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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 31, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 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

86 listings found

2013 Ford Edge SE

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

2013 Ford Edge SE

Glendive, MT

UnscoredInsufficient · 0
$6,995157,499 mi

Glendive, MT

2018 Ford Explorer Sport

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

2018 Ford Explorer Sport

Glendive, MT

UnscoredInsufficient · 0
$19,90078,830 mi

Glendive, 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

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Glendive, MT

UnscoredInsufficient · 0
$21,98058,104 mi

Glendive, MT

2025 Jeep Compass Trailhawk

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

2025 Jeep Compass Trailhawk

Glendive, MT

UnscoredInsufficient · 0
$23,61040,899 mi

Glendive, MT

2017 Chevrolet Suburban Premier

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

2017 Chevrolet Suburban Premier

Glendive, MT

UnscoredInsufficient · 0
$24,500129,039 mi

Glendive, MT

2014 Jeep Grand Cherokee SRT8

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

2014 Jeep Grand Cherokee SRT8

Glendive, MT

UnscoredInsufficient · 0
$24,899102,822 mi

Glendive, MT

2023 Ford Bronco Sport Heritage

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

2023 Ford Bronco Sport Heritage

Glendive, MT

UnscoredInsufficient · 0
$25,00068,753 mi

Glendive, MT

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Glendive, MT

Unscored
$25,29944,454 mi

Comparison: 7 similar vehicles

Glendive, 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

2023 Ford Escape Active

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

2023 Ford Escape Active

Glendive, MT

UnscoredInsufficient · 0
$25,89914,202 mi

Glendive, MT

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Glendive, MT

UnscoredInsufficient · 0
$25,98086,701 mi

Glendive, MT

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Glendive, MT

UnscoredInsufficient · 0
$26,98025,144 mi

Glendive, MT

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Glendive, MT

Fair PriceLimited · 16
$27,115Mileage not verified

Market: $25,288 – $28,934

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Glendive, MT

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Sidney, MT

OverpricedModerate · 25
$27,278Mileage not verified

Market: $24,505 – $27,004

Comparison: 25 similar vehicles

Priced ~1% above the typical market range for similar vehicles (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 · 23
$28,313Mileage not verified

Market: $26,325 – $29,779

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 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 · 23
$28,488Mileage not verified

Market: $26,325 – $29,779

Comparison: 23 similar vehicles

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

Sidney, MT

2023 Ford Bronco Sport Outer Banks

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

2023 Ford Bronco Sport Outer Banks

Glendive, MT

UnscoredInsufficient · 0
$28,59925,868 mi

Glendive, MT

2026 Ford Escape Active

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

2026 Ford Escape Active

Glendive, MT

UnscoredInsufficient · 0
$29,4551,534 mi

Glendive, 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 · 18
$29,713Mileage not verified

Market: $26,484 – $29,144

Comparison: 18 similar vehicles

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

Sidney, MT

2024 Chevrolet Traverse LT

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

2024 Chevrolet Traverse LT

Glendive, MT

UnscoredInsufficient · 0
$29,89987,869 mi

Glendive, MT

2025 Ford Escape Platinum

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

2025 Ford Escape Platinum

Glendive, MT

UnscoredInsufficient · 0
$29,90014,249 mi

Glendive, MT

2023 Jeep Grand Cherokee L Altitude

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

2023 Jeep Grand Cherokee L Altitude

Glendive, MT

UnscoredInsufficient · 0
$30,39955,296 mi

Glendive, MT

2025 Ford Bronco Sport Free Wheeling

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

2025 Ford Bronco Sport Free Wheeling

Glendive, MT

UnscoredInsufficient · 0
$30,7996,467 mi

Glendive, 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

Glendive, MT

Fair PriceRobust · 100
$32,720Mileage not verified

Market: $26,114 – $40,540

Comparison: 100 similar vehicles

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

Glendive, MT

2021 Chevrolet Tahoe LT

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

2021 Chevrolet Tahoe LT

Glendive, MT

UnscoredInsufficient · 0
$32,900127,852 mi

Glendive, MT

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Glendive, MT

UnscoredInsufficient · 0
$33,29933,956 mi

Glendive, 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

Glendive, MT

Fair PriceRobust · 100
$33,510Mileage not verified

Market: $26,114 – $40,540

Comparison: 100 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Glendive, MT

