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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 · November 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

51 listings found

2011 Ford F-550

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

2011 Ford F-550

Crane, MO

UnscoredInsufficient · 0
$18,900203,260 mi

Crane, MO

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Crane, MO

Fair PriceRobust · 69
$19,76480,721 mi

Market: $14,931 – $22,000

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 192 days listed (based on current market benchmarks)

Crane, MO

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Crane, MO

Unscored
$23,26487,194 mi

Comparison: 8 similar vehicles

Crane, MO

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Crane, MO

Fair PriceLimited · 19
$23,364106,507 mi

Market: $16,995 – $29,084

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

Crane, MO

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Crane, MO

Unscored
$24,264112,138 mi

Comparison: 7 similar vehicles

Crane, MO

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Crane, MO

Unscored
$25,46284,038 mi

Comparison: 5 similar vehicles

Crane, MO

2017 Ford F-550

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

2017 Ford F-550

Crane, MO

UnscoredInsufficient · 0
$25,700192,552 mi

Crane, MO

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Crane, MO

Unscored
$28,464117,501 mi

Comparison: 8 similar vehicles

Crane, MO

2020 Ford F-250 Super Duty XLT

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

2020 Ford F-250 Super Duty XLT

Crane, MO

UnscoredInsufficient · 3
$34,700125,521 mi

Comparison: 3 similar vehicles

Crane, MO

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Crane, MO

Fair PriceLimited · 10
$36,234Mileage not verified

Market: $32,095 – $41,730

Comparison: 10 similar vehicles

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

Crane, MO

2025 Ford Escape Plug-in hybrid

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

2025 Ford Escape Plug-in hybrid

Crane, MO

UnscoredInsufficient · 0
$37,527Mileage not verified

Crane, MO

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Crane, MO

Unscored
$39,874Mileage not verified

Comparison: 5 similar vehicles

Crane, MO

2021 Ford F-150 King Ranch

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

2021 Ford F-150 King Ranch

Crane, MO

Fair PriceModerate · 35
$39,90088,700 mi

Market: $27,590 – $46,499

Comparison: 35 similar vehicles

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

Crane, MO

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Crane, MO

Fair PriceModerate · 35
$41,821Mileage not verified

Market: $35,098 – $47,914

Comparison: 35 similar vehicles

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

Crane, MO

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Crane, MO

OverpricedModerate · 25
$43,899Mileage not verified

Market: $36,698 – $43,524

Comparison: 25 similar vehicles

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

Crane, MO

2026 Ford Explorer Active

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

2026 Ford Explorer Active

Crane, MO

Unscored
$44,715Mileage not verified

Comparison: 6 similar vehicles

Crane, MO

2026 Ford Explorer ST-LINE

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

2026 Ford Explorer ST-LINE

Crane, MO

Unscored
$49,553Mileage not verified

Comparison: 8 similar vehicles

Crane, MO

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

Crane, MO

Fair PriceRobust · 84
$52,090530 mi

Market: $48,873 – $67,010

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Crane, MO

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

Crane, MO

Fair PriceRobust · 84
$52,125428 mi

Market: $48,873 – $67,010

Comparison: 84 similar vehicles

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

Crane, MO

2025 Ford Ranger Lariat

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

2025 Ford Ranger Lariat

Crane, MO

Unscored
$52,464Mileage not verified

Comparison: 9 similar vehicles

Crane, MO

2023 Ford F-550 Super Duty Chassis Cab XL

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

2023 Ford F-550 Super Duty Chassis Cab XL

Crane, MO

UnscoredInsufficient · 0
$52,56439,220 mi

Crane, MO

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

Crane, MO

Unscored
$52,984Mileage not verified

Comparison: 9 similar vehicles

Crane, MO

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

Crane, MO

Fair PriceRobust · 104
$54,595Mileage not verified

Market: $48,608 – $68,415

Comparison: 104 similar vehicles

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

Crane, MO

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

Crane, MO

Fair PriceRobust · 84
$55,549168 mi

Market: $48,873 – $67,010

Comparison: 84 similar vehicles

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

Crane, MO

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

Crane, MO

Fair PriceRobust · 104
$55,673Mileage not verified

Market: $48,608 – $68,415

Comparison: 104 similar vehicles

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

Crane, MO

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

Crane, MO

Unscored
$56,939Mileage not verified

Comparison: 6 similar vehicles

Crane, MO

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

Crane, MO

Fair PriceRobust · 104
$57,479Mileage not verified

Market: $48,608 – $68,415

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Crane, MO

2026 Ford Explorer ST

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

2026 Ford Explorer ST

Crane, MO

Fair PriceModerate · 26
$58,392Mileage not verified

Market: $51,420 – $64,690

