The medieval church of All Hallows Honey Lane was destroyed in the Great Fire of London in 1666. It was not rebuilt unlike many others. However Honey Lane is still there. Its entrance is marked by a carving of a honey bee as you can see in the photo below.
You can see from the map below that Cheapside had a large number of churches before the fire. All that exists of the churches that were never rebuilt are the parish boundary markers. You will find lost of parish markers if you look carefully as you walk up Cheapside in the City of London. See below for a selection of photographs showing these. If you are interested in a walk to tour these lost churches see here for a free downloadable Google Map.