/#AI Search Monitoring#GEO#AI Search Analysis#Vertical GEO
Generic GEO methodologies — built around user prompts as demand input, visibility and SOV as core metrics, and content distribution as deliverables — fit B2C exposure but map poorly to vertical industries. In pharmaceuticals, industrial goods, finance, and law, demand is better read from market data than from lagging prompts, and competition happens on the intermediate "semantic bridges" AI must traverse rather than at the endpoint of recommendation. Vertical GEO therefore requires different deliverables (authoritative-content restructuring, bridge coverage), different evaluation standards (accuracy, authority, scenario match over mention frequency), and a different supply chain (domain expertise plus AI-visibility technology, not a transplant of generic GEO skills).