Search engine bots crawled so AI bots could run

2026-01-06 · Source: Stack Overflow Blog · Field: Technology & Digital — Artificial Intelligence & Machine Learning, Cloud Computing & IT Infrastructure, Data Science & Analytics · Depth: Novice, quick

Summary

Akamai data scientist Robert Lester discussed the impact of AI bots on internet traffic and their distinctions from traditional search engine optimization (SEO) bots during a January 6, 2026, interview. Lester explained that while SEO bots primarily indexed content for search engines, AI bots are designed for data collection to train large language models and other AI systems. He highlighted that these new bots consume significantly more resources and exhibit different behavioral patterns, posing new challenges and opportunities for website operators. The discussion also covered why mitigating AI bots might not always be desirable, given their role in advancing AI capabilities and potential future benefits.

Key takeaway

For CTOs evaluating network infrastructure and data strategy, understanding the distinct traffic patterns and resource demands of AI bots versus traditional SEO bots is crucial. Your mitigation strategies should differentiate between these bot types, as blocking AI bots might hinder future AI integration or data access for beneficial services. Consider allowing specific AI bot traffic to support emerging AI applications and data analysis.

Key insights

AI bots significantly differ from SEO bots, impacting internet traffic and data consumption for model training.

Principles

• AI bots consume more resources.
• Bot mitigation requires careful consideration.

In practice

• Monitor AI bot traffic patterns.
• Evaluate AI bot impact on resources.

Topics

• AI Bots
• Internet Traffic
• Akamai
• Cybersecurity
• Search Engine Optimization

Best for: CTO, AI Operations Specialist, Data Scientist, MLOps Engineer

Related on AIssential

• Google’s 2.5 Billion AI Overview Users Make Opt-Outs a Traffic Decision — Google's new AI Search opt-out forces publishers to weigh visibility in AI Overviews against direct traffic.
• EU Warns Meta not to Block Rival AI Bots From WhatsApp — Dominant platforms face antitrust scrutiny for restricting third-party AI access, especially in emerging markets.
• I Spent Weeks Testing AI for SEO. Most of It Was Useless. Here’s What Actually Worked. — Treating AI prompts as strategic instructions, not search queries, yields specific, actionable SEO insights.
• Increase of AI bots on the Internet sparks arms race — The rise of AI bots is intensifying web-scraping conflicts and creating new opportunities in generative engine optimization.
• How AI-Powered SEO Solutions Can Boost Website Visibility and Online Traffic — AI tools streamline SEO by automating research, optimizing content, and enhancing user experience for improved visibility.
• OpenClaw Users Are Allegedly Bypassing Anti-Bot Systems — OpenClaw users are reportedly bypassing anti-bot systems, raising concerns about AI misuse and web security.

Open in AIssential →

Editorial summary, takeaway, and curation by AIssential. Original article published by Stack Overflow Blog.