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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 22, 2026

5.7M+

Vehicles analyzed

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Processed daily

Cited in Wall Street sell-side equity research, April 2026

Or explore the market

303 listings found

No Photo

2027 Chevrolet Traverse LT

Yuma, CO

Fair PriceRobust · 102
$48,375Mileage not verified

Market: $42,489$55,881

Comparison: 102 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2027 Ford Explorer Tremor

Benkelman, NE

Fair PriceRobust · 50
$53,280Mileage not verified

Market: $49,189$65,625

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Benkelman, NE

No Photo

2027 Jeep Grand Cherokee Limited

Yuma, CO

Fair PriceRobust · 187
$53,448Mileage not verified

Market: $46,948$55,970

Comparison: 187 similar vehicles

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

Yuma, CO

No Photo

2027 Ford Explorer Tremor

Benkelman, NE

Fair PriceRobust · 50
$54,480Mileage not verified

Market: $49,189$65,625

Comparison: 50 similar vehicles

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

Benkelman, NE

No Photo

2027 Ford F-250 Super Duty XLT

Benkelman, NE

Fair PriceRobust · 63
$63,250Mileage not verified

Market: $57,441$87,890

Comparison: 63 similar vehicles

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

Benkelman, NE

No Photo

2027 Ford F-350 Super Duty XLT

Benkelman, NE

Fair PriceRobust · 58
$67,235Mileage not verified

Market: $58,151$89,274

Comparison: 58 similar vehicles

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

Benkelman, NE

No Photo

2027 Ford F-250 Super Duty Lariat

Wray, CO

Fair PriceRobust · 77
$75,690Mileage not verified

Market: $69,353$99,669

Comparison: 77 similar vehicles

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

Wray, CO

No Photo

2027 Ford F-250 Super Duty Lariat

Wray, CO

Fair PriceRobust · 77
$79,945Mileage not verified

Market: $69,353$99,669

Comparison: 77 similar vehicles

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

Wray, CO

No Photo

2027 Ford Expedition Platinum

Benkelman, NE

Fair PriceRobust · 190
$80,710Mileage not verified

Market: $79,203$100,611

Comparison: 190 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Benkelman, NE

No Photo

2027 Ford Expedition Platinum

Wray, CO

Fair PriceRobust · 248
$86,507Mileage not verified

Market: $79,203$100,611

Comparison: 248 similar vehicles

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

Wray, CO

No Photo

2027 RAM 2500 Pickup Laramie

Yuma, CO

Fair PriceRobust · 165
$87,618Mileage not verified

Market: $73,774$96,425

Comparison: 165 similar vehicles

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

Yuma, CO

No Photo

2027 Ford Expedition Platinum

Wray, CO

Fair PriceRobust · 248
$99,432Mileage not verified

Market: $79,203$100,611

Comparison: 248 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Wray, CO

No Photo

2026 Chevrolet Trax RS

Imperial, NE

Fair PriceRobust · 135
$25,665Mileage not verified

Market: $24,214$30,269

Comparison: 135 similar vehicles

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

Imperial, NE

No Photo

2026 Mazda CX-30 Aire Edition

Yuma, CO

Great DealLimited · 18
$27,2653,413 mi

Market: $27,541$34,368

Comparison: 18 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 242 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2026 Hyundai Tucson SE

Yuma, CO

UnscoredLimited · 6
$31,9761,256 mi

Comparison: 6 similar vehicles

Yuma, CO

No Photo

2026 Mazda CX-30 Aire Edition

Yuma, CO

OverpricedLimited · 18
$33,120Mileage not verified

Market: $27,265$32,372

Comparison: 18 similar vehicles

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

Yuma, CO

No Photo

2026 Mazda CX-5 S Select

Yuma, CO

Fair PriceModerate · 21
$34,000Mileage not verified

Market: $32,772$36,419

Comparison: 21 similar vehicles

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

Yuma, CO

No Photo

2026 Mazda CX-50 Meridian Edition

Yuma, CO

UnscoredLimited · 6
$35,471Mileage not verified

Comparison: 6 similar vehicles

Yuma, CO

No Photo

2026 Mazda CX-5 S Preferred

Yuma, CO

Fair PriceModerate · 42
$36,410Mileage not verified

Market: $36,370$38,765

Comparison: 42 similar vehicles

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

Yuma, CO

No Photo

2026 Mazda CX-5 S Preferred

Yuma, CO

Fair PriceModerate · 42
$37,517850 mi

Market: $36,370$38,513

Comparison: 42 similar vehicles

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

Yuma, CO

No Photo

2026 Hyundai Palisade SEL

Yuma, CO

Fair PriceModerate · 34
$37,89824,674 mi

Market: $34,900$44,482

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2026 Mazda CX-50 Premium

Yuma, CO

Fair PriceModerate · 39
$38,050Mileage not verified

Market: $36,358$42,600

Comparison: 39 similar vehicles

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

Yuma, CO

No Photo

2026 Ford Maverick XLT

Wray, CO

Fair PriceRobust · 386
$38,455Mileage not verified

Market: $29,631$49,990

Comparison: 386 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Wray, CO

No Photo

2026 Jeep Compass Trailhawk

Yuma, CO

Fair PriceRobust · 120
$38,880Mileage not verified

Market: $31,534$40,244

Comparison: 120 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2026 Jeep Cherokee Limited

