Shape Bot Defence detect bots AI and Machine Learning applied to the behaviour of the bot.
Wappalyzer Chrome Extension doesn't seem to recognize it, we've noticed that certain websites protected by Shape, if opened by a browser in incognito mode and with developer tools tab opened, they stop to work. Closing the developer tools tab, they work again.
BEST CHOICE: at the moment, the best approach is a Playwright + Firefox with the right options.