The AI Visibility Gap: Why NYC Law and Engineering Firms are Losing Leads in 2026

What is the AI Visibility Gap?

The AI Visibility Gap is a technical phenomenon that where established professional firms remain “invisible” to generative AI Search engines like ChatGPT, Claude, and Perplexity despite having high traditional SEO rankings. This occurs when a firm lacks structured JSON-LD Schema and Answer-First content, preventing AI models from verifying them as a “trusted Entity.”