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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

144 listings found

2016 FIAT 500X Easy

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

2016 FIAT 500X Easy

Dillon, MT

UnscoredInsufficient · 0
$5,995143,024 mi

Dillon, MT

2011 Chevrolet Traverse LTZ

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

2011 Chevrolet Traverse LTZ

Dillon, MT

UnscoredInsufficient · 3
$5,995127,921 mi

Comparison: 3 similar vehicles

Dillon, MT

2004 Chevrolet TrailBlazer LT

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

2004 Chevrolet TrailBlazer LT

Dillon, MT

UnscoredInsufficient · 0
$6,081193,178 mi

Dillon, MT

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Dillon, MT

UnscoredInsufficient · 0
$7,472164,428 mi

Dillon, MT

2019 Ford Expedition XLT

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

2019 Ford Expedition XLT

Dillon, MT

Unscored
$14,700170,183 mi

Comparison: 5 similar vehicles

Dillon, MT

2017 Subaru Forester Base

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

2017 Subaru Forester Base

Dillon, MT

Unscored
$16,179100,194 mi

Comparison: 6 similar vehicles

Dillon, MT

2015 Chevrolet Suburban LTZ

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

2015 Chevrolet Suburban LTZ

Dillon, MT

Unscored
$18,472142,841 mi

Comparison: 12 similar vehicles

Dillon, MT

2022 Ford Edge Titanium

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

2022 Ford Edge Titanium

Dillon, MT

UnscoredInsufficient · 4
$18,65781,554 mi

Comparison: 4 similar vehicles

Dillon, MT

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Dillon, MT

UnscoredInsufficient · 0
$19,47241,403 mi

Dillon, MT

2015 Toyota 4Runner SR5

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

2015 Toyota 4Runner SR5

Dillon, MT

UnscoredInsufficient · 0
$22,472137,280 mi

Dillon, MT

2016 Jeep Wrangler Unlimited Rubicon

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

2016 Jeep Wrangler Unlimited Rubicon

Dillon, MT

Fair PriceLimited · 11
$23,47264,284 mi

Market: $18,199 – $23,889

Comparison: 11 similar vehicles

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

Dillon, MT

2020 Chevrolet Blazer RS

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

2020 Chevrolet Blazer RS

Butte, MT

UnscoredInsufficient · 3
$25,39490,755 mi

Comparison: 3 similar vehicles

Butte, MT

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Butte, MT

UnscoredInsufficient · 0
$26,38918,249 mi

Butte, MT

2019 Chevrolet Suburban Premier

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

2019 Chevrolet Suburban Premier

Butte, MT

UnscoredInsufficient · 0
$26,398148,101 mi

Butte, MT

2020 Chevrolet Tahoe LT

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

2020 Chevrolet Tahoe LT

Butte, MT

UnscoredInsufficient · 0
$26,749111,461 mi

Butte, MT

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Butte, MT

Fair PriceModerate · 23
$27,889Mileage not verified

Market: $26,499 – $29,779

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Butte, MT

2020 Toyota Highlander XLE

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

2020 Toyota Highlander XLE

Butte, MT

UnscoredInsufficient · 0
$28,38990,064 mi

Butte, MT

2027 Subaru Crosstrek Base

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

2027 Subaru Crosstrek Base

Butte, MT

UnscoredInsufficient · 4
$28,911Mileage not verified

Comparison: 4 similar vehicles

Butte, MT

2026 Nissan Rogue SV

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

2026 Nissan Rogue SV

Butte, MT

UnscoredInsufficient · 0
$29,55134,036 mi

Butte, MT

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Butte, MT

Unscored
$30,294Mileage not verified

Comparison: 8 similar vehicles

Butte, MT

2024 Dodge Durango GT

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

2024 Dodge Durango GT

Butte, MT

Unscored
$30,39865,159 mi

Comparison: 6 similar vehicles

Butte, MT

2023 Chevrolet Traverse RS

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

2023 Chevrolet Traverse RS

Dillon, MT

UnscoredInsufficient · 0
$30,47287,807 mi

Dillon, MT

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Butte, MT

UnscoredInsufficient · 4
$31,818Mileage not verified

Comparison: 4 similar vehicles

Butte, MT

2026 Chevrolet Trailblazer Activ

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

2026 Chevrolet Trailblazer Activ

Dillon, MT

UnscoredInsufficient · 0
$32,171Mileage not verified

Dillon, MT

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Butte, MT

Unscored
$32,472Mileage not verified

Comparison: 8 similar vehicles

Butte, MT

2026 Toyota Corolla Cross LE

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

2026 Toyota Corolla Cross LE

Butte, MT

Fair PriceLimited · 11
$32,508Mileage not verified

Market: $30,411 – $32,917

Comparison: 11 similar vehicles

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

Butte, MT

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Butte, MT

Unscored
$32,610Mileage not verified

Comparison: 8 similar vehicles

Butte, MT

2026 Chevrolet Trailblazer Activ

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

2026 Chevrolet Trailblazer Activ

Dillon, MT

Fair PriceLimited · 17
$32,626Mileage not verified

Market: $29,482 – $35,980

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 201 days listed (based on current market benchmarks)

