Frontier Marketer's company presentation documents a GEO programme for a stage-lighting business, supported by screenshots of supplier-related AI-search responses. The case focuses on buyer-intent content, clearer brand information and cross-platform discoverability.
Project at a glance
Client: Stage-lighting business; public client naming requires confirmation - Category: B2B manufacturing and export
Buyer contexts: Supplier discovery for the United States, Europe and Canada, alongside China-manufacturing queries
Scope: GEO planning, content development, brand information and AI-search optimisation
Frontier's role: GEO strategy and content execution, as described in the company presentation
The challenge
The source describes limited brand presence in AI-generated answers and constraints on conventional search visibility. For a B2B exporter, that creates a practical question: can buyers find accurate information about the business when they ask an AI system to help identify suppliers?
The task was to make the company's information more useful in the context of specific supplier-selection questions.
Our insight & strategy
The programme centred on buyer intent rather than generic brand promotion. Content planning addressed the questions prospective buyers ask when comparing manufacturers, product types and export-market requirements.
It combined clearer website information with supporting industry content and broader brand references. These activities were intended to help search and answer systems interpret the company's capabilities; they do not provide control over whether a platform recommends a supplier.
What we delivered
Buyer-question and topic planning
The content approach focused on supplier discovery, product-category questions and market-specific purchasing considerations.
Supporting content development
The presentation describes in-depth industry articles, case material and reports, together with work on supporting references.
Brand-information consistency
Website, industry-media, community and knowledge-platform information formed part of the broader approach to establishing a coherent brand presence.
AI-search content optimisation
The programme addressed content structure and semantic clarity for Google AI, Gemini, Perplexity and ChatGPT discovery contexts.
Results & evidence
The presentation contains screenshots labelled Google AI Overview, Gemini, Perplexity and ChatGPT. The Google and Perplexity examples visibly include a manufacturer name; the displayed Gemini and ChatGPT excerpts do not establish a comparable named-client recommendation.
These are selected screenshots, not a repeatable platform-wide visibility measurement. The presentation does not provide capture dates, full response records, a tested prompt set, before-and-after citation rates or attributable traffic and lead results. The screenshots do not establish a measured uplift, a stable recommendation position or verified brand exposure across all four platforms.
What made the difference
A buyer-led content brief. The work was organised around supplier questions and purchasing contexts.
Information development beyond a single page. The stated programme combined on-site content with wider brand information and references.
A bridge between export marketing and AI discovery. The approach connected the business's supplier proposition with a changing research channel.
Related services & next step Relevant services: GEO & AEO Visibility and Global Market Entry.
Want to understand how buyers encounter your business in AI search? Start with a documented baseline of relevant buyer questions and the sources appearing in their answers.