2025 Real SEO™ Definition
"Embedding Vector Databases (FAISS, Chroma)"

Databases that store meanings as numerical “vectors,” letting AI search by concept instead of exact words.

Embedding Vector Databases (FAISS, Chroma)

Embedding Vector Databases store text as mathematical patterns—called vectors—that capture meaning rather than exact wording. Tools like FAISS and Chroma allow AI to compare ideas, not just keywords.

For marketers, this powers semantic search, topic clustering, and intent detection—core elements of Search-Everywhere Optimization™.

By embedding your site’s content, AI systems can “understand” brand language and retrieve relevant pages during conversational searches.