alt Hacker News> Alright so if you run a self-hosted blog, you've probably noticed AI companies scraping it for training data. ... There isn't much you can do about it without cloudflare
I'm sorry, what? I can't believe I am reading this on HackerNews. All you have to do is code your own, BASIC captcha-like system. You can just create a page that sets a cookie using JS and check on the server whether it exists. 99.9999% of these scrapers can't execute JS and don't support cookies. You can go for a more sophisticated approach and analyze some more scraper tells (like reject short useragents). I do this and NEVER had a bot get past this and not a single user ever complained. It's extremely simple, I should ship this and charge people if no one seems to be able to figure this out by themselves.
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From ChatGPT:
This approach can stop very basic scripts, but the claim that “99.9999% of scrapers can’t execute JS or handle cookies” isn’t accurate anymore. Modern scraping tools commonly use headless browsers (Playwright, Puppeteer, Selenium), execute JavaScript, support cookies, and spoof realistic user agents. Any scraper beyond the most trivial will pass a JS-set cookie check without effort. That said, using a lightweight JS challenge can be reasonable as one signal among many, especially for low-value content and when minimizing user friction is a priority. It’s just not a reliable standalone defense. If it’s working for you, that likely means your site isn’t a high-value scraping target — not that the technique is fundamentally robust.
Oops you just leaked your own intellectual property