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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 that ranks live dealer inventory by price-to-market against comparable listings. Days-on-lot and sell-through from similar vehicles are shown separately as Demand-Verified evidence, not inputs to the price ranking.

Market snapshot · September 23, 2026

5.7M+

Unique vehicles analyzed

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

139 listings found

No Photo

2027 Ford Explorer Tremor

Winnemucca, NV

UnscoredInsufficient · 3
$62,444Mileage not verified

Comparison: 3 similar vehicles

Winnemucca, NV

No Photo

2027 Ford Explorer Tremor

Winnemucca, NV

UnscoredInsufficient · 3
$63,189Mileage not verified

Comparison: 3 similar vehicles

Winnemucca, NV

No Photo

2027 Ford Explorer Tremor

Winnemucca, NV

UnscoredInsufficient · 3
$63,344Mileage not verified

Comparison: 3 similar vehicles

Winnemucca, NV

No Photo

2027 Ford Explorer Tremor

Winnemucca, NV

UnscoredInsufficient · 3
$63,579Mileage not verified

Comparison: 3 similar vehicles

Winnemucca, NV

No Photo

2027 Ford Expedition Active

Winnemucca, NV

Great DealModerate · 39
$72,972Mileage not verified

Market: $73,109$81,670

Comparison: 39 similar vehicles

Winnemucca, NV

No Photo

2027 Ford F-350 Super Duty Chassis Cab XL

Winnemucca, NV

UnscoredInsufficient · 4
$73,404Mileage not verified

Comparison: 4 similar vehicles

Winnemucca, NV

No Photo

2027 Ford F-350 Super Duty Chassis Cab XL

Winnemucca, NV

UnscoredInsufficient · 4
$73,404Mileage not verified

Comparison: 4 similar vehicles

Winnemucca, NV

No Photo

2027 Ford F-350 Super Duty Chassis Cab XL

Winnemucca, NV

UnscoredInsufficient · 4
$75,244Mileage not verified

Comparison: 4 similar vehicles

Winnemucca, NV

No Photo

2027 Ford Expedition Active

Winnemucca, NV

Fair PriceModerate · 39
$78,684Mileage not verified

Market: $72,972$81,670

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2027 Ford F-350 Super Duty XLT

Winnemucca, NV

Fair PriceModerate · 33
$79,634Mileage not verified

Market: $59,895$87,294

Comparison: 33 similar vehicles

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

Winnemucca, NV

No Photo

2027 Ford F-350 Super Duty XLT

Winnemucca, NV

Fair PriceModerate · 33
$81,209Mileage not verified

Market: $59,895$87,294

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2027 Ford F-250 Super Duty XLT

Winnemucca, NV

Fair PriceModerate · 40
$82,744Mileage not verified

Market: $59,209$83,274

Comparison: 40 similar vehicles

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

Winnemucca, NV

No Photo

2027 Ford Expedition Tremor

Winnemucca, NV

Fair PriceRobust · 62
$85,476Mileage not verified

Market: $82,082$91,160

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 102 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2027 Ford Expedition Platinum

Winnemucca, NV

Fair PriceRobust · 107
$85,574Mileage not verified

Market: $78,326$96,324

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2027 Ford Expedition Platinum

Winnemucca, NV

Fair PriceRobust · 107
$86,134Mileage not verified

Market: $78,326$96,324

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2027 Ford F-350 Super Duty XLT

Winnemucca, NV

Fair PriceModerate · 33
$86,184Mileage not verified

Market: $59,895$87,294

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2027 Ford Expedition Platinum

Winnemucca, NV

Fair PriceRobust · 107
$86,451Mileage not verified

Market: $78,326$96,324

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2027 Ford Expedition Tremor

Winnemucca, NV

Fair PriceRobust · 62
$88,619Mileage not verified

Market: $82,082$91,160

Comparison: 62 similar vehicles

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

Winnemucca, NV

No Photo

2027 Ford F-350 Super Duty Platinum

Winnemucca, NV

Fair PriceRobust · 78
$103,684Mileage not verified

Market: $80,611$117,314

Comparison: 78 similar vehicles

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

Winnemucca, NV

No Photo

2026 Ford Bronco Sport Big Bend

Winnemucca, NV

UnscoredInsufficient · 3
$33,024Mileage not verified

Comparison: 3 similar vehicles

Winnemucca, NV

No Photo

2026 Ford Bronco Sport Outer Banks

Winnemucca, NV

UnscoredInsufficient · 3
$34,534Mileage not verified

Comparison: 3 similar vehicles

Winnemucca, NV

No Photo

2026 Ford Mustang EcoBoost

Winnemucca, NV

Fair PriceModerate · 44
$35,484Mileage not verified

Market: $29,634$40,175

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2026 Ford Bronco Sport Outer Banks

Winnemucca, NV

UnscoredInsufficient · 3
$36,872Mileage not verified

Comparison: 3 similar vehicles

Winnemucca, NV

No Photo

2026 Ford Bronco Sport Outer Banks

Winnemucca, NV

UnscoredInsufficient · 3
$36,914Mileage not verified

Comparison: 3 similar vehicles

Winnemucca, NV

No Photo

2026 Ford Bronco Sport Big Bend

Winnemucca, NV

UnscoredInsufficient · 3
$36,919Mileage not verified

Comparison: 3 similar vehicles

Winnemucca, NV

No Photo

2026 Ford Maverick Lobo Standard

Winnemucca, NV

UnscoredInsufficient · 0
$37,154Mileage not verified

Winnemucca, NV

No Photo

2026 Ford Bronco Sport Outer Banks

Winnemucca, NV

UnscoredInsufficient · 3
$37,714Mileage not verified

Comparison: 3 similar vehicles

Winnemucca, NV

No Photo

2026 Ford Maverick Lobo Standard

Winnemucca, NV

UnscoredInsufficient · 0
$37,719Mileage not verified

Winnemucca, NV

No Photo

2026 Ford Maverick XLT

Winnemucca, NV

Fair PriceRobust · 186
$37,810Mileage not verified

Market: $28,554$40,145

Comparison: 186 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2026 Ford Ranger XL

