Mapping Demand
Intent Decryption
All search data is evidence of underlying intent. Once we decrypt each keyword phrase into component words, we uncover valuable historical market surveys without leaving our desks.
Converting Demand
The Commercial Intent Schema is a cipher for value. To measure every keyword, build websites around the shape of demand, and know what to offer and what to say at each stage. Convert more.
We convert keywords into a more actionable language model for all of marketing and sales.
Pre-click inbound intelligence.
Define Demand, Definitive Positioning, Derived Opportunities.

The Ontology of Demand, Sales Conversation Qualification
What they want, when, and who they are..

Predictable Value
Commercial intent mapping helps prioritise inbound based on converting keywords

Sales Conversation Design
Deliver websites built around shape of demand for higher conversion rates

Matching Intent Stage
Not only the content, but what to offer, at each decision stage, to whom. Funnels are inside out.
Search data tells us more than anybody thinks. “Demand Definition” has a practical set of tools to discern the level of commercial intent from the words our visitors use.
Post Click Writing
Websites are built Inside Out
There is a disconnect between the website and what visitors are interested in, and what we want to say. Website structures were invented before Search, and have never adapted.
Market Intelligence
Leverage market, audience and buyer knowledge across channels.
Pillar Articles
Clicking with your audience
Convert enough and you can afford all the clicks you want

Clicks are not the measure of value
by Matt Lambert on 27th September 2026
Value is in “the nature of the words people use”, not in the numbers of clicks. When you see that specificity sets the value, and that closely related words can be 200x different, it changes perspective.
Figuring out what to do next is easier when you map out the different things they might be looking for. The more we uncover needs, the more organised we can be with our content. We can serve people better.
People respond when you pay them attention.

How words define buyer intent
by Matt Lambert on 13th May 2026
We define what words mean, in relation to each other, we get to understand what people want. We can communicate and learn more.
The ontology of Demand, the Sales and Marketing language, makes the commercial value of search marketing visible.
We are not building Wikipedia, our sites have a job to do. Our content needs to develop interest and the naming of ontology helps us recognise and respond to levels of visitor intent.
Join a thriving community of business owners, marketers & writers
Double performance and double it again; this is the goal. It is almost always through finding your audiences and writing specifically for them.

