Having an ABN totally depends on your individual circumstances and whether your pet care income reaches a certain level. In most cases, being a Floofers sitter will not require having an ABN unless you are able to make $18,200 a year or more from pet sitting.
If you fall into this category, the Australian government will classify this work as more than a hobby and instead, as a business. We highly recommend discussing these queries with an accountant.