GEO Logs Command: AI Crawler Activity

geo logs

Analyze server access logs for AI crawler activity.

Usage

geo logs --file /var/log/nginx/access.log
geo logs --file access.log --format json

Options

Option	Default	Description
--file	required	Path to server access log
--format	text	Output format: text or json

Supported log formats

• Apache/Nginx combined — standard combined log format
• JSON lines — CloudFront, Vercel, custom (fields: user_agent, path, timestamp)

Bot detection

Uses the AI_BOTS registry (27 bots). Case-insensitive User-Agent matching.

Python API

from geo_optimizer.core.log_analyzer import analyze_log_file

result = analyze_log_file("/var/log/nginx/access.log")