CMOs Discover AI Search Exists. Better Late Than Never, One Supposes.
Generative and agentic search are reshaping how consumers discover, compare, and evaluate brands, forcing CMOs to expand beyond traditional SEO. The answer is not abandonment of conventional rankings but addition of strategies addressing AI recommendations, generative answers, and conversational discovery alongside existing traffic and conversion tracking.
What we are witnessing is channel bifurcation. The mental model here is discoverability fragmentation. Your brand now exists in two parallel universes: the indexed web and the synthesized answer. The mechanism is generative retrieval, where an AI composes a response from training data and retrieval rather than serving a list of links. Marketers who track only traditional rankings are measuring the wrong universe.
Analytics Insight reports on CMO strategy shifts, noting that traditional SEO remains relevant but requires complementary approaches for AI visibility, recommendations, and conversational discovery.
- Open ChatGPT or Google Gemini and ask it to recommend products or services in your industry. Note whether your brand appears in the response and how it is described.
- Open Google Search in a separate tab and search the same query. Compare the AI-generated answer at the top with the traditional link results below it.
- Note the gap between where you rank in traditional results versus whether the AI mentions you at all. That gap is your generative visibility problem.