01
Who Are You?
Is the organisation clearly identifiable as one consistent business entity?
AI systems form representations from the information they can access. The clearer and more consistent that information is, the easier your business becomes to interpret.
You know your history, services, strengths and reputation. AI systems only encounter the digital information available to them and the relationships they can infer from it.
Is the organisation clearly identifiable as one consistent business entity?
Are the services, expertise and customer problems clearly explained?
Is there enough supporting information to reinforce credibility and relevance?
The goal is not to flood the web with repetitive claims. It is to create a coherent evidence layer around the business.
Use clear service, company and location information.
Reduce conflicting business details across public sources.
Strengthen the external and internal evidence connected to the business.
MR HARRY® connects AI Visibility, GEO, SEO, digital signals and competitive intelligence into one coherent view of the business.
Understand how clearly your business is represented for AI-driven discovery.
Improve the foundations supporting both traditional and generative discovery.
Track movement, competitive changes and the next actions that deserve attention.
AI systems can encounter public web content, structured information and other available signals that help form a representation of the business.
Inconsistent or outdated public information can create ambiguity and should be corrected where possible.
No. The broader public digital ecosystem can contribute to the representation of a business.
Start with the largest identity, service, location and authority gaps identified through an AI Visibility assessment.
Find out where your representation is clear — and where it needs work.