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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

853 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 · 6 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2027 Jeep Grand Cherokee Limited

Yuma, CO

Fair PriceRobust · 192
$53,448Mileage not verified

Market: $47,486$55,970

Comparison: 192 similar vehicles

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

Yuma, CO

No Photo

2027 RAM 2500 Pickup Tradesman

Sterling, CO

Fair PriceRobust · 95
$57,125Mileage not verified

Market: $50,468$79,464

Comparison: 95 similar vehicles

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

Sterling, CO

No Photo

2027 RAM 1500 Pickup Warlock

Sterling, CO

UnscoredInsufficient · 4
$58,073Mileage not verified

Comparison: 4 similar vehicles

Sterling, CO

No Photo

2027 Dodge Charger R/T

Sterling, CO

UnscoredInsufficient · 0
$58,638Mileage not verified

Sterling, CO

No Photo

2027 Jeep Wrangler 4-Door Rewind

Sterling, CO

OverpricedModerate · 21
$61,373Mileage not verified

Market: $56,494$61,279

Comparison: 21 similar vehicles

Sterling, CO

No Photo

2027 Jeep Wrangler 2-Door Rubicon

Sterling, CO

UnscoredInsufficient · 4
$66,943Mileage not verified

Comparison: 4 similar vehicles

Sterling, CO

No Photo

2027 RAM 1500 Pickup Rebel

Sterling, CO

Fair PriceRobust · 255
$73,618Mileage not verified

Market: $61,881$82,489

Comparison: 255 similar vehicles

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

Sterling, CO

No Photo

2027 Jeep Grand Cherokee L Summit

Sterling, CO

UnscoredInsufficient · 3
$74,105Mileage not verified

Comparison: 3 similar vehicles

Sterling, CO

No Photo

2027 Ford F-250 Super Duty Lariat

Wray, CO

Fair PriceRobust · 79
$75,690Mileage not verified

Market: $69,353$99,669

Comparison: 79 similar vehicles

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

Wray, CO

No Photo

2027 RAM 1500 Pickup Laramie

Sterling, CO

Fair PriceRobust · 257
$77,253Mileage not verified

Market: $63,991$88,309

Comparison: 257 similar vehicles

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

Sterling, CO

No Photo

2027 RAM 1500 Pickup Laramie

Sterling, CO

Fair PriceRobust · 257
$78,223Mileage not verified

Market: $63,991$88,309

Comparison: 257 similar vehicles

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

Sterling, CO

No Photo

2027 Ford F-250 Super Duty Lariat

Wray, CO

Fair PriceRobust · 79
$79,945Mileage not verified

Market: $69,353$99,669

Comparison: 79 similar vehicles

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

Wray, CO

No Photo

2027 Ford Expedition Active

Brush, CO

UnscoredInsufficient · 4
$80,279Mileage not verified

Comparison: 4 similar vehicles

Brush, CO

No Photo

2027 Ford Expedition Platinum

Brush, CO

Fair PriceRobust · 240
$81,874Mileage not verified

Market: $79,203$100,611

Comparison: 240 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Brush, CO

No Photo

2027 RAM 1500 Pickup Laramie

Sterling, CO

Fair PriceRobust · 257
$83,068Mileage not verified

Market: $63,991$88,309

Comparison: 257 similar vehicles

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

Sterling, CO

No Photo

2027 Ford F-350 Super Duty XLT

Brush, CO

Fair PriceRobust · 107
$86,474Mileage not verified

Market: $58,151$89,274

Comparison: 107 similar vehicles

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

Brush, CO

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 · 17 days listed (based on current market benchmarks)

Wray, CO

No Photo

2027 Ford Expedition Tremor

Sterling, CO

Fair PriceRobust · 69
$86,580Mileage not verified

Market: $76,593$107,758

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Sterling, CO

No Photo

2027 RAM 2500 Pickup Laramie

Sterling, CO

Fair PriceRobust · 174
$87,618Mileage not verified

Market: $73,774$96,425

Comparison: 174 similar vehicles

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

Sterling, CO

No Photo

2027 RAM 1500 Pickup Limited Longhorn

Sterling, CO

UnscoredLimited · 7
$88,048Mileage not verified

Comparison: 7 similar vehicles

Sterling, CO

No Photo

2027 Ford F-250 Super Duty Lariat

Sterling, CO

Fair PriceRobust · 75
$89,580Mileage not verified

Market: $69,353$99,669

Comparison: 75 similar vehicles

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

Sterling, CO

No Photo

2027 RAM 2500 Pickup Laramie

Sterling, CO

UnscoredInsufficient · 4
$89,760Mileage not verified

Comparison: 4 similar vehicles

Sterling, CO

No Photo

2027 Ford F-350 Super Duty Lariat

Sterling, CO

Fair PriceRobust · 116
$93,860Mileage not verified

Market: $78,649$99,525

Comparison: 116 similar vehicles

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

Sterling, CO

No Photo

2027 Ford F-450 Super Duty Lariat

Sterling, CO

Fair PriceLimited · 11
$95,805Mileage not verified

Market: $88,608$97,110

Comparison: 11 similar vehicles

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

Sterling, CO

No Photo

2027 RAM 3500 Pickup Laramie

Sterling, CO

Fair PriceRobust · 176
$97,440Mileage not verified

Market: $81,493$102,104

Comparison: 176 similar vehicles

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

Sterling, 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 · 76 days listed (based on current market benchmarks)

