How Do You Spot Red Flags in "Automated Trading Bot" Showcase Videos?

Trading bloggers frequently promote automated EAs and webhook scripts using perfectly curve-fitted backtests on MT4/MT5. What parameters—such as modeling quality, variable spread simulation, and real-time forward test logs—do you demand to see before trusting a bot demonstration?