I am pretty sure I have lost paid clients because I deleted their too good to be true emails. Similarly cold emailing someone from your own address is more than likely get your company email blacklisted.<p>I seriously hate the way it is but it's a war out there and I don't think any scam detection program would last 5 minutes without the scammer finding a way around it or it making too many false positives to trust.