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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

155 listings found

2020 Ford Escape SE

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

2020 Ford Escape SE

Sidney, MT

Fair PriceLimited · 12
$12,99599,407 mi

Market: $9,900 – $15,399

Comparison: 12 similar vehicles

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

Sidney, MT

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Sidney, MT

UnscoredInsufficient · 0
$14,995150,175 mi

Sidney, MT

2018 Chrysler 300 S

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

2018 Chrysler 300 S

Sidney, MT

UnscoredInsufficient · 0
$15,645109,219 mi

Sidney, MT

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

Sidney, MT

Unscored
$20,995121,167 mi

Comparison: 25 similar vehicles

Sidney, MT

2018 GMC Yukon XL Denali

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

2018 GMC Yukon XL Denali

Sidney, MT

UnscoredInsufficient · 0
$21,298150,665 mi

Sidney, MT

2017 RAM 3500 Pickup Tradesman

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

2017 RAM 3500 Pickup Tradesman

Sidney, MT

UnscoredInsufficient · 0
$25,150169,633 mi

Sidney, MT

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Sidney, MT

UnscoredInsufficient · 0
$25,708Mileage not verified

Sidney, MT

2019 Ford Explorer Platinum

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

2019 Ford Explorer Platinum

Sidney, MT

UnscoredInsufficient · 0
$26,74563,055 mi

Sidney, MT

2020 Dodge Durango R/T

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

2020 Dodge Durango R/T

Sidney, MT

Unscored
$27,64579,092 mi

Comparison: 7 similar vehicles

Sidney, MT

2025 Jeep Compass Trailhawk

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

2025 Jeep Compass Trailhawk

Sidney, MT

UnscoredInsufficient · 0
$28,14517,820 mi

Sidney, MT

2022 Dodge Durango GT Plus

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

2022 Dodge Durango GT Plus

Sidney, MT

UnscoredInsufficient · 0
$28,14579,678 mi

Sidney, MT

2019 RAM 1500 Pickup Laramie

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

2019 RAM 1500 Pickup Laramie

Sidney, MT

Unscored
$28,145121,036 mi

Comparison: 17 similar vehicles

Sidney, MT

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Sidney, MT

Fair PriceModerate · 24
$28,313Mileage not verified

Market: $26,325 – $29,779

Comparison: 24 similar vehicles

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

Sidney, MT

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Sidney, MT

Fair PriceModerate · 24
$28,488Mileage not verified

Market: $26,325 – $29,779

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Sidney, MT

2024 Ford Edge Titanium

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

2024 Ford Edge Titanium

Sidney, MT

UnscoredInsufficient · 0
$29,50038,767 mi

Sidney, MT

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

Sidney, MT

OverpricedLimited · 14
$29,60094,501 mi

Market: $21,399 – $27,797

Comparison: 14 similar vehicles

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

Sidney, MT

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Sidney, MT

OverpricedLimited · 17
$29,713Mileage not verified

Market: $26,665 – $29,144

Comparison: 17 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Sidney, MT

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

Sidney, MT

UnscoredInsufficient · 0
$30,298106,822 mi

Sidney, MT

2023 Ford Bronco Sport Badlands

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

2023 Ford Bronco Sport Badlands

Sidney, MT

UnscoredInsufficient · 0
$30,59530,796 mi

Sidney, MT

2021 Dodge Durango R/T

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

2021 Dodge Durango R/T

Sidney, MT

UnscoredInsufficient · 0
$30,64581,804 mi

Sidney, MT

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

Sidney, MT

Unscored
$31,39572,662 mi

Comparison: 9 similar vehicles

Sidney, MT

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Sidney, MT

UnscoredInsufficient · 0
$32,14512,603 mi

Sidney, MT

2022 Jeep Wagoneer Series III

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

2022 Jeep Wagoneer Series III

Sidney, MT

Unscored
$32,645111,819 mi

Comparison: 8 similar vehicles

Sidney, MT

2025 Subaru Forester Premium

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

2025 Subaru Forester Premium

Sidney, MT

UnscoredInsufficient · 0
$33,14515,377 mi

Sidney, MT

2022 Chevrolet Silverado 1500 Limited LT

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

2022 Chevrolet Silverado 1500 Limited LT

Sidney, MT

UnscoredInsufficient · 0
$33,64565,292 mi

Sidney, MT

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Sidney, MT

Fair PriceRobust · 59
$34,093Mileage not verified

Market: $30,515 – $39,375

