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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

417 listings found

No Photo

2027 Ford Explorer ST-LINE

Guymon, OK

Fair PriceModerate · 27
$51,580Mileage not verified

Market: $45,597$54,521

Comparison: 27 similar vehicles

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

Guymon, OK

No Photo

2027 Ford Explorer Tremor

Guymon, OK

Fair PriceRobust · 54
$54,275Mileage not verified

Market: $49,970$65,426

Comparison: 54 similar vehicles

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

Guymon, OK

No Photo

2027 Ford Explorer Tremor

Liberal, KS

Fair PriceRobust · 63
$54,424Mileage not verified

Market: $49,970$65,426

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Liberal, KS

No Photo

2027 Ford F-250 Super Duty XL

Guymon, OK

Fair PriceRobust · 153
$62,930Mileage not verified

Market: $53,390$74,740

Comparison: 153 similar vehicles

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

Guymon, OK

No Photo

2027 Ford Explorer Tremor

Guymon, OK

Fair PriceRobust · 54
$64,755Mileage not verified

Market: $49,970$65,426

Comparison: 54 similar vehicles

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

Guymon, OK

No Photo

2027 Ford Expedition Platinum

Liberal, KS

Fair PriceRobust · 228
$81,304Mileage not verified

Market: $74,126$100,113

Comparison: 228 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Liberal, KS

No Photo

2027 Ford Expedition Platinum

Guymon, OK

Fair PriceRobust · 130
$82,080Mileage not verified

Market: $74,126$100,113

Comparison: 130 similar vehicles

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

Guymon, OK

No Photo

2027 Ford Expedition Tremor

Guymon, OK

Fair PriceRobust · 57
$86,099Mileage not verified

Market: $76,593$89,127

Comparison: 57 similar vehicles

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

Guymon, OK

No Photo

2027 Ford Expedition Tremor

Guymon, OK

Fair PriceRobust · 57
$86,361Mileage not verified

Market: $76,593$89,127

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Guymon, OK

No Photo

2027 Ford F-350 Super Duty Lariat

Guymon, OK

Fair PriceRobust · 95
$86,680Mileage not verified

Market: $78,861$100,085

Comparison: 95 similar vehicles

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

Guymon, OK

No Photo

2027 Ford Expedition Tremor

Liberal, KS

Fair PriceRobust · 62
$87,474Mileage not verified

Market: $76,593$89,127

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Liberal, KS

No Photo

2027 Ford F-250 Super Duty Lariat

Guymon, OK

Fair PriceRobust · 88
$88,320Mileage not verified

Market: $69,353$97,301

Comparison: 88 similar vehicles

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

Guymon, OK

No Photo

2027 Ford Expedition Platinum

Guymon, OK

Fair PriceRobust · 130
$91,150Mileage not verified

Market: $74,126$100,113

Comparison: 130 similar vehicles

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

Guymon, OK

No Photo

2027 Ford F-250 Super Duty Lariat

Guymon, OK

Fair PriceRobust · 88
$95,385Mileage not verified

Market: $69,353$97,301

Comparison: 88 similar vehicles

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

Guymon, OK

No Photo

2027 Ford F-250 Super Duty Platinum

Guymon, OK

Fair PriceModerate · 38
$96,100Mileage not verified

Market: $82,940$111,045

Comparison: 38 similar vehicles

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

Guymon, OK

No Photo

2027 Ford Expedition Platinum

Guymon, OK

Fair PriceRobust · 130
$98,940Mileage not verified

Market: $74,126$100,113

Comparison: 130 similar vehicles

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

Guymon, OK

No Photo

2027 Ford F-350 Super Duty Lariat

Guymon, OK

OverpricedRobust · 95
$100,085Mileage not verified

Market: $78,861$98,580

Comparison: 95 similar vehicles

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

Guymon, OK

No Photo

2026 Chevrolet Equinox LT

Liberal, KS

Fair PriceRobust · 173
$27,50029,200 mi

Market: $25,387$34,224

Comparison: 173 similar vehicles

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

Liberal, KS

No Photo

2026 Jeep Compass Trailhawk

Liberal, KS

UnscoredInsufficient · 4
$29,90014,590 mi

Comparison: 4 similar vehicles

Liberal, KS

No Photo

2026 Ford Bronco Sport Big Bend

Liberal, KS

Fair PriceRobust · 479
$36,934Mileage not verified

Market: $28,806$50,089

Comparison: 479 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Liberal, KS

No Photo

2026 Ford Mustang EcoBoost

Liberal, KS

Fair PriceRobust · 75
$37,464Mileage not verified

Market: $30,058$40,744

Comparison: 75 similar vehicles

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

Liberal, KS

No Photo

2026 Ford Bronco Sport Big Bend

Liberal, KS

Fair PriceRobust · 479
$38,779Mileage not verified

Market: $28,806$50,089

Comparison: 479 similar vehicles

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

Liberal, KS

No Photo

2026 Ford Maverick Lariat

Guymon, OK

Fair PriceModerate · 42
$39,773Mileage not verified

Market: $37,207$43,793

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 157 days listed (based on current market benchmarks)

Guymon, OK

No Photo

2026 Ford Bronco Sport Badlands

Guymon, OK

Fair PriceRobust · 81
$40,500Mileage not verified

Market: $34,485$44,038

Comparison: 81 similar vehicles

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

Guymon, OK

No Photo

2026 Ford Mustang EcoBoost

Liberal, KS

OverpricedRobust · 75
$40,744Mileage not verified

Market: $30,058$40,382

Comparison: 75 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Liberal, KS

No Photo

2026 Ford Mustang EcoBoost Premium

Guymon, OK

Fair PriceModerate · 27
$41,056Mileage not verified

Market: $35,983$50,770

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Guymon, OK

No Photo

2026 Jeep Wrangler 2-Door Sport

Liberal, KS

Fair PriceRobust · 69
$42,665Mileage not verified

Market: $30,058$43,230

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 194 days listed (based on current market benchmarks)

