Who is Parbat Nepal?

Parbat Nepal is an SEO practitioner and SEO Director at One Percent Digital, a US-based digital marketing agency. His professional background spans 8+ years of search work across markets in the US, UK, Australia, Canada, UAE, and New Zealand — in e-commerce, SaaS, professional services, and local business domains.

His interest sits at the theoretical end of that work: search as applied information retrieval. How ranking systems interpret queries, how knowledge graphs represent entities and their relations, how generative systems select the sources they cite, and how automated observation changes what practitioners can actually know about these systems.

This site collects the working theory behind that interest — structural models of commercial documents, a diagnostic discipline for reasoning about ranking problems, and notes on information gain, extractability, and semantic architecture. They are held as hypotheses, revised as the systems they describe change.