Information retrieval specialists, working on how AI chooses suppliers.

Our work has produced tens of millions in won work for leading contractors in the UK and the United States. We don't name them: in markets where one contract outweighs a year of marketing, nobody wants a case study showing competitors how they are found.

What we do

Search engines and AI systems choose which companies to name by retrieving passages and scoring them against the buyer's question. We build the questions buyers in your market ask, score your pages and your competitors' with standard retrieval measures, sample what AI systems actually answer, and trace every gap to a cause that can be fixed.

How an engagement runs

It starts with a short application and a free 15-minute consultation. If there is work worth doing, the next step is a Retrieval Opportunity Report for one service category: a measured, prioritised roadmap. Implementation follows the roadmap, and every change is re-tested against the same measures.

What we will not do

We will not guarantee that an AI system will name you. Nobody controls what those systems generate.

We will not present estimates as observations. Passage scores come from our own models and are labelled as such. Answer share is what we observe.

We will not publish a client's figures without their approval, which is why this site has no logo wall.