The finding, in one line
Your structured data is the strongest of the seven, so AI can already tell who and where you are. What is missing is the off-site corpus, the directory and press citations that turn a clear identity into a recommendation.
The proof
These are the questions a brand or marketing lead would actually type when looking for an agency like Headcase. We then checked the directory lists AI assistants draw on to answer them, and recorded who was named.
Names that recur across the directory lists AI cites for Dublin agencies, from top pick to passing mention. Headcase did not appear in that set.
On the method, plainly. Reachability, schema, on-page text, titles and headings are measured directly from your homepage and robots.txt on 14 September 2026. The shortlist read is taken from the directory lists AI assistants cite for Dublin agencies, checked the same day. Because AI answers vary between runs, the firm standard is five runs per buyer question on each assistant before a rate is locked. That five-run pass is the immediate next step.
Three problems
None of these is about the quality of your work. They are about what the machines that now shape a buyer’s shortlist can see, understand, and repeat.
Organization and ProfessionalService data with a contact point, postal address and geo-coordinates. AI can already resolve who and where you are, a rare head start.
The directory and press footprint is light, so models have little third-party evidence to cite when they build a shortlist.
The name competes with slang and film titles, adding resolution noise where you want certainty.
Why this is fixable
This is an enviable position: the technical identity is done and done well. What remains is the off-site work, directory profiles and press, that gives an assistant a reason to name you. It builds on a base most agencies are missing.
One honest note before the upside. Direct traffic from AI is still small today. The prize here is not the click. It is being on the shortlist at all, because when an assistant recommends you it has already told the buyer why you fit, so the introduction arrives pre-qualified.