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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 12, 2026

6M+

Unique vehicles analyzed

as of October 12, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

658 listings found

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Scottsbluff, NE

Fair PriceRobust · 104
$25,780Mileage not verified

Market: $24,477 – $32,843

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Scottsbluff, NE

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Scottsbluff, NE

UnscoredInsufficient · 4
$33,144Mileage not verified

Comparison: 4 similar vehicles

Scottsbluff, NE

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Scottsbluff, NE

UnscoredInsufficient · 4
$33,343Mileage not verified

Comparison: 4 similar vehicles

Scottsbluff, NE

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Scottsbluff, NE

UnscoredInsufficient · 4
$33,343Mileage not verified

Comparison: 4 similar vehicles

Scottsbluff, NE

2027 Toyota Prius Nightshade

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

2027 Toyota Prius Nightshade

Scottsbluff, NE

UnscoredInsufficient · 0
$35,941Mileage not verified

Scottsbluff, NE

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Scottsbluff, NE

UnscoredInsufficient · 0
$36,703Mileage not verified

Scottsbluff, NE

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Scottsbluff, NE

UnscoredLimited · 5
$38,404Mileage not verified

Comparison: 5 similar vehicles

Scottsbluff, NE

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Scottsbluff, NE

UnscoredLimited · 8
$38,779Mileage not verified

Comparison: 8 similar vehicles

Scottsbluff, NE

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Scottsbluff, NE

UnscoredLimited · 5
$38,899Mileage not verified

Comparison: 5 similar vehicles

Scottsbluff, NE

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Kimball, NE

OverpricedRobust · 134
$39,275Mileage not verified

Market: $29,386 – $38,614

Comparison: 134 similar vehicles

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

Kimball, NE

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Scottsbluff, NE

UnscoredLimited · 8
$39,579Mileage not verified

Comparison: 8 similar vehicles

Scottsbluff, NE

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Kimball, NE

Fair PriceRobust · 63
$41,249Mileage not verified

Market: $36,521 – $43,509

Comparison: 63 similar vehicles

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

Kimball, NE

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Scottsbluff, NE

UnscoredLimited · 6
$45,104Mileage not verified

Comparison: 6 similar vehicles

Scottsbluff, NE

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Scottsbluff, NE

UnscoredLimited · 6
$45,254Mileage not verified

Comparison: 6 similar vehicles

Scottsbluff, NE

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Scottsbluff, NE

UnscoredLimited · 6
$45,704Mileage not verified

Comparison: 6 similar vehicles

Scottsbluff, NE

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Scottsbluff, NE

UnscoredLimited · 6
$45,704Mileage not verified

Comparison: 6 similar vehicles

Scottsbluff, NE

2027 Toyota Unknown

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

2027 Toyota Unknown

Scottsbluff, NE

UnscoredInsufficient · 0
$46,847Mileage not verified

Scottsbluff, NE

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Scottsbluff, NE

Fair PriceRobust · 114
$48,232Mileage not verified

Market: $40,769 – $51,154

Comparison: 114 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Scottsbluff, NE

2027 Dodge Durango GT HEMI V8

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

2027 Dodge Durango GT HEMI V8

Scottsbluff, NE

UnscoredLimited · 8
$49,660Mileage not verified

Comparison: 8 similar vehicles

Scottsbluff, NE

2027 Honda Odyssey Touring

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

2027 Honda Odyssey Touring

Scottsbluff, NE

Fair PriceLimited · 13
$49,845Mileage not verified

Market: $48,145 – $50,288

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Scottsbluff, NE

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Scottsbluff, NE

UnscoredInsufficient · 4
$50,299Mileage not verified

Comparison: 4 similar vehicles

Scottsbluff, NE

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Scottsbluff, NE

UnscoredLimited · 5
$51,419Mileage not verified

Comparison: 5 similar vehicles

Scottsbluff, NE

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Scottsbluff, NE

UnscoredInsufficient · 4
$51,672Mileage not verified

Comparison: 4 similar vehicles

Scottsbluff, NE

2027 Chevrolet Traverse Z71

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

2027 Chevrolet Traverse Z71

Scottsbluff, NE

UnscoredLimited · 9
$52,616Mileage not verified

Comparison: 9 similar vehicles

Scottsbluff, NE

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Scottsbluff, NE

UnscoredInsufficient · 4
$52,899Mileage not verified

Comparison: 4 similar vehicles

Scottsbluff, NE

2027 RAM 3500 Pickup Tradesman

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

2027 RAM 3500 Pickup Tradesman

Scottsbluff, NE

Fair PriceRobust · 133
$53,575Mileage not verified

Market: $53,575 – $81,449

Comparison: 133 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Scottsbluff, NE

2027 RAM 3500 Pickup Tradesman

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

2027 RAM 3500 Pickup Tradesman

Scottsbluff, NE

Fair PriceRobust · 133
$53,575Mileage not verified

Market: $53,575 – $81,449

Comparison: 133 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Scottsbluff, NE

