Analytics instruments tell us what users do. Server logs indicate bot activity. Log files are the most accurate source you have to understand AI crawlers.
What the logs shows
ll requests to your server are logged: IP address, date and time, requested URL, status code and user agent. It shows you exactly which pages are being visited by Googlebot, Bingbot, and AI agents like GPTBot or ClaudeBot.
What to watch for:
- Crawl frequency: What bots visit most, and how often?
- Crawl waste. Are bots crawling param URLs, dupes or redirects?
- Spot Status Codes: 404s, 500s, and long redirect chains.
- Ignored Pages: Pages that bots rarely or never visit.
- Response times: Slow pages blocking crawling.
How to break down :
- Export raw logs from your server or CDN.
- Filter by verified bot user agents Confirm IPs to avoid fake bots
- Use tools like Screaming Frog Log Analyzer, Splunk or custom scripts.
- Compare your sitemap to the crawled URLs.
Do something. Fix errors, improve internal linking to neglected pages, block low value URLs and update your robots.txt based on what you discover. Make a conscious decision about whether to permit or limit AI bots.
A good SEO company in Indore can use log file analysis on Indore projects to find problems that regular audits don’t catch and make sure your crawl budget is spent on your best pages.
