Product Update: Paragraph-Level Citation Intelligence, Query Fan-Out Across LLMs and AI Visibility Segmentation (Jan 2026)
This is our biggest AI Visibility product update so far. For the first time, you can see exactly which sources shape each paragraph of an AI answer, how prompts split into query fan-out across LLMs, where competitors are winning the narrative and much more. If you care about GEO, this changes how you work.
Introducing Chatoptic Persona Writer: Create LLM-Friendly Content to Improve AI Visibility for Your Audience
Today, we’re launching a new way to create persona-based, LLM-friendly content that helps your brand show up more clearly in AI answers for the audience you’re targeting.
The One AI Visibility KPI CMOs Should Actually Care About
You open your AI visibility dashboard and see ten different KPIs. All of them moved. Some went up, some went down. And as a CMO, you still don’t know if your brand is actually winning in AI. Sounds familiar? This article is for you.