As product discovery shifts from search engines to AI assistants, the question is:
Where should marketers actually show up?
Is it Google Reviews? Yelp? Reddit?
Or somewhere we’re not even thinking about yet?
The reality is, we don’t fully know. It keeps changing.
AI models are constantly being upgraded and revised. They rely on retrieval-augmented generation (RAG), pulling from a mix of structured and unstructured sources across the web. What this means is:
Your brand narrative is no longer controlled by your website.
It’s shaped by what others are saying everywhere.
So the strategy isn’t just to optimize one channel. It’s to build presence across the entire information ecosystem.
The brands that win won’t just chase individual platforms.
They’ll understand how AI retrieves, ranks, and repeats information from all across the web.
In this new era, visibility is what AI can find and repeat.