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Sidney, MT

2025 Subaru Forester Premium

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

2025 Subaru Forester Premium

Sidney, MT

UnscoredInsufficient · 0
$34,1457,816 mi

Sidney, MT

2022 RAM 1500 Classic Warlock

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

2022 RAM 1500 Classic Warlock

Sidney, MT

UnscoredInsufficient · 0
$35,14534,593 mi

Sidney, MT

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Sidney, MT

UnscoredInsufficient · 0
$35,275Mileage not verified

Sidney, MT

2025 Hyundai Tucson Limited

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

2025 Hyundai Tucson Limited

Sidney, MT

UnscoredInsufficient · 0
$35,5004,700 mi

Sidney, MT

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Sidney, MT

Fair PriceRobust · 59
$35,633Mileage not verified

Market: $30,515 – $39,375

Comparison: 59 similar vehicles

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

Sidney, MT

2022 Chevrolet Colorado Z71

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

2022 Chevrolet Colorado Z71

Sidney, MT

UnscoredInsufficient · 0
$36,00034,226 mi

Sidney, MT

2026 Dodge Durango GT

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

2026 Dodge Durango GT

Sidney, MT

Unscored
$37,14516,520 mi

Comparison: 6 similar vehicles

Sidney, MT

2019 RAM 1500 Pickup Laramie

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

2019 RAM 1500 Pickup Laramie

Sidney, MT

OverpricedLimited · 17
$37,145106,320 mi

Market: $25,199 – $29,597

Comparison: 17 similar vehicles

Priced ~26% above the typical market range for similar vehicles (based on current market benchmarks)

Sidney, MT

2018 RAM 2500 Pickup Laramie

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

2018 RAM 2500 Pickup Laramie

Sidney, MT

OverpricedLimited · 11
$37,145108,000 mi

Market: $26,284 – $32,500

Comparison: 11 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Sidney, MT

2025 Dodge Durango GT

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

2025 Dodge Durango GT

Sidney, MT

UnscoredInsufficient · 0
$38,14516,308 mi

Sidney, MT

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

Sidney, MT

Unscored
$38,29871,119 mi

Comparison: 6 similar vehicles

Sidney, MT

2022 Dodge Challenger R/T

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

2022 Dodge Challenger R/T

Sidney, MT

UnscoredInsufficient · 0
$39,14539,579 mi

Sidney, MT

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

Sidney, MT

UnscoredInsufficient · 0
$39,49527,751 mi

Sidney, MT

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

Sidney, MT

Unscored
$39,99550,415 mi

Comparison: 9 similar vehicles

Sidney, MT

2022 RAM 1500 Pickup Laramie

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

2022 RAM 1500 Pickup Laramie

Sidney, MT

OverpricedModerate · 23
$40,14578,063 mi

Market: $28,229 – $38,298

Comparison: 23 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Sidney, MT

2025 Ford Explorer ST-LINE

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

2025 Ford Explorer ST-LINE

Sidney, MT

UnscoredInsufficient · 0
$41,59515,760 mi

Sidney, MT

2018 GMC Sierra 2500 Denali HD

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

2018 GMC Sierra 2500 Denali HD

Sidney, MT

UnscoredInsufficient · 0
$42,145126,474 mi

Sidney, MT

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

Sidney, MT

UnscoredInsufficient · 4
$42,29871,569 mi

Comparison: 4 similar vehicles

Sidney, MT

2025 Ford Explorer Platinum

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

2025 Ford Explorer Platinum

Sidney, MT

UnscoredInsufficient · 0
$42,69533,920 mi

Sidney, MT

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Sidney, MT

UnscoredInsufficient · 0
$42,705Mileage not verified

Sidney, MT

2026 Chevrolet Blazer 2LT

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

2026 Chevrolet Blazer 2LT

Sidney, MT

OverpricedLimited · 19
$42,808Mileage not verified

Market: $37,109 – $40,695

Comparison: 19 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Sidney, MT

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

Sidney, MT

Unscored
$43,29868,265 mi

Comparison: 9 similar vehicles

Sidney, MT

2026 Ford Maverick Tremor

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

2026 Ford Maverick Tremor

Sidney, MT

UnscoredInsufficient · 0
$43,585Mileage not verified

Sidney, MT

2025 RAM ProMaster Cargo Van Base

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

2025 RAM ProMaster Cargo Van Base

Sidney, MT

UnscoredInsufficient · 0
$44,145Mileage not verified

Sidney, MT

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.
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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