What We'll Cover:

Ask ChatGPT or Gemini for the best rain jacket or the right CRM and the answer names a handful of brands, each framed a certain way. Learning that a brand is missing from that list is only the first step. This session runs the whole path, from the diagnosis the AEO Q Agents produce to the website and content changes that follow from it.

The Narrative AEO Agent starts with a question, not a brand. It expands that question into a cluster of related prompts, runs them across ChatGPT, Gemini, Claude, Mistral, and DeepSeek, and shows which brands own the answer, how each is framed, and which sources the models lean on.

The Brand & Product AEO Agent starts with the brand. It compares how LLMs, social conversation, and search describe a brand or product against its competitors, maps the gaps, and ranks recommendations to close them.

Then the findings become work. Product and category names rewritten in the words buyers actually use, page copy rebuilt around the questions they ask, and the sources the models already cite treated as a channel to earn.

Then we'll walk one finished example end to end, from the first prompt run to the list of changes it produced.