... French-speaking media groups and large publishers. Instead of guessing how LLMs rank brands, we observe actual patterns in how AI crawlers behave and how traffic flows. That changes everything. We now work with SEO agencies and brands like lemlist to help them: Track how ChatGPT, Gemini and Perplexity mention them Identify visibility gaps vs