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Kimball, NE

Fair PriceRobust · 143
$54,504Mileage not verified

Market: $42,979 – $55,881

Comparison: 143 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Kimball, NE

2027 Chevrolet Traverse Z71

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

2027 Chevrolet Traverse Z71

Kimball, NE

Fair PriceRobust · 283
$57,918Mileage not verified

Market: $48,684 – $62,560

Comparison: 283 similar vehicles

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

Kimball, NE

2027 Ford F-250 Super Duty XLT

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

2027 Ford F-250 Super Duty XLT

Scottsbluff, NE

UnscoredInsufficient · 3
$58,779Mileage not verified

Comparison: 3 similar vehicles

Scottsbluff, NE

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Scottsbluff, NE

Fair PriceRobust · 228
$59,200Mileage not verified

Market: $55,213 – $70,609

Comparison: 228 similar vehicles

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

Scottsbluff, NE

2027 Chevrolet Traverse RS

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

2027 Chevrolet Traverse RS

Scottsbluff, NE

UnscoredInsufficient · 0
$60,394Mileage not verified

Scottsbluff, NE

2027 Chevrolet Traverse Z71

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

2027 Chevrolet Traverse Z71

Scottsbluff, NE

UnscoredLimited · 9
$60,471Mileage not verified

Comparison: 9 similar vehicles

Scottsbluff, NE

2027 GMC Acadia Denali

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

2027 GMC Acadia Denali

Scottsbluff, NE

UnscoredInsufficient · 0
$60,614Mileage not verified

Scottsbluff, NE

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Scottsbluff, NE

Fair PriceRobust · 60
$61,511Mileage not verified

Market: $54,331 – $66,108

Comparison: 60 similar vehicles

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

Scottsbluff, NE

2027 GMC Acadia Denali

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

2027 GMC Acadia Denali

Scottsbluff, NE

UnscoredInsufficient · 0
$61,648Mileage not verified

Scottsbluff, NE

2027 Ford Explorer ST

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

2027 Ford Explorer ST

Scottsbluff, NE

Fair PriceRobust · 96
$62,663Mileage not verified

Market: $59,149 – $71,859

Comparison: 96 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Scottsbluff, NE

2027 Ford F-350 Super Duty XL

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

2027 Ford F-350 Super Duty XL

Alliance, NE

Fair PriceRobust · 80
$63,371Mileage not verified

Market: $51,500 – $81,189

Comparison: 80 similar vehicles

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

Alliance, NE

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Scottsbluff, NE

Fair PriceRobust · 89
$64,035Mileage not verified

Market: $48,271 – $65,369

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Scottsbluff, NE

2027 Ford Transit Van Base

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

2027 Ford Transit Van Base

Scottsbluff, NE

Fair PriceRobust · 210
$64,839Mileage not verified

Market: $50,499 – $73,830

Comparison: 210 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Scottsbluff, NE

2027 Ford Transit Van Base

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

2027 Ford Transit Van Base

Alliance, NE

Fair PriceRobust · 209
$64,976Mileage not verified

Market: $50,499 – $73,830

Comparison: 209 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Alliance, NE

2027 RAM 1500 Pickup Rebel

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

2027 RAM 1500 Pickup Rebel

Scottsbluff, NE

Fair PriceRobust · 338
$68,055Mileage not verified

Market: $58,381 – $82,489

Comparison: 338 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Scottsbluff, NE

2027 RAM 1500 Pickup Rebel

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

2027 RAM 1500 Pickup Rebel

Scottsbluff, NE

Fair PriceRobust · 338
$68,500Mileage not verified

Market: $58,381 – $82,489

Comparison: 338 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Scottsbluff, NE

2027 Ford F-350 Super Duty XLT

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

2027 Ford F-350 Super Duty XLT

Scottsbluff, NE

UnscoredInsufficient · 3
$70,139Mileage not verified

Comparison: 3 similar vehicles

Scottsbluff, NE

2027 Ford F-250 Super Duty XLT

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

2027 Ford F-250 Super Duty XLT

Scottsbluff, NE

UnscoredInsufficient · 3
$72,319Mileage not verified

Comparison: 3 similar vehicles

Scottsbluff, NE

2027 Jeep Grand Wagoneer L Base

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

2027 Jeep Grand Wagoneer L Base

Scottsbluff, NE

UnscoredInsufficient · 4
$72,880Mileage not verified

Comparison: 4 similar vehicles

Scottsbluff, NE

2027 Jeep Grand Wagoneer L Base

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

2027 Jeep Grand Wagoneer L Base

Scottsbluff, NE

UnscoredInsufficient · 4
$72,880Mileage not verified

Comparison: 4 similar vehicles

Scottsbluff, NE

2027 Toyota Land Cruiser 1958

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

2027 Toyota Land Cruiser 1958

Scottsbluff, NE

Fair PriceRobust · 58
$73,945Mileage not verified

Market: $59,874 – $75,179

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Scottsbluff, NE

2027 Ford F-350 Super Duty Chassis Cab XL

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

2027 Ford F-350 Super Duty Chassis Cab XL

Scottsbluff, NE

Fair PriceModerate · 21
$75,741Mileage not verified

Market: $69,999 – $79,485

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Scottsbluff, NE

2027 Ford F-350 Super Duty Chassis Cab XL

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

2027 Ford F-350 Super Duty Chassis Cab XL

Scottsbluff, NE

Fair PriceModerate · 21
$75,741Mileage not verified

Market: $69,999 – $79,485

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Scottsbluff, NE

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, 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. 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 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 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.

Related questions

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