Dillon, MT

2025 Hyundai Palisade SEL

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

2025 Hyundai Palisade SEL

Butte, MT

Fair PriceLimited · 10
$32,65144,099 mi

Market: $31,034 – $33,339

Comparison: 10 similar vehicles

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

Butte, MT

2025 Dodge Durango GT

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

2025 Dodge Durango GT

Butte, MT

Fair PriceLimited · 12
$32,89843,468 mi

Market: $26,694 – $33,883

Comparison: 12 similar vehicles

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

Butte, MT

2025 Toyota RAV4 LE

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

2025 Toyota RAV4 LE

Butte, MT

Fair PriceModerate · 23
$33,38943,508 mi

Market: $26,916 – $33,390

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Butte, MT

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Dillon, MT

Fair PriceLimited · 19
$33,621Mileage not verified

Market: $29,852 – $36,212

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 296 days listed (based on current market benchmarks)

Dillon, MT

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Butte, MT

Unscored
$35,744Mileage not verified

Comparison: 5 similar vehicles

Butte, MT

2021 Jeep Grand Cherokee Summit

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

2021 Jeep Grand Cherokee Summit

Butte, MT

UnscoredInsufficient · 0
$35,84954,590 mi

Butte, MT

2026 Toyota Corolla Cross XLE

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

2026 Toyota Corolla Cross XLE

Butte, MT

UnscoredInsufficient · 4
$36,322Mileage not verified

Comparison: 4 similar vehicles

Butte, MT

2026 Subaru Outback Premium

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

2026 Subaru Outback Premium

Butte, MT

Unscored
$36,380Mileage not verified

Comparison: 8 similar vehicles

Butte, MT

2019 Ford Expedition Platinum

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

2019 Ford Expedition Platinum

Butte, MT

UnscoredInsufficient · 0
$36,39446,634 mi

Butte, MT

2026 Toyota Corolla Cross XLE

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

2026 Toyota Corolla Cross XLE

Butte, MT

UnscoredInsufficient · 4
$36,737Mileage not verified

Comparison: 4 similar vehicles

Butte, MT

2026 Subaru Crosstrek Limited

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

2026 Subaru Crosstrek Limited

Butte, MT

Unscored
$36,949Mileage not verified

Comparison: 6 similar vehicles

Butte, MT

2026 Toyota Corolla Cross XLE

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

2026 Toyota Corolla Cross XLE

Butte, MT

UnscoredInsufficient · 4
$37,242Mileage not verified

Comparison: 4 similar vehicles

Butte, MT

2027 Subaru Crosstrek Wilderness

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

2027 Subaru Crosstrek Wilderness

Butte, MT

Unscored
$38,021Mileage not verified

Comparison: 6 similar vehicles

Butte, MT

2026 Subaru Crosstrek Limited

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

2026 Subaru Crosstrek Limited

Butte, MT

Unscored
$38,135Mileage not verified

Comparison: 6 similar vehicles

Butte, MT

2026 Toyota Corolla Cross XSE

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

2026 Toyota Corolla Cross XSE

Butte, MT

UnscoredInsufficient · 0
$38,183Mileage not verified

Butte, MT

2025 INFINITI QX60 LUXE

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

2025 INFINITI QX60 LUXE

Butte, MT

UnscoredInsufficient · 4
$38,38939,370 mi

Comparison: 4 similar vehicles

Butte, MT

2027 Subaru Crosstrek Wilderness

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

2027 Subaru Crosstrek Wilderness

Butte, MT

Unscored
$38,466Mileage not verified

Comparison: 6 similar vehicles

Butte, MT

2026 Chevrolet Equinox ACTIV

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

2026 Chevrolet Equinox ACTIV

Butte, MT

UnscoredInsufficient · 4
$38,589Mileage not verified

Comparison: 4 similar vehicles

Butte, MT

2026 Subaru Forester Limited

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

2026 Subaru Forester Limited

Butte, MT

Unscored
$38,862Mileage not verified

Comparison: 8 similar vehicles

Butte, MT

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Dillon, MT

Fair PriceModerate · 43
$38,881Mileage not verified

Market: $36,669 – $43,569

Comparison: 43 similar vehicles

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

Dillon, MT

2026 GMC Terrain Elevation

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

2026 GMC Terrain Elevation

Butte, MT

UnscoredInsufficient · 3
$38,939Mileage not verified

Comparison: 3 similar vehicles

Butte, MT

2026 Toyota C-HR SE

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

2026 Toyota C-HR SE

Butte, MT

UnscoredInsufficient · 0
$39,872Mileage not verified

Butte, 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 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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