James Dooley and Craig Campbell discuss how Google knowledge panels work and why entity recognition now drives visibility because AI systems rely on verified sources. They share real experiments, failed attempts and unconventional tactics used to trigger panels across Wikidata, IMDb and business profiles. The conversation explains trust signals, corroboration and brand authority because Google rewards consistent identity data across the web rather than simple rankings.