Yuma, CO

UnscoredLimited · 7
$39,563Mileage not verified

Comparison: 7 similar vehicles

Yuma, CO

No Photo

2026 Honda Ridgeline RTL

Yuma, CO

UnscoredLimited · 8
$39,98820,647 mi

Comparison: 8 similar vehicles

Yuma, CO

No Photo

2026 Chevrolet Blazer 2LT

Yuma, CO

Fair PriceModerate · 45
$41,955Mileage not verified

Market: $35,720$45,149

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2026 Jeep Cherokee Overland

Yuma, CO

Fair PriceRobust · 69
$43,724Mileage not verified

Market: $36,789$48,899

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2026 GMC Sierra 1500 Pro

Yuma, CO

Fair PriceRobust · 189
$46,020Mileage not verified

Market: $39,529$67,613

Comparison: 189 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2026 RAM 1500 Pickup Express

Yuma, CO

UnscoredLimited · 6
$46,074Mileage not verified

Comparison: 6 similar vehicles

Yuma, CO

No Photo

2026 RAM 1500 Pickup Express

Yuma, CO

UnscoredLimited · 6
$46,202Mileage not verified

Comparison: 6 similar vehicles

Yuma, CO

No Photo

2026 RAM 1500 Pickup Big Horn/Lone Star

Yuma, CO

Great DealModerate · 40
$47,101Mileage not verified

Market: $47,492$72,881

Comparison: 40 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 89 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2026 RAM 1500 Pickup Express

Yuma, CO

UnscoredLimited · 6
$47,171Mileage not verified

Comparison: 6 similar vehicles

Yuma, CO

No Photo

2026 Jeep Grand Cherokee L Limited Reserve

Yuma, CO

Fair PriceRobust · 57
$47,185Mileage not verified

Market: $47,107$59,399

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2026 Jeep Wrangler 4-Door 85th Anniversary Edition

Yuma, CO

Fair PriceRobust · 68
$47,198Mileage not verified

Market: $45,499$56,739

Comparison: 68 similar vehicles

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

Yuma, CO

No Photo

2026 Chrysler Pacifica Limited

Yuma, CO

Great DealModerate · 44
$47,343Mileage not verified

Market: $49,790$60,779

Comparison: 44 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 345 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2026 RAM 1500 Pickup Big Horn/Lone Star

Yuma, CO

Fair PriceModerate · 40
$48,140Mileage not verified

Market: $47,101$72,881

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2026 Ford Ranger Lariat

Benkelman, NE

Fair PriceRobust · 94
$50,070Mileage not verified

Market: $44,706$85,899

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Benkelman, NE

No Photo

2026 GMC Sierra 1500 Pro

Yuma, CO

Fair PriceRobust · 189
$51,740Mileage not verified

Market: $39,529$67,613

Comparison: 189 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2026 RAM 1500 Pickup Big Horn/Lone Star

Yuma, CO

Fair PriceModerate · 40
$52,010Mileage not verified

Market: $47,101$72,881

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 193 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2026 Dodge Durango GT HEMI Premium V8

Yuma, CO

UnscoredLimited · 6
$53,538Mileage not verified

Comparison: 6 similar vehicles

Yuma, CO

No Photo

2026 Jeep Wrangler 4-Door Willys

Yuma, CO

UnscoredInsufficient · 4
$53,863Mileage not verified

Comparison: 4 similar vehicles

Yuma, CO

No Photo

2026 Jeep Wrangler 4-Door Willys 41

Yuma, CO

UnscoredInsufficient · 3
$53,863Mileage not verified

Comparison: 3 similar vehicles

Yuma, CO

No Photo

2026 Chevrolet Silverado 1500 Custom Trail Boss

Yuma, CO

Fair PriceRobust · 102
$54,690Mileage not verified

Market: $46,948$62,629

Comparison: 102 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2026 Ford F-150 XLT

Benkelman, NE

Fair PriceRobust · 745
$54,820Mileage not verified

Market: $46,072$96,069

Comparison: 745 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Benkelman, NE

No Photo

2026 Ford F-150 XLT

Benkelman, NE

Fair PriceRobust · 745
$59,510Mileage not verified

Market: $46,072$96,069

Comparison: 745 similar vehicles

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

Benkelman, NE

No Photo

2026 RAM 2500 Pickup Big Horn

Wray, CO

OverpricedRobust · 167
$59,55215,789 mi

Market: $39,990$53,498

Comparison: 167 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Wray, CO

No Photo

2026 GMC Sierra 1500 SLE

Yuma, CO

UnscoredInsufficient · 4
$59,660Mileage not verified

Comparison: 4 similar vehicles

Yuma, CO

No Photo

2026 Chevrolet Silverado 1500 RST

Yuma, CO

Fair PriceRobust · 449
$60,030Mileage not verified

Market: $40,999$101,697

Comparison: 449 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2026 Chevrolet Silverado 1500 RST

Imperial, NE

Fair PriceRobust · 378
$60,180Mileage not verified

Market: $40,999$101,697

Comparison: 378 similar vehicles

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

Imperial, 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 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 a meaningful margin (OAV's minimum-gap rule); a listing below the floor by less than that margin — or within the range — is Fair Price.
Which vehicles are priced below market?
Vehicles flagged as undervalued are priced below the typical range for comparable cars. The "Top Deals" section on every market page surfaces these first, with the percentage gap from the typical range shown per listing.
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 undervalued compared with 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. Undervalued listings price below the typical comparable range and are surfaced as Great Deals.

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. Each listing is rated a Great Deal (priced below comparable listings), Fair Price (priced within the typical range), or Overpriced (priced above comparable listings). Vehicles without sufficient comparable evidence remain 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?
OAV's inventory standardization technology is protected by U.S. Patent No. 12,236,477, and its Price-to-Market analysis is Patent Pending. 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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