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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 5, 2026

5.8M+

Unique vehicles analyzed

as of October 4, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.1M new·2.7M used·Listings processed daily

Or explore the market

81 listings found

2027 Ford F-550 Super Duty Chassis Cab XL

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

2027 Ford F-550 Super Duty Chassis Cab XL

Lamar, CO

Fair PriceRobust · 52
$78,569Mileage not verified

Market: $68,165 – $83,805

Comparison: 52 similar vehicles

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

Lamar, CO

2027 Ford F-450 Super Duty Chassis Cab XL

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

2027 Ford F-450 Super Duty Chassis Cab XL

Lamar, CO

UnscoredLimited · 9
$81,049Mileage not verified

Comparison: 9 similar vehicles

Lamar, CO

2027 Ford F-550 Super Duty Chassis Cab XL

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

2027 Ford F-550 Super Duty Chassis Cab XL

Lamar, CO

Fair PriceRobust · 52
$83,109Mileage not verified

Market: $68,165 – $83,805

Comparison: 52 similar vehicles

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

Lamar, CO

2027 Ford F-550 Super Duty Chassis Cab XL

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

2027 Ford F-550 Super Duty Chassis Cab XL

Lamar, CO

Fair PriceRobust · 52
$83,109Mileage not verified

Market: $68,165 – $83,805

Comparison: 52 similar vehicles

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

Lamar, 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

Lamar, CO

Fair PriceRobust · 126
$84,884Mileage not verified

Market: $54,868 – $89,274

Comparison: 126 similar vehicles

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

Lamar, CO

2027 Ford Expedition Tremor

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

2027 Ford Expedition Tremor

Lamar, CO

Fair PriceRobust · 99
$88,124Mileage not verified

Market: $76,593 – $107,758

Comparison: 99 similar vehicles

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

Lamar, CO

2027 Ford Expedition Platinum

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

2027 Ford Expedition Platinum

Lamar, CO

Fair PriceRobust · 252
$89,324Mileage not verified

Market: $79,155 – $100,113

Comparison: 252 similar vehicles

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

Lamar, 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

Lamar, CO

Fair PriceRobust · 177
$95,004Mileage not verified

Market: $74,795 – $100,449

Comparison: 177 similar vehicles

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

Lamar, CO

2026 Hyundai Tucson SEL

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

2026 Hyundai Tucson SEL

Lamar, CO

Fair PriceRobust · 68
$30,78020,559 mi

Market: $22,385 – $31,964

Comparison: 68 similar vehicles

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

Lamar, CO

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Lamar, CO

Fair PriceRobust · 1002
$35,179Mileage not verified

Market: $26,962 – $39,524

Comparison: 1002 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Lamar, CO

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Lamar, CO

Fair PriceRobust · 1002
$35,714Mileage not verified

Market: $26,962 – $39,524

Comparison: 1002 similar vehicles

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

Lamar, CO

2026 Kia Sportage S Hybrid

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

2026 Kia Sportage S Hybrid

Lamar, CO

UnscoredLimited · 7
$36,49412,721 mi

Comparison: 7 similar vehicles

Lamar, CO

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Lamar, CO

Fair PriceRobust · 633
$36,524Mileage not verified

Market: $29,007 – $43,630

Comparison: 633 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Lamar, CO

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Lamar, CO

Fair PriceRobust · 633
$36,819Mileage not verified

Market: $29,007 – $43,630

Comparison: 633 similar vehicles

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

Lamar, CO

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Lamar, CO

Fair PriceRobust · 1002
$36,929Mileage not verified

Market: $26,962 – $39,524

Comparison: 1002 similar vehicles

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

Lamar, CO

2026 GMC Canyon Elevation

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

2026 GMC Canyon Elevation

Lamar, CO

UnscoredInsufficient · 4
$39,9952,160 mi

Comparison: 4 similar vehicles

Lamar, CO

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Lamar, CO

Fair PriceRobust · 379
$46,904Mileage not verified

Market: $35,930 – $54,174

Comparison: 379 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 219 days listed (based on current market benchmarks)

