Most of the furnishing companies also do have their online store nowadays. Just search it on Google the items you are looking for and it will give results of online furnishing stores offering similar products you want to buy.
Your definitely right, businesses should be responsible enough to let buyers know the final price of the products they are selling including the GST to avoid confusion and negative feedback from the buyers.