How Do You Verify If a Blogger's Automated Trading Bot Performs Outside of Curve-Fitted Backtests?

Trading influencers frequently market automated EAs using backtest graphics that look flawless on historical data but collapse in live market regimes. What forward-testing metrics or live execution logs do you require before considering an automated trading script?