Winnemucca, NV

Fair PriceModerate · 46
$38,624Mileage not verified

Market: $34,726$40,670

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2026 Ford Bronco Sport Big Bend

Winnemucca, NV

UnscoredInsufficient · 3
$39,114Mileage not verified

Comparison: 3 similar vehicles

Winnemucca, NV

No Photo

2026 Ford Bronco Sport Big Bend

Winnemucca, NV

UnscoredInsufficient · 3
$39,919Mileage not verified

Comparison: 3 similar vehicles

Winnemucca, NV

No Photo

2026 Ford Bronco Sport Badlands

Winnemucca, NV

Fair PriceRobust · 128
$40,344Mileage not verified

Market: $32,848$45,810

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2026 Ford Explorer Active

Winnemucca, NV

Fair PriceModerate · 23
$40,874Mileage not verified

Market: $37,160$50,570

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2026 Ford Bronco 4-Door Big Bend

Winnemucca, NV

Great DealRobust · 138
$41,320Mileage not verified

Market: $41,457$58,000

Comparison: 138 similar vehicles

Winnemucca, NV

No Photo

2026 Ford Mustang EcoBoost Premium

Winnemucca, NV

Fair PriceLimited · 10
$43,174Mileage not verified

Market: $38,487$45,175

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 259 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2026 Ford Ranger XLT

Winnemucca, NV

UnscoredInsufficient · 3
$43,187Mileage not verified

Comparison: 3 similar vehicles

Winnemucca, NV

No Photo

2026 Ford Ranger XLT

Winnemucca, NV

UnscoredInsufficient · 3
$43,664Mileage not verified

Comparison: 3 similar vehicles

Winnemucca, NV

No Photo

2026 Ford Explorer Active

Winnemucca, NV

Fair PriceModerate · 23
$43,980Mileage not verified

Market: $37,160$50,570

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 236 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2026 Ford Explorer Active

Winnemucca, NV

Fair PriceModerate · 23
$43,980Mileage not verified

Market: $37,160$50,570

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 251 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2026 Ford Ranger XLT

Winnemucca, NV

UnscoredInsufficient · 3
$44,479Mileage not verified

Comparison: 3 similar vehicles

Winnemucca, NV

No Photo

2026 Ford Bronco 4-Door Big Bend

Winnemucca, NV

Fair PriceRobust · 138
$45,314Mileage not verified

Market: $41,320$58,000

Comparison: 138 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2026 Ford Explorer ST-LINE

Winnemucca, NV

Fair PriceModerate · 23
$46,199Mileage not verified

Market: $43,184$54,405

Comparison: 23 similar vehicles

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

Winnemucca, NV

No Photo

2026 Ford Bronco 4-Door Big Bend

Winnemucca, NV

Fair PriceRobust · 138
$46,619Mileage not verified

Market: $41,320$58,000

Comparison: 138 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2026 Ford F-150 STX

Winnemucca, NV

Fair PriceRobust · 281
$47,569Mileage not verified

Market: $39,800$56,630

Comparison: 281 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2026 Ford Explorer ST-LINE

Winnemucca, NV

Fair PriceModerate · 23
$48,347Mileage not verified

Market: $43,184$54,405

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 278 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2026 Ford F-150 STX

Winnemucca, NV

Fair PriceRobust · 280
$49,164Mileage not verified

Market: $39,800$56,630

Comparison: 280 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Winnemucca, NV

No Photo

2026 Ford Ranger Lariat

Winnemucca, NV

UnscoredInsufficient · 0
$52,4944,008 mi

Winnemucca, NV

No Photo

2026 Ford F-150 XLT

Winnemucca, NV

UnscoredLimited · 5
$53,792Mileage not verified

Comparison: 5 similar vehicles

Winnemucca, NV

No Photo

2026 Ford Bronco 4-Door Badlands

Winnemucca, NV

UnscoredInsufficient · 4
$54,398Mileage not verified

Comparison: 4 similar vehicles

Winnemucca, NV

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 adds a price below the comparable market range. 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.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Live examples

OAV answers these questions

What are the best priced vehicles?
OAV ranks vehicles by how far below their typical market range they are listed, using comparable listings; days-on-lot is shown as a separate demand signal, not a ranking input. 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. Every market page surfaces these first in its deal sections, with each listing's percentage gap below the comparable-range floor shown beside it.
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 evaluates every eligible listing against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. A listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal and surfaced first; one priced within the comparable range, or below the floor by less than that margin is Fair Price.

How OAV works

How does OAV rate vehicle deals?
OAV evaluates every eligible listing against similar vehicles currently available, positioning its asking price within the supported comparable range. 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. Every listing shows its current days on lot, and every market page shows the average days on lot for that metro or body type. It is a direct signal of local demand and pricing pressure.
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 manage their profile, 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, exports, and enhanced merchandising.
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.

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