Depends on what it is knowledge of.
If it is knowledge of whether Mary was a virgin or Christ's Passion or the Ressurection or Transfiguration, then personal or subjective experience is not much of a guide. However if it is knowledge of God's love for me, for example, then knowing by direct personal experience is firmer.
Jesus loves me, this I know, for the bible tells me so