Any good web crawler has limits.

Yeah. Like, literally just:

• Keep track of which URLs you've been to
• Avoid going back to the same URL
• Set a soft limit, once you've hit it, start comparing the contents of the page with the previous one (to avoid things like dynamic URLs taking you to the same content)
• Set a hard limit, once you hit it, leave the domain altogether

What kind of lazy-ass crawler doesn't even do that?

Yeah I was just thinking... this is not at all how the tools work.

This kind of stuff has always been an endless war of escalation, the same as any kind of security. There was a period of time where all it took to mess with Gen AI was artists uploading images of large circles or something with random tags to their social media accounts. People ended up with random bits of stop signs and stuff in their generated images for like a week. Now, artists are moving to sites that treat AI scrapers like malware attacks and degrading the quality of the images that they upload.

They follow robots.txt

It's unclear how much damage tarpits or other AI attacks can ultimately do. Last May, Laxmi Korada, Microsoft's director of partner technology, published a report detailing how leading AI companies were coping with poisoning, one of the earliest AI defense tactics deployed. He noted that all companies have developed poisoning countermeasures, while OpenAI "has been quite vigilant" and excels at detecting the "first signs of data poisoning attempts."

Despite these efforts, he concluded that data poisoning was "a serious threat to machine learning models." And in 2025, tarpitting represents a new threat, potentially increasing the costs of fresh data at a moment when AI companies are heavily investing and competing to innovate quickly while rarely turning significant profits.

"A link to a Nepenthes location from your site will flood out valid URLs within your site's domain name, making it unlikely the crawler will access real content," a Nepenthes explainer reads.