This article presents the notion of Fibonacci statistical convergence using density by moduli, this indeed extends the concept of Fibonacci statistical convergence which we call as Fibonacci f-statistical convergence. The primary focus of this study is to prove the Korovkin type theorem of Boyanov and Veselinov [5] using Fibonacci f-statistical convergence. A connection between Fibonacci statistical convergence and Fibonacci f-statistical convergence is also established.