I think you should just buy a puppy without telling your kids haha.
NOBODY can resist an adorable face which screams "pet me". As puppies are young, timid and generally shy when you first get it, I think your kids will be less afraid and they'll want to care more for the it. As time goes by, I think their fear of dogs will probably fade away.
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