Affiliate scams in the gold investment industry involve scammers feigning affiliation with a specific group or organization to earn investors' trust. Some warning signs of affiliate scams include claims of false endorsements, exaggerated affiliations, or targeting specific groups such as religious organizations or minorities. Investors should conduct unbiased research and look beyond basic affiliations to ensure they are not being deceived.