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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 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

49 listings found

2008 Pontiac Solstice Base

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

2008 Pontiac Solstice Base

Lidgerwood, ND

UnscoredInsufficient · 0
$11,44546,739 mi

Lidgerwood, ND

2018 Ford Escape SE

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

2018 Ford Escape SE

Lidgerwood, ND

Fair PriceModerate · 27
$11,77090,937 mi

Market: $8,500 – $16,999

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Lidgerwood, ND

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Lidgerwood, ND

Unscored
$12,345149,101 mi

Comparison: 26 similar vehicles

Lidgerwood, ND

2019 Ford Taurus Limited

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

2019 Ford Taurus Limited

Lidgerwood, ND

Unscored
$15,79086,268 mi

Comparison: 5 similar vehicles

Lidgerwood, ND

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Lidgerwood, ND

Fair PriceModerate · 27
$18,09091,690 mi

Market: $10,500 – $18,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Lidgerwood, ND

2018 Lincoln MKX Reserve

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

2018 Lincoln MKX Reserve

Lidgerwood, ND

Unscored
$18,09098,225 mi

Comparison: 6 similar vehicles

Lidgerwood, ND

2014 Ford F-150 King Ranch

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

2014 Ford F-150 King Ranch

Lidgerwood, ND

UnscoredInsufficient · 3
$18,090130,675 mi

Comparison: 3 similar vehicles

Lidgerwood, ND

2021 Ford Edge ST

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

2021 Ford Edge ST

Lidgerwood, ND

UnscoredInsufficient · 0
$21,09093,145 mi

Lidgerwood, ND

2023 Ford Escape Active

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

2023 Ford Escape Active

Lidgerwood, ND

Fair PriceModerate · 20
$25,09026,604 mi

Market: $21,349 – $25,345

Comparison: 20 similar vehicles

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

Lidgerwood, ND

2023 Ford Escape Active

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

2023 Ford Escape Active

Lidgerwood, ND

OverpricedModerate · 20
$25,34524,030 mi

Market: $21,349 – $25,305

Comparison: 20 similar vehicles

Lidgerwood, ND

2022 Ford Explorer Limited

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

2022 Ford Explorer Limited

Lidgerwood, ND

Fair PriceLimited · 18
$25,79587,725 mi

Market: $23,399 – $30,250

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Lidgerwood, ND

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Lidgerwood, ND

Fair PriceModerate · 42
$28,29574,530 mi

Market: $17,240 – $30,850

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Lidgerwood, ND

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

Lidgerwood, ND

Fair PriceRobust · 125
$30,59591,208 mi

Market: $17,850 – $40,000

Comparison: 125 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Lidgerwood, ND

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Lidgerwood, ND

OverpricedRobust · 98
$32,69010,764 mi

Market: $26,419 – $32,250

Comparison: 98 similar vehicles

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

Lidgerwood, ND

2022 Ford F-150 XL

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

2022 Ford F-150 XL

Lidgerwood, ND

OverpricedLimited · 15
$35,59068,272 mi

Market: $17,995 – $33,798

Comparison: 15 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Lidgerwood, ND

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Lidgerwood, ND

UnscoredInsufficient · 4
$36,395Mileage not verified

Comparison: 4 similar vehicles

Lidgerwood, ND

2023 Ford F-150 Lariat

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

2023 Ford F-150 Lariat

Lidgerwood, ND

Fair PriceRobust · 83
$36,59586,967 mi

Market: $29,995 – $45,340

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

Lidgerwood, ND

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

Lidgerwood, ND

Fair PriceRobust · 305
$39,355Mileage not verified

Market: $30,884 – $45,009

Comparison: 305 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 243 days listed (based on current market benchmarks)

Lidgerwood, ND

2005 Ford F-250 Super Duty

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

2005 Ford F-250 Super Duty

Lidgerwood, ND

UnscoredInsufficient · 0
$39,89034,599 mi

Lidgerwood, ND

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Lidgerwood, ND

UnscoredInsufficient · 0
$39,995Mileage not verified

Lidgerwood, ND

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

Lidgerwood, ND

Fair PriceModerate · 22
$40,09049,981 mi

Market: $34,899 – $41,229

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Lidgerwood, ND

2022 Ford Expedition Platinum

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

2022 Ford Expedition Platinum

Lidgerwood, ND

UnscoredInsufficient · 0
$44,59572,864 mi

Lidgerwood, ND

2026 Ford Maverick Lariat

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

2026 Ford Maverick Lariat

Lidgerwood, ND

Fair PriceRobust · 130
$44,600Mileage not verified

Market: $36,499 – $45,475

Comparison: 130 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Lidgerwood, ND

