Human or Machine?

Web Analytics beyond bots: Understanding real site traffic

Web analytics traditionally focuses on understanding people: who visited, what they viewed, where they came from and whether they converted.

However, an increasing share of website activity is generated by software. Search crawlers, AI scrapers, monitoring tools, security scanners and other automated systems all 'consume' your content. This complexity demands a more sophisticated approach.

The goal is not to simply to remove bots. Snoobi Analytics already removes most standard bots from your analytics reports automatically.

Instead, the objective is to intelligently separate traffic according to the specific questions you're trying to answer. Human-focused analytics should clearly show actual visitor behavior and conversion patterns, while machine traffic remains available for separate analysis.
This distinction is critical because automated traffic reveals valuable insights into how search engines, AI systems and other services interact with your content.

This Snoobi White Paper details best practices for analyzing actual web traffic from real users while maintaining visibility into bot and scraper activite, ensuring your analytics serve your actual business needs while supporting SEO and platform optimization strategies.