Brandwatch captures brand mentions across forums, news, and social platforms. SEMrush AI toolkit integrates AI visibility data with traditional SEO metrics. For businesses just starting, manually running prompts monthly is free and gives you a baseline. And what should you be tracking beyond just mention count? Sentiment accuracy. Competitive share of voice within AI answers. Which sources AI is citing when it mentions you. And whether your appearances are increasing or decreasing over time. Raw mention count is a starting metric. But those other data points are more meaningful. How long does it typically take to see improvements? Most businesses see early improvements within a couple months for structural changes like schema markup and content restructuring.

So here's something that might surprise you. You could be ranking number one on Google right now and still be completely invisible when someone asks chat GPT or perplexity about your industry. How wild is that? It's happening to businesses every single day. When buyers type something like best project management software for remote teams into an AI tool, they get a curated answer with just a handful of brands mentioned. If you're not in that list, you basically don't exist in that moment. That's the challenge with AI visibility, right? There's no page two. It's either you're in the answer or you're out. So where should businesses even start? The first step is auditing how AI describes your brand right now.