Data compiled from Bowen AI Strategy Group's analysis of 500+ Pittsburgh-area business websites, public business databases, and AI platform APIs as of Q1 2026. GEO scores were calculated using Bowen AI's proprietary scoring methodology, which evaluates llms.txt presence, structured data markup, AI crawler accessibility, content citability, and brand mention frequency across major AI platforms (ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews). Voice agent and technology spending data were gathered from surveys of 200+ Pittsburgh-area business owners conducted between January and March 2026. Market size estimates incorporate data from PitchBook, Crunchbase, and Bureau of Labor Statistics regional employment data.