Sometimes, inspecting the network activity shows specific API endpoints that handle form data. Directly submitting to these endpoints can be quicker.

HTTP 403 or 404 errors often mean the server is blocking requests. Changing user agents or adding headers to mimic a real browser can sometimes solve this.

Tools like Ghostery can help reveal trackers that could be part of JavaScript traps.

I find Python’s translation libraries, like googletrans, helpful when I need to translate scraped data into English.

Setting up a rotating proxy pool lets me spread requests across multiple IPs, avoiding detection for frequent price checks.