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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 11, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.8M used·Listings processed daily

Or explore the market

458 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

Hays, KS

Fair PriceRobust · 73
$26,803Mileage not verified

Market: $23,532 – $35,496

Comparison: 73 similar vehicles

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

Hays, KS

2027 Toyota Unknown

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

2027 Toyota Unknown

Hays, KS

UnscoredInsufficient · 0
$34,977Mileage not verified

Hays, KS

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Hays, KS

UnscoredInsufficient · 0
$37,777Mileage not verified

Hays, KS

2027 Ford Maverick XLT

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

2027 Ford Maverick XLT

Beloit, KS

UnscoredInsufficient · 0
$39,000Mileage not verified

Beloit, KS

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Beloit, KS

UnscoredLimited · 8
$40,869Mileage not verified

Comparison: 8 similar vehicles

Beloit, KS

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Hays, KS

Fair PriceLimited · 17
$45,599Mileage not verified

Market: $44,264 – $52,454

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Hays, KS

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Hays, KS

Fair PriceLimited · 17
$46,369Mileage not verified

Market: $44,264 – $52,454

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 154 days listed (based on current market benchmarks)

Hays, KS

2027 Chrysler Pacifica Limited

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

2027 Chrysler Pacifica Limited

Hays, KS

UnscoredInsufficient · 4
$50,249Mileage not verified

Comparison: 4 similar vehicles

Hays, KS

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Beloit, KS

UnscoredInsufficient · 3
$52,889Mileage not verified

Comparison: 3 similar vehicles

Beloit, KS

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Beloit, KS

UnscoredInsufficient · 3
$52,889Mileage not verified

Comparison: 3 similar vehicles

Beloit, KS

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Beloit, KS

UnscoredInsufficient · 3
$53,534Mileage not verified

Comparison: 3 similar vehicles

Beloit, KS

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Beloit, KS

Fair PriceLimited · 12
$54,360Mileage not verified

Market: $53,280 – $63,469

Comparison: 12 similar vehicles

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

Beloit, KS

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Beloit, KS

UnscoredInsufficient · 3
$55,534Mileage not verified

Comparison: 3 similar vehicles

Beloit, KS

2027 RAM 1500 Pickup Express

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

2027 RAM 1500 Pickup Express

Hays, KS

OverpricedLimited · 11
$56,294Mileage not verified

Market: $48,415 – $54,060

Comparison: 11 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Hays, KS

2027 RAM ProMaster Cargo Van Tradesman

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

2027 RAM ProMaster Cargo Van Tradesman

Hays, KS

UnscoredLimited · 8
$57,099Mileage not verified

Comparison: 8 similar vehicles

Hays, KS

2027 RAM ProMaster Cargo Van Tradesman

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

2027 RAM ProMaster Cargo Van Tradesman

Hays, KS

UnscoredLimited · 8
$57,294Mileage not verified

Comparison: 8 similar vehicles

Hays, KS

2027 Chevrolet Traverse Z71

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

2027 Chevrolet Traverse Z71

Hays, KS

Fair PriceRobust · 184
$57,353Mileage not verified

Market: $49,925 – $60,688

Comparison: 184 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Hays, KS

2027 Chevrolet Traverse Z71

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

2027 Chevrolet Traverse Z71

Hays, KS

Fair PriceRobust · 184
$57,491Mileage not verified

Market: $49,925 – $60,688

Comparison: 184 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Hays, KS

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

Beloit, KS

Fair PriceRobust · 267
$59,375Mileage not verified

Market: $53,411 – $86,899

Comparison: 267 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Beloit, KS

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Beloit, KS

Fair PriceModerate · 24
$61,710Mileage not verified

Market: $57,802 – $63,305

Comparison: 24 similar vehicles

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

Beloit, KS

2027 Ford Explorer ST

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

2027 Ford Explorer ST

Beloit, KS

Fair PriceLimited · 18
$63,660Mileage not verified

Market: $58,900 – $65,221

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Beloit, KS

2027 GMC Acadia Denali

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

2027 GMC Acadia Denali

Beloit, KS

Fair PriceRobust · 85
$65,024Mileage not verified

Market: $60,239 – $68,764

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Beloit, KS

2027 GMC Acadia Denali

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

2027 GMC Acadia Denali

Beloit, KS

UnscoredLimited · 7
$66,724Mileage not verified

Comparison: 7 similar vehicles

Beloit, KS

2027 Ford F-250 Super Duty XL

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

2027 Ford F-250 Super Duty XL

Hays, KS

UnscoredLimited · 9
$71,954Mileage not verified

Comparison: 9 similar vehicles

Hays, KS

2027 Ford F-250 Super Duty XL

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

2027 Ford F-250 Super Duty XL

Hays, KS

UnscoredInsufficient · 0
$71,954Mileage not verified

Hays, KS

2027 RAM 1500 Pickup Laramie

