
AI Citations vs. Brand Mentions: Not the Same
Your brand monitoring dashboard shows solid numbers. Mentions are up. Sentiment is mostly positive. Reach looks healthy. Then someone on your team asks ChatGPT for the top tools in your category, and your brand doesn’t appear once. That’s not a monitoring failure. That’s a monitoring blind spot. The two systems track fundamentally different things, and […]











