Hi
Search Engine Optmization (SEO) entails carrying effective competitor analysis which means certain factors

Backlinks Analysis
Keywords Research
Ranking Analysis
Meta-tags
Oraganis search ranking
Once you find these aspects into your mind you can track its performance and plan your own strategies accordingly.

Please mention if you consider any other factor/s while doing competitor analysis