Case Studies

Deep dives into product search, discovery, and AI visibility.

AI & Search Visibility

AI Visibility Audit: The 4% Problem

How often ChatGPT, Claude and Gemini actually recommend a brand when users ask for options — one comparable test across three assistants, and the mechanisms behind why a company stays invisible among competitors.

Read the case study →