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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

106 listings found

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Miles City, MT

UnscoredInsufficient · 0
$12,50089,528 mi

Miles City, MT

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Miles City, MT

Great DealLimited · 16
$14,925117,422 mi

Market: $17,182 – $23,487

Comparison: 16 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 5 days listed (based on current market benchmarks)

Miles City, MT

2020 Ford Edge SE

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

2020 Ford Edge SE

Miles City, MT

UnscoredInsufficient · 0
$15,02597,160 mi

Miles City, MT

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

Forsyth, MT

UnscoredInsufficient · 3
$16,90097,083 mi

Comparison: 3 similar vehicles

Forsyth, MT

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Miles City, MT

UnscoredLimited · 9
$20,90075,807 mi

Comparison: 9 similar vehicles

Miles City, MT

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Miles City, MT

UnscoredInsufficient · 0
$21,92558,916 mi

Miles City, MT

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Miles City, MT

UnscoredInsufficient · 0
$22,00048,624 mi

Miles City, MT

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Miles City, MT

UnscoredInsufficient · 0
$22,50016,379 mi

Miles City, MT

2024 Jeep Compass Latitude Lux

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

2024 Jeep Compass Latitude Lux

Miles City, MT

UnscoredInsufficient · 0
$23,52542,945 mi

Miles City, MT

2025 Ford Escape Active

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

2025 Ford Escape Active

Miles City, MT

Fair PriceModerate · 21
$24,52535,950 mi

Market: $22,996 – $27,900

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Miles City, MT

2024 Ford Escape Active

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

2024 Ford Escape Active

Miles City, MT

UnscoredInsufficient · 0
$25,50041,960 mi

Miles City, MT

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Miles City, MT

UnscoredInsufficient · 0
$25,50038,275 mi

Miles City, MT

2021 Chevrolet Traverse RS

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

2021 Chevrolet Traverse RS

Miles City, MT

UnscoredInsufficient · 0
$25,50086,993 mi

Miles City, MT

2022 Chevrolet Traverse 3LT

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

2022 Chevrolet Traverse 3LT

Miles City, MT

UnscoredLimited · 7
$25,90078,248 mi

Comparison: 7 similar vehicles

Miles City, MT

2024 Jeep Compass Limited

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

2024 Jeep Compass Limited

Miles City, MT

UnscoredLimited · 6
$26,00059,269 mi

Comparison: 6 similar vehicles

Miles City, MT

2024 Ford Bronco Sport Big Bend

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

2024 Ford Bronco Sport Big Bend

Miles City, MT

UnscoredInsufficient · 0
$26,52530,862 mi

Miles City, MT

2024 Ford Bronco Sport Outer Banks

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

2024 Ford Bronco Sport Outer Banks

Miles City, MT

UnscoredInsufficient · 0
$26,90036,069 mi

Miles City, MT

2020 Ford Expedition XLT

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

2020 Ford Expedition XLT

Miles City, MT

UnscoredLimited · 9
$26,925109,869 mi

Comparison: 9 similar vehicles

Miles City, MT

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Miles City, MT

Fair PriceModerate · 20
$27,004Mileage not verified

Market: $24,294 – $27,669

Comparison: 20 similar vehicles

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

Miles City, MT

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Miles City, MT

UnscoredInsufficient · 3
$27,914Mileage not verified

Comparison: 3 similar vehicles

Miles City, MT

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Miles City, MT

UnscoredInsufficient · 3
$27,914Mileage not verified

Comparison: 3 similar vehicles

Miles City, MT

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Miles City, MT

UnscoredInsufficient · 3
$28,039Mileage not verified

Comparison: 3 similar vehicles

Miles City, MT

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Miles City, MT

Fair PriceModerate · 28
$28,539Mileage not verified

Market: $25,579 – $30,094

Comparison: 28 similar vehicles

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

Miles City, MT

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Miles City, MT

Fair PriceModerate · 28
$28,803Mileage not verified

Market: $25,579 – $30,094

Comparison: 28 similar vehicles

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

Miles City, MT

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Miles City, MT

UnscoredInsufficient · 3
$28,90029,910 mi

Comparison: 3 similar vehicles

Miles City, MT

2019 Chevrolet Tahoe Premier

