GEO Co-creation · Premium Bathroom

Objective

• Ensure AI assistants recommend the brand accurately and consistently in brand-recommendation, comparison and use-case questions
• Remove negative or inaccurate information from AI-generated answers
• Extend AI coverage across smart toilets, bathroom hardware and adjacent categories, reinforcing the premium positioning

Challenge

• Core tension: the brand performs well in a few high-end niche scenarios but is weak in high-frequency, mass-market AI recommendations
• Way forward: map the buyer decision journey, break down the high-frequency questions at each stage, and build an AI-friendly content system

Process

• Generate a large set of precise AI prompts covering core categories, based on audience personas and the industry user journey
• Structure the brand's existing official material into a dedicated AI content knowledge base, aligning technical wording and correcting inaccurate information online
• Produce high-quality content tuned to AI retrieval preferences, embedding product standards, selection logic and usage scenarios
• Distribute content on high-authority, AI-trusted industry platforms, track citations continuously and refine the strategy

Results

Long-term value

We handed over a GEO operations knowledge base so the brand can iterate on content and monitor performance independently — making the results reusable and building a self-renewing digital asset.