AirBnb is also collecting occupancy tax in many cities [0]. I don't have a view on whether this tax is well justified, but it does seem like if hotels are required to charge it, then full time airbnb hosts should be required to charge it as well.
[0] https://www.airbnb.com/help/article/653/in-what-areas-is-occ...