Español
PR and authority
We can have an impeccable content calendar, publish regularly and secure media coverage. An audit of AI presence opens a different question: which part of that work supports our brand’s narrative?
Activity needs a second perspective
Publishing an article, distributing a press release or updating a page are actions we can record. To understand their role in AI answers, we need to observe the available evidence about sources, pages and citations.
This does not diminish the value of content and PR work. It lets us investigate it from another angle. A publication may be important to our strategy without appearing in the analysed sample. A reference we barely noticed may support part of the narrative. Both situations need context.
What our information contributes and what others contribute
Owned sources allow us to explain the offering precisely: products, services, documentation, capabilities and positioning. External sources can provide an independent view of the brand, references and context.
In VISORY, Origin distinguishes Owned Authority from Earned Authority. This lets us study the weight of brand-controlled assets and external support without assuming one replaces the other. We want to understand how the whole picture is built.
Dependence matters too
Imagine a brand whose presence relies heavily on a single directory. If that directory changes or contains outdated information, we have a reason to review the fragility of the narrative. Now consider a brand with support distributed across several relevant sources. The interpretation will be different.
Source Diversity and Source Concentration help examine that distribution. Source Quality analyses the quality of classified sources. Strategic Source Coverage relates current presence to opportunities in sources that could strengthen authority. None of these questions is answered by counting publications.
Domains and pages are different levels
Knowing which sources are involved is one thing; reviewing the specific content used is another. Strength adds that page-level view: breadth, recurrence and concentration of the citation footprint.
We may find a relatively diverse ecosystem of domains and discover that, within our website, the signal depends on just a few pages. That combination helps investigate where useful content is concentrated and which capabilities have limited representation.
What changes for a PR team?
The assessment can help refine a source strategy. Which narrative is being picked up, which information needs reviewing, which source types play a relevant role and where we see opportunities requiring deeper analysis.
The decision still needs professional judgement: the relevance of the outlet, its relationship with audiences, the quality of information and the brand’s objectives. A source cited in a sample does not automatically become an investment recommendation.
Publish with a clearer question
Content work can also become more precise. If we know which needs are appearing and what evidence is missing to explain a capability, we can build more useful pieces and review the assets that should support them.
I want the conversation to move from volume to purpose. Why are we publishing this information, what should it help people understand and how will we observe its results? VISORY provides a view of presence, sources and opportunities; the team decides how to integrate it into its strategy.
Later, with comparable measurements, we can revisit the ecosystem and examine changes. Authority needs sustained work, solid information and careful interpretation of the signals in front of us.
