u/Key_Fuel_2777

This might sound like a basic question, but I’m genuinely curious.

With Google, we have analytics, rankings, impressions, and all that data. But when it comes to AI tools, how do you even measure visibility?

Like, if someone asks a question in ChatGPT and your brand appears in the answer how would you know?

Is there any way to track:

• how often your brand is being mentioned
• what kind of queries trigger those mentions
• or how you compare against competitors

It feels like a black box right now.

If anyone here is working on AI visibility or experimenting with it, how are you measuring success?