In the previous lesson, we explored an important idea: AI is generally more likely to recommend organisations it understands clearly. That leads naturally to another question — what makes an organisation easy for AI to understand in the first place?
The answer is not clever technology or sophisticated marketing. It is clarity. Just as people can only understand what is communicated clearly, AI relies on information that is specific, consistent and easy to interpret. That quality is what we describe as AI legibility.
AI needs facts, not assumptions
People are remarkably good at filling in missing information. An experienced procurement professional can often infer what a company does from industry context, previous conversations or prior experience.
AI cannot. It works with the information it is able to identify and interpret. If important facts are missing, vague or inconsistent, AI has little choice but to make a less confident assessment. The clearer your organisation explains itself, the easier it becomes for AI to understand where you fit. AI legibility is therefore less about writing more — it is about communicating more precisely.
Specificity creates understanding
Many organisations describe themselves in broad, promotional language. Phrases such as “integrated solutions,” “trusted partner” or “global excellence” may contribute to brand positioning, but they reveal very little about what the organisation actually does.
Specific information is far more valuable. Which dosage forms do you manufacture? Which therapeutic areas do you specialise in? Which regulatory approvals do you hold? Which markets do you supply? Which services do you provide? These are the facts that enable AI to connect an organisation with a buyer’s question. The more specific the information, the easier it becomes for AI to establish relevance.
Consistency matters as much as clarity
Clarity alone is not enough. The same story needs to appear consistently wherever your organisation is represented. Your website, capability statements, industry directories, company profiles and other public sources should reinforce one another rather than describe the business differently.
When AI encounters a consistent picture, confidence increases. When it encounters conflicting descriptions, uncertainty follows — and that uncertainty may not produce an incorrect recommendation. It may simply result in no recommendation at all. Consistency is therefore not merely a branding exercise; it helps AI build confidence in what your organisation represents.
Being understood is more important than sounding impressive
Many organisations invest significant effort in sounding distinctive. That has value for human readers. However, AI first needs to understand what you actually do.
Clear capability statements, recognised certifications, defined service categories and accurately described areas of expertise provide a stronger foundation than broad marketing language. Once AI understands those fundamentals, it becomes much easier for it to explain your organisation to someone else.
Organisations become visible to AI when their capabilities are stated plainly enough that AI does not have to guess.
AI legibility is ultimately about reducing ambiguity. The less AI has to infer, the more confidently it can recommend.
Key Takeaways
- AI legibility describes how easily AI can understand and accurately describe your organisation.
- AI depends on clear, specific and factual information rather than implied meaning.
- Specific capability statements are significantly more useful than broad promotional language.
- Consistency across websites and other public sources strengthens AI’s confidence in its understanding.
- Reducing ambiguity makes it easier for AI to connect your organisation with relevant buyer questions.