Expertise needs clear answers and routes into deeper exploration
Useful expertise can be difficult to explore when it is spread across reports, articles, presentations and case studies. A single resource may contain several ideas, while an answer to one practical question may require knowledge from several resources. The task is to bring that knowledge together without losing the context and narrative that help people understand it.
Start with what your audiences are asking and the circumstances behind those questions. Then examine where your existing content offers an authoritative answer, supported by evidence. Prioritise the overlap between genuine audience needs and subjects where you have something useful to say. Focused answer resources can provide an additional layer, rather than replacing material that explains, persuades and connects readers to related ideas.
The Frameworks applies this approach through Brand Proximity, examining existing knowledge, identifying relevant subjects and organising material into a connected body of knowledge. Its platform assembles source material into focused, evidence-based pages around specific audience questions.
The Frameworks' brief for UST illustrates the navigation problem within a specialist subject. UST had an extensive library about its AI expertise, but prospects struggled to identify the resources most relevant to them. The task was to create an experience connecting users with tailored insights while demonstrating UST's AI capabilities. The rationale was relevance: recommendations needed to reflect individual needs rather than the fixed outputs that can make traditional assessment tools feel generic.
Sources: The art of AEO: are you part of the conversation?, Brand Proximity: AI-powered B2B discoverability service, UST NavigatorAI: Creating personalised experiences with generative AI, The Prompt: Your brand has got the answers. AI just can’t find them.