Lamar, CO

2026 Ford Explorer Active

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

2026 Ford Explorer Active

Lamar, CO

Fair PriceRobust · 170
$48,324Mileage not verified

Market: $36,339 – $51,800

Comparison: 170 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

Lamar, CO

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Lamar, CO

Fair PriceRobust · 250
$50,449Mileage not verified

Market: $43,499 – $64,459

Comparison: 250 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Lamar, CO

2026 Ford Ranger Lariat

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

2026 Ford Ranger Lariat

Lamar, CO

Fair PriceRobust · 174
$52,424Mileage not verified

Market: $45,000 – $57,124

Comparison: 174 similar vehicles

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

Lamar, CO

2026 Ford Transit Van Base

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

2026 Ford Transit Van Base

Lamar, CO

Fair PriceRobust · 669
$57,509Mileage not verified

Market: $42,299 – $90,598

Comparison: 669 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 309 days listed (based on current market benchmarks)

Lamar, CO

2026 Ford F-350 Super Duty XLT

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

2026 Ford F-350 Super Duty XLT

Lamar, CO

Fair PriceRobust · 255
$58,469Mileage not verified

Market: $52,546 – $85,388

Comparison: 255 similar vehicles

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

Lamar, CO

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Lamar, CO

Fair PriceRobust · 1123
$58,549Mileage not verified

Market: $44,668 – $104,620

Comparison: 1123 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Lamar, CO

2026 Ford F-350 Super Duty XL

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

2026 Ford F-350 Super Duty XL

Lamar, CO

Fair PriceRobust · 145
$63,029Mileage not verified

Market: $45,549 – $80,579

Comparison: 145 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 354 days listed (based on current market benchmarks)

Lamar, CO

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Lamar, CO

Fair PriceRobust · 1123
$64,204Mileage not verified

Market: $44,668 – $104,620

Comparison: 1123 similar vehicles

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

Lamar, CO

2026 Ford F-350 Super Duty Chassis Cab XLT

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

2026 Ford F-350 Super Duty Chassis Cab XLT

Lamar, CO

Fair PriceModerate · 22
$64,62912,979 mi

Market: $57,509 – $87,489

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 314 days listed (based on current market benchmarks)

Lamar, CO

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Lamar, CO

Fair PriceRobust · 864
$69,474Mileage not verified

Market: $56,299 – $143,796

Comparison: 864 similar vehicles

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

Lamar, CO

2026 Ford F-250 Super Duty XLT

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

2026 Ford F-250 Super Duty XLT

Lamar, CO

Fair PriceRobust · 230
$70,829Mileage not verified

Market: $60,151 – $124,790

Comparison: 230 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Lamar, CO

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Lamar, CO

Fair PriceRobust · 864
$73,409Mileage not verified

Market: $56,299 – $143,796

Comparison: 864 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Lamar, CO

2026 Ford F-350 Super Duty XL

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

2026 Ford F-350 Super Duty XL

Lamar, CO

Fair PriceRobust · 145
$73,529Mileage not verified

Market: $45,549 – $80,579

Comparison: 145 similar vehicles

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

Lamar, CO

2026 Ford F-350 Super Duty XL

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

2026 Ford F-350 Super Duty XL

Lamar, CO

Fair PriceRobust · 145
$74,849Mileage not verified

Market: $45,549 – $80,579

Comparison: 145 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Lamar, CO

2026 Ford F-550 Super Duty Chassis Cab XL

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

2026 Ford F-550 Super Duty Chassis Cab XL

Lamar, CO

Fair PriceRobust · 136
$82,614Mileage not verified

Market: $64,095 – $118,650

Comparison: 136 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 172 days listed (based on current market benchmarks)

Lamar, CO

2026 Ford F-350 Super Duty Lariat

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

2026 Ford F-350 Super Duty Lariat

Lamar, CO

Fair PriceRobust · 256
$90,67418,562 mi

Market: $69,229 – $126,207

Comparison: 256 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 297 days listed (based on current market benchmarks)

