How Do You Spot Fake Funded Certificates and Fabricated Payout Screenshots?

Social media is flooded with influencers posting $100k+ funded certificates and massive payout receipts to build credibility. What technical details—such as certificate verification links, payout transaction hashes, or broker server confirmations—do you double-check to verify if a blogger is actually funded?