Comparison: 26 similar vehicles

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

Crane, MO

2026 Ford F-150 Police Responder

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

2026 Ford F-150 Police Responder

Crane, MO

UnscoredInsufficient · 0
$58,514Mileage not verified

Crane, MO

2027 Ford F-350 Super Duty XL

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

2027 Ford F-350 Super Duty XL

Crane, MO

Fair PriceLimited · 16
$60,755Mileage not verified

Market: $53,414 – $79,270

Comparison: 16 similar vehicles

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

Crane, MO

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

Crane, MO

Unscored
$61,422Mileage not verified

Comparison: 5 similar vehicles

Crane, MO

2025 Ford Bronco 4-Door Badlands

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

2025 Ford Bronco 4-Door Badlands

Crane, MO

Fair PriceLimited · 13
$63,0641,105 mi

Market: $55,053 – $70,139

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 360 days listed (based on current market benchmarks)

Crane, MO

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

Crane, MO

Fair PriceModerate · 49
$64,241759 mi

Market: $58,227 – $78,139

Comparison: 49 similar vehicles

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

Crane, MO

2026 Ford F-350 Super Duty Chassis Cab XL

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

2026 Ford F-350 Super Duty Chassis Cab XL

Crane, MO

Unscored
$66,059Mileage not verified

Comparison: 5 similar vehicles

Crane, MO

2026 Ford F-350 Super Duty Chassis Cab XL

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

2026 Ford F-350 Super Duty Chassis Cab XL

Crane, MO

Unscored
$69,059244 mi

Comparison: 5 similar vehicles

Crane, MO

2027 Ford F-250 Super Duty XL

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

2027 Ford F-250 Super Duty XL

Crane, MO

Unscored
$69,614Mileage not verified

Comparison: 9 similar vehicles

Crane, MO

2026 Ford F-450 Super Duty Chassis Cab XL

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

2026 Ford F-450 Super Duty Chassis Cab XL

Crane, MO

Fair PriceModerate · 22
$71,330Mileage not verified

Market: $62,494 – $91,180

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 395 days listed (based on current market benchmarks)

Crane, MO

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

Crane, MO

UnscoredInsufficient · 4
$74,260362 mi

Comparison: 4 similar vehicles

Crane, MO

2027 Ford F-350 Super Duty Chassis Cab XLT

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

2027 Ford F-350 Super Duty Chassis Cab XLT

Crane, MO

UnscoredInsufficient · 3
$75,590Mileage not verified

Comparison: 3 similar vehicles

Crane, MO

2025 Ford F-250 Super Duty King Ranch

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

2025 Ford F-250 Super Duty King Ranch

Crane, MO

UnscoredInsufficient · 0
$80,4643,680 mi

Crane, MO

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

Crane, MO

Fair PriceModerate · 34
$81,164Mileage not verified

Market: $74,745 – $88,500

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 459 days listed (based on current market benchmarks)

Crane, MO

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

Crane, MO

OverpricedLimited · 16
$81,409Mileage not verified

Market: $62,160 – $74,830

Comparison: 16 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Crane, MO

2026 Ford F-450 Super Duty Chassis Cab Lariat

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

2026 Ford F-450 Super Duty Chassis Cab Lariat

Crane, MO

UnscoredInsufficient · 0
$82,219Mileage not verified

Crane, MO

2026 Ford F-250 Super Duty Lariat

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

2026 Ford F-250 Super Duty Lariat

Crane, MO

Fair PriceModerate · 29
$84,023Mileage not verified

Market: $72,825 – $92,154

Comparison: 29 similar vehicles

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

Crane, MO

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Crane, MO

UnscoredInsufficient · 4
$88,159Mileage not verified

Comparison: 4 similar vehicles

Crane, MO

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

Crane, MO

Fair PriceLimited · 11
$88,515Mileage not verified

Market: $79,323 – $96,440

Comparison: 11 similar vehicles

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

Crane, MO

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

Crane, MO

OverpricedLimited · 12
$92,575Mileage not verified

Market: $70,130 – $92,037

Comparison: 12 similar vehicles

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

Crane, MO

2026 Ford F-250 Super Duty Platinum

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

2026 Ford F-250 Super Duty Platinum

Crane, MO

Unscored
$100,123Mileage not verified

Comparison: 9 similar vehicles

Crane, MO

2027 Ford F-350 Super Duty King Ranch

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

2027 Ford F-350 Super Duty King Ranch

Crane, MO

Unscored
$100,130Mileage not verified

Comparison: 7 similar vehicles

Crane, MO

2027 Ford F-350 Super Duty Platinum

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

2027 Ford F-350 Super Duty Platinum

Crane, MO

Unscored
$109,529Mileage not verified

Comparison: 5 similar vehicles

Crane, MO

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. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. 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.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

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 route inbound buyer inquiries and control verified contact information.
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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