Liberal, KS

No Photo

2026 Jeep Grand Cherokee L Limited

Liberal, KS

Fair PriceModerate · 45
$47,902Mileage not verified

Market: $41,691$54,057

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 236 days listed (based on current market benchmarks)

Liberal, KS

No Photo

2026 Jeep Gladiator Sport S

Liberal, KS

Fair PriceModerate · 20
$49,918Mileage not verified

Market: $38,761$56,679

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 213 days listed (based on current market benchmarks)

Liberal, KS

No Photo

2026 Ford Explorer Active

Liberal, KS

Fair PriceRobust · 191
$50,669Mileage not verified

Market: $34,639$51,219

Comparison: 191 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Liberal, KS

No Photo

2026 Ford Explorer ST-LINE

Liberal, KS

Fair PriceRobust · 139
$50,734272 mi

Market: $41,255$53,069

Comparison: 139 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Liberal, KS

No Photo

2026 Ford Explorer Tremor

Guymon, OK

Fair PriceRobust · 51
$51,757Mileage not verified

Market: $45,086$64,185

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Guymon, OK

No Photo

2026 Ford Explorer Tremor

Guymon, OK

Fair PriceRobust · 51
$54,444Mileage not verified

Market: $45,086$64,185

Comparison: 51 similar vehicles

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

Guymon, OK

No Photo

2026 Ford F-350 Super Duty Chassis Cab XL

Liberal, KS

Fair PriceRobust · 132
$58,694Mileage not verified

Market: $48,586$96,609

Comparison: 132 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 224 days listed (based on current market benchmarks)

Liberal, KS

No Photo

2026 Dodge Charger Scat Pack

Liberal, KS

Fair PriceRobust · 191
$59,055Mileage not verified

Market: $44,791$65,460

Comparison: 191 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 313 days listed (based on current market benchmarks)

Liberal, KS

No Photo

2026 Ford Explorer Platinum

Liberal, KS

Fair PriceRobust · 120
$59,749Mileage not verified

Market: $48,599$61,489

Comparison: 120 similar vehicles

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

Liberal, KS

No Photo

2026 Ford Mustang GT Premium

Guymon, OK

Fair PriceModerate · 25
$62,845Mileage not verified

Market: $53,934$174,078

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Guymon, OK

No Photo

2026 Ford Mustang GT Premium

Liberal, KS

Fair PriceModerate · 40
$63,309Mileage not verified

Market: $53,934$177,684

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 304 days listed (based on current market benchmarks)

Liberal, KS

No Photo

2026 Ford F-150 STX

Guymon, OK

OverpricedRobust · 217
$63,565Mileage not verified

Market: $35,718$61,321

Comparison: 217 similar vehicles

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

Guymon, OK

No Photo

2026 Jeep Wrangler 4-Door Rubicon X

Liberal, KS

Fair PriceLimited · 16
$64,215Mileage not verified

Market: $57,989$65,520

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 348 days listed (based on current market benchmarks)

Liberal, KS

No Photo

2026 Ford Bronco 4-Door Badlands

Guymon, OK

Fair PriceRobust · 68
$64,858Mileage not verified

Market: $55,455$73,239

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 181 days listed (based on current market benchmarks)

Guymon, OK

No Photo

2026 Ford F-150 XLT

Guymon, OK

Fair PriceRobust · 345
$67,265Mileage not verified

Market: $41,948$72,284

Comparison: 345 similar vehicles

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

Guymon, OK

No Photo

2026 Ford F-150 Lariat

Guymon, OK

UnscoredInsufficient · 4
$68,309100 mi

Comparison: 4 similar vehicles

Guymon, OK

No Photo

2026 Ford F-150 Lariat

Guymon, OK

UnscoredInsufficient · 4
$68,583Mileage not verified

Comparison: 4 similar vehicles

Guymon, OK

No Photo

2026 Ford Bronco 4-Door Badlands

Guymon, OK

Fair PriceRobust · 68
$68,613Mileage not verified

Market: $55,455$73,239

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 185 days listed (based on current market benchmarks)

Guymon, OK

No Photo

2026 Ford F-350 Super Duty XL

Guymon, OK

Fair PriceRobust · 100
$71,862Mileage not verified

Market: $48,305$81,624

Comparison: 100 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Guymon, OK

No Photo

2026 Ford F-150 Lariat

Guymon, OK

UnscoredInsufficient · 4
$71,921Mileage not verified

Comparison: 4 similar vehicles

Guymon, OK

No Photo

2026 Ford F-150 XLT

Liberal, KS

Fair PriceRobust · 682
$72,284Mileage not verified

Market: $41,948$99,815

Comparison: 682 similar vehicles

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

Liberal, KS

No Photo

2026 RAM 3500 Pickup Tradesman

Liberal, KS

Fair PriceRobust · 120
$72,670Mileage not verified

Market: $54,464$78,335

Comparison: 120 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Liberal, KS

No Photo

2026 RAM 1500 Pickup Limited Longhorn

Liberal, KS

Fair PriceLimited · 13
$73,074Mileage not verified

Market: $64,921$77,966

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Liberal, 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 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 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. The "Top Deals" section on every market page surfaces these first, 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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