How Do You Spot Influencers Who Use Photoshop and Fake Payout Dashboards?

Many trading bloggers post massive payout screenshots and funded account metrics to build immediate authority on social media. What technical red flags—such as inconsistent pixel alignment, missing transaction hashes, or unverified broker servers—do you look for to spot faked results?