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

2019 Chevrolet Tahoe Premier

Miles City, MT

UnscoredLimited · 5
$28,900128,821 mi

Comparison: 5 similar vehicles

Miles City, MT

2023 Ford Escape ST-Line Elite

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

2023 Ford Escape ST-Line Elite

Miles City, MT

UnscoredInsufficient · 0
$28,92519,451 mi

Miles City, MT

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Miles City, MT

UnscoredInsufficient · 3
$28,934Mileage not verified

Comparison: 3 similar vehicles

Miles City, MT

2021 Jeep Wrangler Unlimited Rubicon

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

2021 Jeep Wrangler Unlimited Rubicon

Miles City, MT

UnscoredInsufficient · 4
$29,50075,847 mi

Comparison: 4 similar vehicles

Miles City, MT

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Miles City, MT

Fair PriceLimited · 12
$29,90025,565 mi

Market: $29,900 – $30,924

Comparison: 12 similar vehicles

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

Miles City, MT

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Miles City, MT

Fair PriceLimited · 12
$29,90024,267 mi

Market: $29,900 – $30,924

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Miles City, MT

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Miles City, MT

Fair PriceLimited · 12
$29,90023,823 mi

Market: $29,900 – $30,924

Comparison: 12 similar vehicles

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

Miles City, MT

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Miles City, MT

Fair PriceLimited · 12
$29,90022,977 mi

Market: $29,900 – $30,924

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Miles City, MT

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Miles City, MT

OverpricedLimited · 18
$29,90035,566 mi

Market: $27,934 – $29,791

Comparison: 18 similar vehicles

Miles City, MT

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Miles City, MT

OverpricedLimited · 12
$30,50020,837 mi

Market: $29,900 – $30,324

Comparison: 12 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Miles City, MT

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Forsyth, MT

UnscoredInsufficient · 0
$31,90020,734 mi

Forsyth, 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

Forsyth, MT

UnscoredLimited · 7
$33,380Mileage not verified

Comparison: 7 similar vehicles

Forsyth, 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

Forsyth, MT

UnscoredLimited · 7
$33,425Mileage not verified

Comparison: 7 similar vehicles

Forsyth, MT

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Miles City, MT

UnscoredInsufficient · 4
$33,894Mileage not verified

Comparison: 4 similar vehicles

Miles City, 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

Forsyth, MT

UnscoredLimited · 7
$34,340Mileage not verified

Comparison: 7 similar vehicles

Forsyth, MT

2026 Jeep Compass Trailhawk

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

2026 Jeep Compass Trailhawk

Miles City, MT

UnscoredInsufficient · 0
$34,555Mileage not verified

Miles City, 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

Miles City, MT

UnscoredInsufficient · 3
$34,889Mileage not verified

Comparison: 3 similar vehicles

Miles City, MT

2026 Ford Bronco Sport Heritage

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

2026 Ford Bronco Sport Heritage

Miles City, MT

UnscoredInsufficient · 0
$35,501Mileage not verified

Miles City, MT

2025 Kia Sorento EX Hybrid

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

2025 Kia Sorento EX Hybrid

Forsyth, MT

UnscoredInsufficient · 0
$35,90020,050 mi

Forsyth, MT

2026 Jeep Wrangler 2-Door Sport

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

2026 Jeep Wrangler 2-Door Sport

Miles City, MT

UnscoredInsufficient · 4
$36,220Mileage not verified

Comparison: 4 similar vehicles

Miles City, 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

Miles City, MT

UnscoredInsufficient · 3
$36,349Mileage not verified

Comparison: 3 similar vehicles

Miles City, MT

2024 Toyota RAV4 XLE

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

2024 Toyota RAV4 XLE

Miles City, MT

UnscoredInsufficient · 0
$36,50043,003 mi

Miles City, MT

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Miles City, MT

UnscoredInsufficient · 4
$36,544Mileage not verified

Comparison: 4 similar vehicles

Miles City, MT

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Miles City, MT

UnscoredInsufficient · 4
$36,544Mileage not verified

Comparison: 4 similar vehicles

Miles City, 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

Miles City, MT

UnscoredInsufficient · 3
$36,599Mileage not verified

Comparison: 3 similar vehicles

Miles City, 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. 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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