Search Quality Evaluation & User Intent Analysis Sample

In this project, I conducted a structured evaluation of search engine results based on user intent and content relevance.

I analyzed:

Query intent classification (Informational / Navigational / Transactional)

Page Quality assessment

Needs Met rating

Content credibility and usefulness

The evaluation followed structured AI rating guidelines to determine how well search results satisfy user intent.

This project demonstrates my expertise in search quality evaluation and structured rating systems used in AI training.