Non-EU visitors can claim VAT back on purchases from one shop on one day above the minimum. Ask for the tax-free form and validate it at the airport before check-in.
Ask who made a piece and where. Check materials and shipping. Bargain politely only where invited; respect fixed prices in boutiques and artisan shops. Prices are fixed in Paris shops; bargaining only makes sense at the flea market.