Ideas that connect technology with decisions.
An English selection of our analysis on marketing systems, AI and visibility. Each article is edited for international readers, not machine-translated on the fly.
From SEE to THINK: how AI agents compress the path from idea to delivery
WYTiWYG, agents and the new production chain — with case studies and counterevidence.
WYTiWYG: What You Think Is What You Get
Why the emphasis shifts from seeing an output to framing an intention.
Does AI know your brand?
Brand understanding, mentions, citations and measurement in answer engines.
Marketing without silos
How strategy, content, campaigns and sales feedback can form one learning system.
AI in marketing: what to automate
A practical division of labour for AI in research, content, analysis and sales.
SEO does not end with Google
Visibility across search engines and AI-generated answers.
A useful insight should lead to a better question.
Explore the related services or bring us a specific challenge. We begin with the problem and the available evidence.