Offer struggle-of-attention
https://sergiohfvb897.yousher.com/cory-maki-google-search-results-geo-ai-to-curate-branded-knowledge-panels
Offer conflict-of-attention and funding disclosures to reinforce trust; generative engines pick clear sources for sensitive issues.