What are your thoughts and ideas to prevent these scams.
Either do your own due diligence (stick with established, well rated merchants) or use a credit card when shopping somewhere "less than reputable".
Yup that's pretty much the safest way that one can take. But now with payment processors like bitpay.com coming around its safe to use btc almost anywhere where bitpay.com is used.