I looked at tools like Ahrefs, SEMrush, Similarweb, and some newer AI visibility platforms. Most traditional SEO tools are still strong for rankings and keyword data, but they don’t really explain AI-generated brand visibility. SpyderBot felt more focused on understanding how AI systems choose and recommend brands, which was the main reason I decided to try it.