Really liked the point that finding a brand mention is only the beginning. The part about distinguishing the right company from unrelated results and combining multiple URLs describing the same event is especially important search data can get noisy very quickly if the context isn’t understood properly.

It also made me think about the other side of this problem: business discovery through AI search. If AI systems are increasingly deciding which businesses to surface, having accurate and consistent business information across the web becomes just as important as monitoring brand mentions. That’s actually one of the areas we’re working on with Oglas AI, so this was a particularly interesting read. The overlap between web search, entity understanding, and AI-powered discovery is getting pretty interesting.