, UT

2020 Chevrolet Colorado ZR2

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

2020 Chevrolet Colorado ZR2

Roosevelt, UT

UnscoredInsufficient · 3
$32,99572,144 mi

Comparison: 3 similar vehicles

Roosevelt, UT

2017 RAM 2500 Pickup Laramie

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

2017 RAM 2500 Pickup Laramie

Roosevelt, UT

Unscored
$34,995153,833 mi

Comparison: 52 similar vehicles

Roosevelt, UT

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

Roosevelt, UT

Unscored
$35,99526,199 mi

Comparison: 7 similar vehicles

Roosevelt, UT

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Roosevelt, UT

UnscoredInsufficient · 3
$36,886Mileage not verified

Comparison: 3 similar vehicles

Roosevelt, UT

2022 Jeep Gladiator Rubicon

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

2022 Jeep Gladiator Rubicon

Roosevelt, UT

UnscoredInsufficient · 0
$38,99519,283 mi

Roosevelt, UT

2022 RAM 3500 Pickup Big Horn

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

2022 RAM 3500 Pickup Big Horn

Roosevelt, UT

UnscoredInsufficient · 4
$39,995109,450 mi

Comparison: 4 similar vehicles

Roosevelt, UT

2025 Jeep Gladiator Willys

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

2025 Jeep Gladiator Willys

Roosevelt, UT

Unscored
$42,594705 mi

Comparison: 8 similar vehicles

Roosevelt, UT

2023 GMC Sierra 1500 Denali

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

2023 GMC Sierra 1500 Denali

Roosevelt, UT

Fair PriceLimited · 11
$42,79591,586 mi

Market: $39,990 – $46,500

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Roosevelt, UT

2022 GMC Sierra 1500 Elevation

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

2022 GMC Sierra 1500 Elevation

Roosevelt, UT

UnscoredInsufficient · 0
$42,89525,170 mi

Roosevelt, UT

2024 GMC Sierra 2500HD SLE

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

2024 GMC Sierra 2500HD SLE

Roosevelt, UT

UnscoredInsufficient · 0
$43,49576,106 mi

Roosevelt, UT

2026 GMC Sierra 1500 Pro

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

2026 GMC Sierra 1500 Pro

Roosevelt, UT

Fair PriceRobust · 98
$43,529Mileage not verified

Market: $33,216 – $56,254

Comparison: 98 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 289 days listed (based on current market benchmarks)

Roosevelt, UT

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Roosevelt, UT

Fair PriceRobust · 90
$43,594Mileage not verified

Market: $40,657 – $47,674

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Roosevelt, UT

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 recently 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.
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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