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Key takeaways
Stackmatix shared a case in which an unnamed B2B software company improved its content structure and explanations.
It reported appearing in AI answers to 18 target questions where it had not appeared before, within six months.
The agency reported that citations for keywords related to the company’s main use cases tripled, but published only limited details on how this was measured.
International case study — what changed?
Stackmatix says it improved content in three ways for a software company that already had search rankings and an established domain presence.
Improved structure: Moved definitions to the beginning of pages and strengthened the question-and-answer format
More specific explanations: Replaced abstract marketing language with supported figures and outcomes
Consistent brand descriptions: Used consistent wording for the brand name, product category, and main use cases
The agency reported new visibility for 18 target questions within six months and a threefold increase in citation frequency for key terms.
However, the agency did not publish enough detail to verify the results, such as the client’s name, the full list of questions, or the number of repeat runs. The figures should be understood as agency-reported results.
Our perspective — what does this mean for hospitals?
The following is our interpretation of how the case study might apply to hospital content.
Go beyond describing service lines and answer the situations patients ask about. Patients may ask not only for information about a test, but also specific questions such as what happens during a first visit or how to prepare for a test.
Start with a list of questions. Organize questions that come up repeatedly in consultations, such as those asked before an appointment, before a test, or after a visit.
Provide the information each answer needs. If an answer is brief, add it as a section on an existing page. If it needs more detail, create a separate page.
Track visibility by question. Along with overall mentions, check which questions started returning your content.
There is no need to create large numbers of short, repetitive pages for every question. Group related questions and prioritize answering them clearly and thoroughly.
What hospitals can check now
Do you have a list of real patient questions for each major service?
Are abstract marketing claims followed by specific explanations?
Is content grouped to match the questions patients ask?
Do you track newly surfaced questions and the pages cited?
Source
Stackmatix, Matt Pru, 「GEO Case Studies: Brands Winning in Generative Search」, September 6, 2026.
Put this research to work
Download the matching strategy toolkit and compliance checklist referenced in this analysis.