Column Title Two

What are AI brand mentions? And how are they different from citations?

You prompt ChatGPT with something, and suddenly your brand name shows up in the response. Sounds like a win, right? But before you share the screenshot with your team, there’s one important question to ask: Is your brand being cited or mentioned? As AI search and LLM-driven discovery continue to grow, understanding the difference between […]

The post What are AI brand mentions? And how are they different from citations? appeared first on Yoast.

What are AI brand mentions? And how are they different from citations?

You prompt ChatGPT with something, and suddenly your brand name shows up in the response. Sounds like a win, right? But before you share the screenshot with your team, there’s one important question to ask: Is your brand being cited or mentioned? As AI search and LLM-driven discovery continue to grow, understanding the difference between […]

The post What are AI brand mentions? And how are they different from citations? appeared first on Yoast.

Emotion Geometry of Google’s AI Models

Replicating Anthropic’s emotion vector research on Google’s Gemma 4 31B model. In April 2026, Anthropic published a fascinating paper showing that Claude contains 171 internal representations of emotion concepts, organized along a valence axis (positive to negative), with the ability to causally influence the model’s behavior through activation steering. The paper raised an obvious question: […]