From questions to action.

L.E.N. helps a brand see how AI represents it, understand what shapes that representation and decide what to do about it. The product is organised into four areas, used in sequence.

Questions

Discover the questions relevant to your brand.

Start from what people ask. The questions consumers put to AI about your products, quality, heritage, desirability and value form the basis for everything that follows.

AI Answers

Examine what AI platforms say and the sources they surface.

Read the answers themselves, alongside the sources they draw on. The aim is to understand what shapes a representation, not only what it says.

Opportunities

Identify discrepancies, gaps and areas worth investigating.

Compare what AI says with what the brand knows to be true. Discrepancies, missing information and weak sources become specific areas worth investigating.

Actions

Turn those findings into coordinated work across brand teams and agencies.

Connect each finding to the work it implies and the team responsible for it, whether that is the brand’s own website, product information, editorial, digital PR, creators, retail partners or an existing agency.

Where L.E.N. is today

L.E.N. is in active development. A working prototype demonstrates Questions, AI Answers, Opportunities and Actions. Access is currently by invitation.

Request a conversation