📍 Semantic Summary The Idea: AI search engines do not guess; they calculate probabilities based on vector embeddings. If your brand name, product, or core concepts share the same name as other concepts, you suffer from entity ambiguity. Entity disambiguation is the process of forcing AI to recognize your specific version of a term. The Challenge: Many B2B SaaS companies […]
How to Build a Custom Knowledge Graph for Your B2B Brand.
📍 Semantic Summary Idea: You don’t need to wait for Google to figure out who you are. By building a custom Knowledge Graph on your own website using Schema markup and interconnected content, you can explicitly define your brand entity, your products, and your expertise to AI search engines. Challenge: Most B2B websites are structured […]


