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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 10, 2026

5.9M+

Unique vehicles analyzed

as of October 9, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

1,538 listings found

2027 Toyota Corolla SE

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

2027 Toyota Corolla SE

Fort Morgan, CO

Fair PriceLimited · 13
$30,983Mileage not verified

Market: $26,968 – $32,439

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Fort Morgan, CO

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Brush, CO

UnscoredInsufficient · 3
$44,271Mileage not verified

Comparison: 3 similar vehicles

Brush, CO

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Brush, CO

UnscoredInsufficient · 3
$45,271Mileage not verified

Comparison: 3 similar vehicles

Brush, CO

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Yuma, CO

Fair PriceRobust · 146
$48,375Mileage not verified

Market: $42,979 – $55,881

Comparison: 146 similar vehicles

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

Yuma, CO

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Brush, CO

UnscoredInsufficient · 3
$49,914Mileage not verified

Comparison: 3 similar vehicles

Brush, CO

2027 Jeep Grand Cherokee Limited

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

2027 Jeep Grand Cherokee Limited

Fort Morgan, CO

Fair PriceRobust · 227
$53,448Mileage not verified

Market: $47,486 – $57,005

Comparison: 227 similar vehicles

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

Fort Morgan, CO

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

Yuma, CO

OverpricedModerate · 30
$54,078Mileage not verified

Market: $46,465 – $50,794

Comparison: 30 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Yuma, CO

2027 RAM 1500 Pickup Warlock

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

2027 RAM 1500 Pickup Warlock

Yuma, CO

UnscoredInsufficient · 3
$58,073Mileage not verified

Comparison: 3 similar vehicles

Yuma, CO

2027 Jeep Wrangler 4-Door Rewind

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

2027 Jeep Wrangler 4-Door Rewind

Sterling, CO

Fair PriceModerate · 21
$58,292Mileage not verified

Market: $55,348 – $59,169

Comparison: 21 similar vehicles

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

Sterling, CO

2027 RAM 1500 Pickup Warlock

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

2027 RAM 1500 Pickup Warlock

Sterling, CO

UnscoredInsufficient · 4
$58,368Mileage not verified

Comparison: 4 similar vehicles

Sterling, CO

2027 Dodge Charger R/T

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

2027 Dodge Charger R/T

Sterling, CO

UnscoredInsufficient · 0
$58,638Mileage not verified

Sterling, CO

2027 Dodge Charger Scat Pack

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

2027 Dodge Charger Scat Pack

Sterling, CO

UnscoredInsufficient · 0
$59,523Mileage not verified

Sterling, CO

2027 Chevrolet Traverse Z71

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

2027 Chevrolet Traverse Z71

Sterling, CO

Fair PriceRobust · 277
$62,560Mileage not verified

Market: $48,684 – $65,050

Comparison: 277 similar vehicles

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

Sterling, CO

2027 GMC Acadia Denali

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

2027 GMC Acadia Denali

Yuma, CO

Fair PriceModerate · 44
$64,780Mileage not verified

Market: $60,895 – $70,284

Comparison: 44 similar vehicles

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

Yuma, CO

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

Sterling, CO

Fair PriceRobust · 246
$66,808Mileage not verified

Market: $57,641 – $70,609

Comparison: 246 similar vehicles

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

Sterling, CO

2027 Jeep Wrangler 2-Door Rubicon

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

2027 Jeep Wrangler 2-Door Rubicon

Sterling, CO

UnscoredInsufficient · 4
$66,943Mileage not verified

Comparison: 4 similar vehicles

Sterling, CO

2027 Jeep Grand Cherokee L Summit

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

2027 Jeep Grand Cherokee L Summit

Yuma, CO

Fair PriceRobust · 60
$67,983Mileage not verified

Market: $63,594 – $70,686

Comparison: 60 similar vehicles

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

Yuma, CO

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

Fort Morgan, CO

Fair PriceRobust · 329
$69,445Mileage not verified

Market: $61,881 – $84,655

Comparison: 329 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Fort Morgan, CO

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

Sterling, CO

UnscoredInsufficient · 3
$69,748Mileage not verified

Comparison: 3 similar vehicles

Sterling, CO

2027 Ford Expedition Active

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

2027 Ford Expedition Active

Brush, CO

UnscoredLimited · 5
$71,771Mileage not verified

Comparison: 5 similar vehicles

Brush, CO

2027 Ford Expedition Active

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

2027 Ford Expedition Active

Brush, CO

UnscoredLimited · 5
$73,771Mileage not verified

Comparison: 5 similar vehicles

Brush, CO

2027 Ford Expedition Active

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

2027 Ford Expedition Active

Brush, CO

UnscoredLimited · 5
$73,771Mileage not verified

Comparison: 5 similar vehicles

Brush, CO

2027 RAM 2500 Pickup Tradesman/Black Express

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

2027 RAM 2500 Pickup Tradesman/Black Express

Yuma, CO

Fair PriceRobust · 70
$76,188Mileage not verified

Market: $58,800 – $78,864

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Yuma, CO

2027 Jeep Wrangler 4-Door Willys 392

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

2027 Jeep Wrangler 4-Door Willys 392

Sterling, CO

Fair PriceModerate · 37
$76,530Mileage not verified

Market: $71,472 – $77,329

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Sterling, CO

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

Sterling, CO

Fair PriceRobust · 326
$77,253Mileage not verified

Market: $64,432 – $85,374

Comparison: 326 similar vehicles

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

Sterling, CO

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

Sterling, CO

Fair PriceRobust · 326
$78,223Mileage not verified

Market: $64,432 – $85,374

Comparison: 326 similar vehicles

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

Sterling, CO

2027 Ford Expedition Active

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

2027 Ford Expedition Active

Sterling, CO

UnscoredInsufficient · 4
$79,480Mileage not verified

Comparison: 4 similar vehicles

Sterling, CO

2027 Ford F-350 Super Duty Lariat

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

2027 Ford F-350 Super Duty Lariat

Brush, CO

UnscoredInsufficient · 4
$81,299Mileage not verified

Comparison: 4 similar vehicles

Brush, CO

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

Sterling, CO

Fair PriceRobust · 326
$83,068Mileage not verified

Market: $64,432 – $85,374

Comparison: 326 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Sterling, CO