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

2027 RAM 1500 Pickup Laramie

Hays, KS

Fair PriceModerate · 21
$72,524Mileage not verified

Market: $64,480 – $87,875

Comparison: 21 similar vehicles

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

Hays, KS

2027 Chevrolet Tahoe LT

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

2027 Chevrolet Tahoe LT

Hays, KS

Fair PriceLimited · 16
$72,999Mileage not verified

Market: $70,304 – $80,514

Comparison: 16 similar vehicles

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

Hays, KS

2027 Ford Expedition Active

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

2027 Ford Expedition Active

Beloit, KS

Fair PriceRobust · 189
$74,334Mileage not verified

Market: $70,430 – $80,730

Comparison: 189 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 170 days listed (based on current market benchmarks)

Beloit, KS

2027 Ford Expedition Active

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

2027 Ford Expedition Active

Hays, KS

UnscoredLimited · 8
$76,129Mileage not verified

Comparison: 8 similar vehicles

Hays, KS

2027 Ford Expedition Platinum

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

2027 Ford Expedition Platinum

Hays, KS

Fair PriceModerate · 30
$87,349Mileage not verified

Market: $76,556 – $98,600

Comparison: 30 similar vehicles

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

Hays, KS

2027 Ford Expedition Platinum

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

2027 Ford Expedition Platinum

Hays, KS

UnscoredInsufficient · 0
$88,179Mileage not verified

Hays, KS

2027 Chevrolet Tahoe High Country

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

2027 Chevrolet Tahoe High Country

Hays, KS

UnscoredInsufficient · 4
$92,191Mileage not verified

Comparison: 4 similar vehicles

Hays, KS

2027 Chevrolet Tahoe High Country

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

2027 Chevrolet Tahoe High Country

Hays, KS

UnscoredInsufficient · 4
$92,807Mileage not verified

Comparison: 4 similar vehicles

Hays, KS

2027 GMC Yukon AT4 Ultimate

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

2027 GMC Yukon AT4 Ultimate

Beloit, KS

Fair PriceModerate · 30
$102,699Mileage not verified

Market: $100,995 – $105,110

Comparison: 30 similar vehicles

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

Beloit, KS

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Hays, KS

Great DealLimited · 14
$25,489Mileage not verified

Market: $26,385 – $27,778

Comparison: 14 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 80 days listed (based on current market benchmarks)

Hays, KS

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Hays, KS

UnscoredLimited · 6
$25,759Mileage not verified

Comparison: 6 similar vehicles

Hays, KS

2026 Volkswagen Jetta SE

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

2026 Volkswagen Jetta SE

Hays, KS

UnscoredInsufficient · 3
$25,9807,269 mi

Comparison: 3 similar vehicles

Hays, KS

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Hays, KS

UnscoredInsufficient · 3
$26,029Mileage not verified

Comparison: 3 similar vehicles

Hays, KS

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Hays, KS

UnscoredLimited · 6
$27,284Mileage not verified

Comparison: 6 similar vehicles

Hays, KS

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Hays, KS

UnscoredInsufficient · 3
$27,934Mileage not verified

Comparison: 3 similar vehicles

Hays, KS

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Hays, KS

UnscoredInsufficient · 3
$28,489Mileage not verified

Comparison: 3 similar vehicles

Hays, KS

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Hays, KS

UnscoredLimited · 7
$28,612Mileage not verified

Comparison: 7 similar vehicles

Hays, KS

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

Hays, KS

UnscoredInsufficient · 0
$29,38118,047 mi

Hays, KS

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Hays, KS

Fair PriceLimited · 17
$29,799Mileage not verified

Market: $29,840 – $33,750

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 72 days listed (based on current market benchmarks)

Hays, KS

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Beloit, KS

OverpricedRobust · 148
$30,02429,934 mi

Market: $24,499 – $29,990

Comparison: 148 similar vehicles

Beloit, KS

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Hays, KS

Fair PriceLimited · 17
$31,499Mileage not verified

Market: $29,353 – $36,390

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Hays, KS

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

Hays, KS

UnscoredLimited · 6
$31,799Mileage not verified

Comparison: 6 similar vehicles

Hays, KS

2026 Jeep Compass Limited

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

2026 Jeep Compass Limited

Beloit, KS

Fair PriceRobust · 329
$33,229Mileage not verified

Market: $27,487 – $38,018

Comparison: 329 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 235 days listed (based on current market benchmarks)

Beloit, KS

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

Beloit, KS

Fair PriceRobust · 297
$34,344Mileage not verified

Market: $24,385 – $38,565

Comparison: 297 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 137 days listed (based on current market benchmarks)

Beloit, KS

2026 Dodge Durango GT

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

2026 Dodge Durango GT

Phillipsburg, KS

UnscoredLimited · 5
$34,50019,605 mi

Comparison: 5 similar vehicles

Phillipsburg, KS

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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