Notes from the operating floor.

What we are seeing in retail / commerce media, data monetisation and AI commerce across the GCC.

AI shopping visibility: know what AI sees.

Consumers are starting to ask machines what to buy. Shopping agents and answer engines now sit between your products and the people who want them, and they make recommendations from the data they can see.

Most businesses have never audited what those machines see. Product data, feeds and content decide whether you are recommended or invisible. Knowing the answer is the first step. Fixing it is the second.

We are building out visibility dashboards for our clients so they accurately assess their mentions, citations and AI visibility in all the LLMs and can compare their scores and visibility against their competitors.

THE SERVICE