Winning the digital Shelf: How AI is reshaping ecommerce content, attention & conversion

Amy: It has become far more competitive. The physical shelf had 100-150 products; early e-commerce opened up a full page of results That has since narrowed to the top five or ten on page one and AI has shrunk it further to just three to five products selected by the LLM. Winning now means showing up in that very tight window. 

Amy: Both, and they are complimentary. The trend is moving toward algorithm optimisation but Opella's principle is human-first, human-last - content initiated by humans, produced for humans, with AI potentially assisting in between, and always checked by a human at the end. Conversion cannot be sacrificed for visibility.

Amy: The widely held prediction is that agent-driven shopping will become dominant, but retailers' dependence on retail media revenue makes a full transition uncertain. What is clear is that customers who research via tools like Rufus convert at a significantly higher rate, making LLM visibility increasingly valuable. The PDP conversion job remains unchanged for now, but personalising PDP content based on traffic source — something Amy experienced in D2C — could be the next major unlock if retailers provide the technology to enable it.