Wray, CO

No Photo

2027 RAM 2500 Pickup Limited

Sterling, CO

Fair PriceModerate · 35
$102,040Mileage not verified

Market: $95,785$105,759

Comparison: 35 similar vehicles

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

Sterling, CO

No Photo

2027 Ford F-450 Super Duty King Ranch

Sterling, CO

UnscoredInsufficient · 0
$103,640Mileage not verified

Sterling, CO

No Photo

2027 Ford F-350 Super Duty King Ranch

Sterling, CO

Fair PriceModerate · 21
$105,520Mileage not verified

Market: $92,594$107,789

Comparison: 21 similar vehicles

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

Sterling, CO

No Photo

2026 Volkswagen Jetta S

Sterling, CO

UnscoredInsufficient · 4
$21,6892,703 mi

Comparison: 4 similar vehicles

Sterling, CO

No Photo

2026 Chevrolet Trax LS

Sterling, CO

Fair PriceModerate · 40
$25,280Mileage not verified

Market: $21,823$26,659

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Sterling, CO

No Photo

2026 Hyundai Kona SE

Sterling, CO

Fair PriceModerate · 26
$26,492Mileage not verified

Market: $23,390$27,960

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Sterling, CO

No Photo

2026 Chevrolet Trax LT

Sterling, CO

Fair PriceRobust · 176
$27,075Mileage not verified

Market: $22,293$28,370

Comparison: 176 similar vehicles

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

Sterling, CO

No Photo

2026 Chevrolet Trax LT

Sterling, CO

Fair PriceRobust · 176
$27,075Mileage not verified

Market: $22,293$28,370

Comparison: 176 similar vehicles

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

Sterling, CO

No Photo

2026 Mazda CX-30 Aire Edition

Sterling, CO

Great DealModerate · 23
$27,2653,413 mi

Market: $27,541$34,368

Comparison: 23 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 243 days listed (based on current market benchmarks)

Sterling, CO

No Photo

2026 Mazda CX-30 Aire Edition

Sterling, CO

Fair PriceModerate · 23
$27,5414,885 mi

Market: $27,265$34,368

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 266 days listed (based on current market benchmarks)

Sterling, CO

No Photo

2026 Chevrolet Trax Activ

Sterling, CO

Fair PriceRobust · 168
$27,985Mileage not verified

Market: $22,990$29,584

Comparison: 168 similar vehicles

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

Sterling, CO

No Photo

2026 Chevrolet Trax RS

Sterling, CO

Fair PriceRobust · 129
$27,990Mileage not verified

Market: $24,214$30,269

Comparison: 129 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 168 days listed (based on current market benchmarks)

Sterling, CO

No Photo

2026 Chevrolet Equinox LT

Sterling, CO

Fair PriceRobust · 85
$29,49527,562 mi

Market: $26,299$33,770

Comparison: 85 similar vehicles

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

Sterling, CO

No Photo

2026 Ford Maverick XL

Brush, CO

UnscoredLimited · 5
$30,054Mileage not verified

Comparison: 5 similar vehicles

Brush, CO

No Photo

2026 Hyundai Tucson SE

Sterling, CO

UnscoredLimited · 7
$30,5784,320 mi

Comparison: 7 similar vehicles

Sterling, CO

No Photo

2026 Ford Bronco Sport Big Bend

Brush, CO

UnscoredLimited · 8
$30,944Mileage not verified

Comparison: 8 similar vehicles

Brush, CO

No Photo

2026 Nissan Rogue Rock Creek

Sterling, CO

UnscoredLimited · 9
$30,99512,791 mi

Comparison: 9 similar vehicles

Sterling, CO

No Photo

2026 Mazda CX-30 Aire Edition

Sterling, CO

Fair PriceModerate · 26
$31,124Mileage not verified

Market: $27,265$34,368

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Sterling, CO

No Photo

2026 Jeep Compass Latitude Altitude

Yuma, CO

Fair PriceRobust · 173
$31,522Mileage not verified

Market: $28,527$35,249

Comparison: 173 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 165 days listed (based on current market benchmarks)

Yuma, CO

No Photo

2026 Honda HR-V EX-L

Yuma, CO

Fair PriceLimited · 12
$31,73810,149 mi

Market: $31,445$37,148

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 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 Ford Bronco Sport Big Bend

Brush, CO

UnscoredLimited · 8
$32,139Mileage not verified

Comparison: 8 similar vehicles

Brush, CO

No Photo

2026 Ford Maverick XL

Sterling, CO

UnscoredInsufficient · 4
$32,325Mileage not verified

Comparison: 4 similar vehicles

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?
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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