Lamar, CO

2025 Chevrolet Trax LS

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

2025 Chevrolet Trax LS

Lamar, CO

UnscoredLimited · 6
$23,55029,082 mi

Comparison: 6 similar vehicles

Lamar, CO

2025 Kia Soul LX

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

2025 Kia Soul LX

Lamar, CO

OverpricedRobust · 155
$24,38812,680 mi

Market: $15,898 – $23,861

Comparison: 155 similar vehicles

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

Lamar, CO

2025 Chevrolet Trax LS

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

2025 Chevrolet Trax LS

Lamar, CO

UnscoredLimited · 6
$24,66536,195 mi

Comparison: 6 similar vehicles

Lamar, CO

2025 Ford Ranger XLT

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

2025 Ford Ranger XLT

Lamar, CO

UnscoredLimited · 5
$46,079Mileage not verified

Comparison: 5 similar vehicles

Lamar, CO

2025 Ford Mustang Mach-E Premium AWD

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

2025 Ford Mustang Mach-E Premium AWD

Lamar, CO

UnscoredInsufficient · 0
$53,479Mileage not verified

Lamar, CO

2025 Ford Bronco 2-Door Stroppe

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

2025 Ford Bronco 2-Door Stroppe

Lamar, CO

UnscoredInsufficient · 3
$78,964Mileage not verified

Comparison: 3 similar vehicles

Lamar, CO

2024 Mitsubishi Eclipse Cross SE

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

2024 Mitsubishi Eclipse Cross SE

Lamar, CO

OverpricedModerate · 22
$24,58440,759 mi

Market: $16,691 – $21,840

Comparison: 22 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Lamar, CO

2024 Ford Bronco Sport Big Bend

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

2024 Ford Bronco Sport Big Bend

Lamar, CO

OverpricedRobust · 117
$30,78027,362 mi

Market: $19,900 – $29,991

Comparison: 117 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Lamar, CO

2024 Ford Explorer XLT

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

2024 Ford Explorer XLT

Lamar, CO

Fair PriceRobust · 64
$32,29442,361 mi

Market: $28,300 – $40,099

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 345 days listed (based on current market benchmarks)

Lamar, CO

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Lamar, CO

Fair PriceRobust · 528
$44,78051,660 mi

Market: $26,900 – $51,634

Comparison: 528 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Lamar, CO

2024 Ford Ranger Raptor

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

2024 Ford Ranger Raptor

Lamar, CO

UnscoredInsufficient · 0
$60,979Mileage not verified

Lamar, CO

2023 Ford Escape Active

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

2023 Ford Escape Active

Lamar, CO

Fair PriceRobust · 96
$18,784110,667 mi

Market: $18,451 – $26,850

Comparison: 96 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Lamar, CO

2023 RAM 1500 Pickup Tradesman

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

2023 RAM 1500 Pickup Tradesman

Lamar, CO

UnscoredLimited · 5
$24,780107,740 mi

Comparison: 5 similar vehicles

Lamar, CO

2023 Chevrolet Colorado Work Truck

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

2023 Chevrolet Colorado Work Truck

Lamar, CO

UnscoredInsufficient · 4
$25,78070,392 mi

Comparison: 4 similar vehicles

Lamar, CO

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Lamar, CO

Fair PriceModerate · 32
$28,69739,371 mi

Market: $14,950 – $30,789

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 241 days listed (based on current market benchmarks)

Lamar, CO

2023 Toyota Tacoma TRD Sport

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

2023 Toyota Tacoma TRD Sport

Lamar, CO

Fair PriceModerate · 29
$39,99535,856 mi

Market: $27,700 – $43,998

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Lamar, CO

2023 GMC Yukon XL Denali

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

2023 GMC Yukon XL Denali

Lamar, CO

Fair PriceModerate · 31
$64,70044,940 mi

Market: $43,999 – $67,789

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 279 days listed (based on current market benchmarks)

Lamar, 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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