AI Scraping and Your Site: Why You Need to Focus on Foundations
The Reality of AI Scraping
The recent noise around AI tools, including rebrands like NotebookLM, has caused a predictable amount of panic. Many site owners are worried that their content is being 'stolen' or scraped at an unprecedented rate. My advice? Take a breath. A crawl is evidence, not the whole truth. Whether it is a traditional search bot or an AI agent, the technical challenges remain the same. If your site has poor crawlability, you have bigger problems than AI. Before you start blocking every user agent you see, ensure your technical foundations are solid. If your architecture is a mess, no amount of blocking will save your organic performance.
Audit Before You Act
Do not export everything and call it an audit. When you see an uptick in bot activity, the practical route is simple: check your server logs. You need to distinguish between legitimate search engine crawlers, useful AI agents, and malicious scrapers.
| Bot Type | Impact | Action |
|---|---|---|
| Major Search Engines | High | Maintain indexability |
| Reputable AI Agents | Medium | Consider access |
| Aggressive Scrapers | Low | Block via robots.txt |
This is where the problem usually appears: site owners blocking everything indiscriminately. This is a small task with high leverage if done correctly, but it is a disaster if you block the wrong user agents.
Prioritising Your Technical Effort
Instead of chasing every new AI bot, focus on your canonical strategy and internal linking. If you want to control how AI models ingest your data, you should be using an llms.txt file. This is a proactive way to guide AI models on what content to prioritize or ignore. It is far more effective than reactive blocking. Prioritise your efforts by crawl impact, indexation impact, and commercial value. If a page doesn't drive revenue or organic traffic, why are you worried about it being scraped?
The Cost of Implementation
Every technical change carries a migration risk. Before you implement complex server-side rules or custom headers, ask yourself: what is the implementation effort versus the commercial impact? Cosmetic SEO work—like obsessing over which AI tool is reading your site—is often a distraction from deeper technical debt. Fix your site speed, clean up your redirect chains, and ensure your XML sitemaps are accurate. That is where the real value lies.
Conclusion
The landscape of search is changing, but the fundamentals of technical SEO are not. You don't need a new strategy for every new AI tool. You need a robust framework that handles how bots interact with your server. For those ready to build a scalable approach to this, I recommend reviewing our AI agent standards to ensure your site remains both accessible to users and protected from unnecessary noise.