I subbed chia gel for the eggs and 2 TBSP Xylitol plus 2 TBSP almond milk for the honey. (elanaspantry.com)
To make a simple caramel, melt together 1/2 cup brown sugar, 1/4 cup earth balance vegan butter, and up to 2 TBSP almond milk until the perfect consistency is reached. (thecoconutdiaries.net)
I only used 3 Tbsp butter and subbed 6 Tbsp almond milk for the rest. (lowcarbmaven.com)