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Lidgerwood, ND

Fair PriceModerate · 37
$44,790Mileage not verified

Market: $43,285 – $50,889

Comparison: 37 similar vehicles

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

Lidgerwood, ND

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Lidgerwood, ND

Fair PriceRobust · 223
$45,105Mileage not verified

Market: $37,634 – $51,029

Comparison: 223 similar vehicles

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

Lidgerwood, ND

2024 Ford F-250 Super Duty XL

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

2024 Ford F-250 Super Duty XL

Lidgerwood, ND

UnscoredInsufficient · 0
$48,0909,533 mi

Lidgerwood, ND

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Lidgerwood, ND

Fair PriceRobust · 270
$48,770160 mi

Market: $39,094 – $65,924

Comparison: 270 similar vehicles

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

Lidgerwood, ND

2027 Ford Explorer ST-LINE

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

2027 Ford Explorer ST-LINE

Lidgerwood, ND

Fair PriceRobust · 231
$53,395Mileage not verified

Market: $44,649 – $54,874

Comparison: 231 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Lidgerwood, ND

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

Lidgerwood, ND

Fair PriceLimited · 15
$55,330111 mi

Market: $55,282 – $69,360

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Lidgerwood, ND

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

Lidgerwood, ND

Fair PriceLimited · 15
$56,100Mileage not verified

Market: $55,282 – $69,360

Comparison: 15 similar vehicles

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

Lidgerwood, ND

2024 Lincoln Navigator Reserve

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

2024 Lincoln Navigator Reserve

Lidgerwood, ND

UnscoredInsufficient · 0
$59,09048,631 mi

Lidgerwood, ND

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

Lidgerwood, ND

Fair PriceLimited · 15
$59,390Mileage not verified

Market: $55,282 – $69,360

Comparison: 15 similar vehicles

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

Lidgerwood, ND

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Lidgerwood, ND

Fair PriceRobust · 196
$60,445Mileage not verified

Market: $52,327 – $66,475

Comparison: 196 similar vehicles

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

Lidgerwood, ND

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

Lidgerwood, ND

Fair PriceLimited · 15
$61,215Mileage not verified

Market: $55,282 – $69,360

Comparison: 15 similar vehicles

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

Lidgerwood, ND

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Lidgerwood, ND

Fair PriceRobust · 153
$62,205Mileage not verified

Market: $49,499 – $64,575

Comparison: 153 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Lidgerwood, ND

2026 Ford Ranger Raptor

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

2026 Ford Ranger Raptor

Lidgerwood, ND

Fair PriceModerate · 38
$62,680Mileage not verified

Market: $56,461 – $65,180

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Lidgerwood, ND

2026 Ford Ranger Raptor

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

2026 Ford Ranger Raptor

Lidgerwood, ND

Fair PriceModerate · 38
$63,075Mileage not verified

Market: $56,461 – $65,180

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Lidgerwood, ND

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

Lidgerwood, ND

UnscoredInsufficient · 4
$67,955Mileage not verified

Comparison: 4 similar vehicles

Lidgerwood, ND

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

Lidgerwood, ND

UnscoredInsufficient · 4
$68,295Mileage not verified

Comparison: 4 similar vehicles

Lidgerwood, ND

2024 Ford F-150 Raptor

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

2024 Ford F-150 Raptor

Lidgerwood, ND

UnscoredInsufficient · 0
$69,09030,872 mi

Lidgerwood, ND

2026 Ford F-150 Tremor

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

2026 Ford F-150 Tremor

Lidgerwood, ND

Fair PriceRobust · 136
$74,940Mileage not verified

Market: $60,965 – $82,361

Comparison: 136 similar vehicles

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

Lidgerwood, ND

2026 Ford F-150 Platinum

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

2026 Ford F-150 Platinum

Lidgerwood, ND

Fair PriceRobust · 183
$76,095Mileage not verified

Market: $66,517 – $93,129

Comparison: 183 similar vehicles

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

Lidgerwood, ND

2026 Ford F-150 Platinum

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

2026 Ford F-150 Platinum

Lidgerwood, ND

Fair PriceRobust · 183
$76,490Mileage not verified

Market: $66,517 – $93,129

Comparison: 183 similar vehicles

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

Lidgerwood, ND

2026 Ford Expedition Active

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

2026 Ford Expedition Active

Lidgerwood, ND

OverpricedModerate · 29
$77,730Mileage not verified

Market: $65,827 – $75,845

Comparison: 29 similar vehicles

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

Lidgerwood, ND

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

Lidgerwood, ND

Fair PriceRobust · 248
$84,320Mileage not verified

Market: $52,999 – $87,735

Comparison: 248 similar vehicles

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

Lidgerwood, ND

2027 Ford Expedition Platinum

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

2027 Ford Expedition Platinum

Lidgerwood, ND

Fair PriceRobust · 219
$85,045Mileage not verified

Market: $74,196 – $99,115

Comparison: 219 similar vehicles

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

Lidgerwood, ND

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

Lidgerwood, ND

Fair PriceRobust · 310
$90,220Mileage not verified

Market: $66,237 – $99,650

Comparison: 310 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Lidgerwood, ND

2027 Ford F-550 Super Duty Chassis Cab Lariat

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

2027 Ford F-550 Super Duty Chassis Cab Lariat

Lidgerwood, ND

UnscoredInsufficient · 0
$93,925Mileage not verified

Lidgerwood, ND

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

Lidgerwood, ND

Fair PriceRobust · 154
$99,815Mileage not verified

Market: $85,060 – $117,540

Comparison: 154 similar vehicles

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

Lidgerwood, ND

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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