2023 Chevrolet Traverse RS

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

2023 Chevrolet Traverse RS

Glendive, MT

UnscoredInsufficient · 0
$34,89953,687 mi

Glendive, 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 · 57
$35,633Mileage not verified

Market: $30,515 – $39,375

Comparison: 57 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 Ford Explorer Active

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

2025 Ford Explorer Active

Glendive, MT

UnscoredInsufficient · 0
$35,75035,640 mi

Glendive, MT

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

Glendive, MT

UnscoredInsufficient · 0
$35,9999,454 mi

Glendive, MT

2019 Chevrolet Suburban Premier

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

2019 Chevrolet Suburban Premier

Glendive, MT

UnscoredInsufficient · 3
$35,99981,262 mi

Comparison: 3 similar vehicles

Glendive, 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

Glendive, MT

Fair PriceRobust · 100
$36,510Mileage not verified

Market: $26,114 – $40,540

Comparison: 100 similar vehicles

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

Glendive, 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

Glendive, MT

Fair PriceRobust · 72
$39,200Mileage not verified

Market: $32,585 – $45,009

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Glendive, 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

Glendive, MT

UnscoredInsufficient · 0
$39,870Mileage not verified

Glendive, MT

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

Glendive, MT

Fair PriceModerate · 31
$40,585Mileage not verified

Market: $36,394 – $45,729

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

Glendive, MT

2018 Jeep Grand Cherokee Overland

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

2018 Jeep Grand Cherokee Overland

Glendive, MT

UnscoredInsufficient · 0
$42,50046,739 mi

Glendive, 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

OverpricedModerate · 20
$42,808Mileage not verified

Market: $37,109 – $40,695

Comparison: 20 similar vehicles

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

Sidney, MT

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

Glendive, MT

UnscoredInsufficient · 0
$42,975Mileage not verified

Glendive, MT

2023 Ford Expedition XLT

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

2023 Ford Expedition XLT

Glendive, MT

UnscoredInsufficient · 0
$43,99953,483 mi

Glendive, MT

2026 Ford Explorer Active

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

2026 Ford Explorer Active

Glendive, MT

Fair PriceLimited · 15
$44,491287 mi

Market: $36,382 – $51,604

Comparison: 15 similar vehicles

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

Glendive, MT

2016 Chevrolet Suburban LTZ

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

2016 Chevrolet Suburban LTZ

Glendive, MT

UnscoredInsufficient · 0
$45,50051,286 mi

Glendive, MT

2026 Jeep Wrangler 4-Door 85th Anniversary Edition

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

2026 Jeep Wrangler 4-Door 85th Anniversary Edition

Glendive, MT

UnscoredInsufficient · 4
$45,669Mileage not verified

Comparison: 4 similar vehicles

Glendive, MT

2024 Jeep Wagoneer L Series II

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

2024 Jeep Wagoneer L Series II

Glendive, MT

UnscoredInsufficient · 0
$45,90024,820 mi

Glendive, MT

2021 Chevrolet Tahoe High Country

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

2021 Chevrolet Tahoe High Country

Glendive, MT

UnscoredInsufficient · 0
$45,98064,848 mi

Glendive, MT

2025 Ford Bronco 4-Door Big Bend

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

2025 Ford Bronco 4-Door Big Bend

Glendive, MT

UnscoredInsufficient · 0
$46,983Mileage not verified

Glendive, MT

2026 Chevrolet Blazer 3LT

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

2026 Chevrolet Blazer 3LT

Glendive, MT

Fair PriceModerate · 24
$47,160Mileage not verified

Market: $42,695 – $51,064

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Glendive, MT

2026 GMC Terrain AT4

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

2026 GMC Terrain AT4

Sidney, MT

UnscoredInsufficient · 0
$47,263Mileage not verified

Sidney, MT

2026 Dodge Durango GT Plus

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

2026 Dodge Durango GT Plus

Glendive, MT

UnscoredInsufficient · 3
$47,459Mileage not verified

Comparison: 3 similar vehicles

Glendive, 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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