Entity and Schema Foundation
Schema markup and entity disambiguation are the single fastest signal a new brand can send to large language models. Adding Organization, Product, and Person schema to your homepage and key pages gives LLM crawlers a machine-readable identity card: your brand name, category, founding date, description, social profiles, and geographic scope. Without it, a crawler ingesting your site has to infer all of that from prose — and inference errors compound as the model is updated.
Pair schema with dedicated author pages for every person who publishes under your brand. Studies by TechCognate found that implementing schema, entity-building, and author pages together produced the first AI citations within weeks even on brand-new domains. Set your Google Business Profile, Bing Places, and any niche-specific directory listing at the same time so all sources describe you identically. Consistency across those external profiles is what converts a vague string match into a recognized named entity inside the model’s knowledge graph. For a deeper walkthrough of how structured data feeds into AI-generated answers, see our guide on connecting your brand data to AI platforms.


























