Nick Lucas

Nick Lucas

Head of Content and SEO at Web Juice Media. I spent 10 years at a global tech giant debugging search algorithms and helping teams survive AI transformations, so you don't have to. I write code-compliant content, live for clean data, and constantly overthink Google algorithm updates. Powered by premium espresso and semantic search.

Semantic Search vs Vector Search: A Practical Comparison

Minimalistic futuristic illustration showing abstract data points and vectors representing the difference between semantic search and vector search.

Most SaaS teams use “semantic search” and “vector search” interchangeably. That’s a mistake. Semantic search vs vector search is really a comparison between a goal and a mechanism: semantic search is what you’re trying to achieve (understanding meaning), and vector…