Server log analysis reveals how search engine bots interact with your website, providing insights unavailable through any other method. This guide covers log analysis techniques, tools, and actionable SEO insights.
Why Server Log Analysis Matters
Server logs are the ground truth of how search engines crawl your site. While GSC provides aggregated data, logs show every single request, revealing which pages bots visit, response codes, and bot behavior patterns.
Python Log Parser
import re
from datetime import datetime
import pandas as pd
def parse_log_line(line):
pattern = r\