James Dooley and Mike Lovatt discuss knowledge panels for affiliate sites because Google now favours real entities over anonymous blogs. They explain how affiliate brands can earn a knowledge panel through entity building, e-commerce signals, digital PR and structured data because third-party corroboration strengthens trust in the knowledge graph. The conversation covers KGM IDs, schema as the glue connecting profiles, and why founders should build personal authority because expert entities improve rankings after helpful content updates. Practical steps include Crunchbase, reviews platforms, business details and social amplification.