How words define buyer intent
Only by naming word elements can we interpret people’s needs. An ontology of Sales and Marketing language makes the commercial value of search marketing more visible by naming and explaining the underlying meaning and the impact on intent.
This has not been done, by anyone. We are all working in the dark, and this impacts the effectiveness of all our client interfaces, whether the website, voice or chat ai.
We are not building Wikipedia. The ontology helps us recognise and respond to levels of visitor intent to enhance performance.
We have a job to do. Our content needs to develop prospect interest not just serve it.
Understanding the sales context
A marketing and sales ontology is part of a semantic structure that defines, organises, and names elements of buyer intent.
The specificity of what we call things, what our prospects call things is how marketing and sales conversations acquire value. Listen carefully and be relevant.
Intent acquires intensity with specificity,
This ontology isn’t just there to organise content.
It is reframing that content around what people are trying to do and helping them. It introduces terminology, concepts, and relationships specific to the sales and marketing domain.
In simple terms
That means we are defining elements of language that marketing and sales can recognise to develop a better conversation.
Between prospect and customers, software, and teams.
When we better understand what people want, we are in a better position to give it to them.
Why do we need it
These elements of marketing and sales language have yet to be formally explained elsewhere.
The lack of a naming system and an explanation of the relationships between those words (the semantic framework) hinders the marketing and sales industries from understanding the whole field.
Without it, software that relates to customers underperforms.
It is like running a kitchen without recipes.
The ontology is how levels of interest work.
The three types of simple ontology that sit within the semantic framework:
- The market words, as a way to describe the need, the thing prospects need help with (e.g., subject, topic, and type)
- The buyer journey words, (e.g., different sales stages)
- Audience words, (e.g., elements that relate to overlapping aspects of who they are)
Each part of the marketing and sales language model has an ontology, a hierarchy that shows us how words relate to each other. There is specificity and timing that we derive value from.
The purpose of the ontology is to:
- Create a common language across sales and marketing teams
- Enable better data integration between different systems and tools, shared understanding
- Support more effective information retrieval and analysis
- Improve AI and automation capabilities in sales and marketing processes
- Provide consistency in reporting and analytics
Enabling the future
These explanations will be essential in developing knowledge graphs and help applications that deal with sales and marketing needs.
Agents will need a way to understand, qualify and direct conversations.
Ai Chat and Voice
We give voice to the needs of customers.
Using both the terminology and the logical connections between different elements of the sales and marketing domain will help developers figure out what visitors, callers and agents need.