2027 RAM 1500 Pickup Limited Longhorn

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

2027 RAM 1500 Pickup Limited Longhorn

Fort Morgan, CO

Fair PriceLimited · 11
$85,063Mileage not verified

Market: $74,023 – $92,199

Comparison: 11 similar vehicles

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

Fort Morgan, CO

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

Brush, CO

Fair PriceRobust · 110
$86,474Mileage not verified

Market: $55,909 – $89,274

Comparison: 110 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Brush, CO

2027 Ford Expedition Tremor

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

2027 Ford Expedition Tremor

Sterling, CO

Fair PriceRobust · 62
$86,580Mileage not verified

Market: $76,593 – $107,758

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Sterling, CO

2027 RAM 2500 Pickup Laramie

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

2027 RAM 2500 Pickup Laramie

Yuma, CO

Fair PriceRobust · 173
$87,618Mileage not verified

Market: $72,766 – $95,754

Comparison: 173 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Yuma, CO

2027 RAM 1500 Pickup Limited Longhorn

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

2027 RAM 1500 Pickup Limited Longhorn

Sterling, CO

UnscoredInsufficient · 3
$88,048Mileage not verified

Comparison: 3 similar vehicles

Sterling, CO

2027 Ford Expedition Platinum

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

2027 Ford Expedition Platinum

Brush, CO

Fair PriceRobust · 211
$88,304Mileage not verified

Market: $79,884 – $100,611

Comparison: 211 similar vehicles

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

Brush, CO

2027 Ford F-250 Super Duty Lariat

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

2027 Ford F-250 Super Duty Lariat

Sterling, CO

Fair PriceRobust · 79
$89,580Mileage not verified

Market: $72,499 – $99,174

Comparison: 79 similar vehicles

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

Sterling, CO

2027 RAM 2500 Pickup Laramie

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

2027 RAM 2500 Pickup Laramie

Sterling, CO

UnscoredLimited · 5
$89,760Mileage not verified

Comparison: 5 similar vehicles

Sterling, CO

2027 Ford F-250 Super Duty Lariat

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

2027 Ford F-250 Super Duty Lariat

Brush, CO

UnscoredInsufficient · 3
$90,474Mileage not verified

Comparison: 3 similar vehicles

Brush, CO

2027 Chevrolet Tahoe Premier

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

2027 Chevrolet Tahoe Premier

Yuma, CO

Fair PriceModerate · 22
$91,390Mileage not verified

Market: $84,280 – $96,819

Comparison: 22 similar vehicles

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

Yuma, CO

2027 RAM 1500 Pickup Tungsten

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

2027 RAM 1500 Pickup Tungsten

Fort Morgan, CO

Fair PriceModerate · 40
$91,508Mileage not verified

Market: $84,557 – $98,089

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Fort Morgan, CO

2027 RAM 3500 Pickup Laramie

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

2027 RAM 3500 Pickup Laramie

Fort Morgan, CO

UnscoredInsufficient · 3
$92,803Mileage not verified

Comparison: 3 similar vehicles

Fort Morgan, CO

2027 Ford F-350 Super Duty Lariat

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

2027 Ford F-350 Super Duty Lariat

Sterling, CO

UnscoredInsufficient · 3
$93,860Mileage not verified

Comparison: 3 similar vehicles

Sterling, CO

2027 RAM 2500 Pickup Laramie

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

2027 RAM 2500 Pickup Laramie

Sterling, CO

UnscoredLimited · 5
$94,515Mileage not verified

Comparison: 5 similar vehicles

Sterling, CO

2027 Dodge Durango SRT Hellcat Jailbreak

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

2027 Dodge Durango SRT Hellcat Jailbreak

Fort Morgan, CO

UnscoredInsufficient · 4
$95,528Mileage not verified

Comparison: 4 similar vehicles

Fort Morgan, CO

2027 Ford F-450 Super Duty Lariat

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

2027 Ford F-450 Super Duty Lariat

Sterling, CO

UnscoredLimited · 5
$95,805Mileage not verified

Comparison: 5 similar vehicles

Sterling, CO

2027 RAM 3500 Pickup Laramie

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

2027 RAM 3500 Pickup Laramie

Fort Morgan, CO

UnscoredInsufficient · 3
$96,343Mileage not verified

Comparison: 3 similar vehicles

Fort Morgan, CO

2027 RAM 3500 Pickup Laramie

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

2027 RAM 3500 Pickup Laramie

Sterling, CO

UnscoredInsufficient · 3
$97,130Mileage not verified

Comparison: 3 similar vehicles

Sterling, CO

2027 RAM 3500 Pickup Laramie

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

2027 RAM 3500 Pickup Laramie

Sterling, CO

UnscoredInsufficient · 3
$97,440Mileage not verified

Comparison: 3 similar vehicles

Sterling, CO

2027 RAM 2500 Pickup Limited

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

2027 RAM 2500 Pickup Limited

Sterling, CO

Fair PriceModerate · 43
$102,040Mileage not verified

Market: $95,785 – $106,424

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Sterling, CO

2027 Ford F-450 Super Duty King Ranch

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

2027 Ford F-450 Super Duty King Ranch

Sterling, CO

UnscoredInsufficient · 0
$103,640Mileage not verified

Sterling, CO

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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