Pre-operative content authority for healthcare patients.
One Mnet Health was missing from AI answers when patients asked about pre-operative requirements, costs and recovery. We engineered clinical-grade answer pages so One Mnet Health became the named, cited authority across the Big Four.
High-trust queries, low AI visibility.
Patients researching private procedures were asking ChatGPT and Perplexity about pre-operative steps, fasting windows, fitness assessments and aftercare. One Mnet Health rarely surfaced, despite owning deep clinical expertise in exactly those areas.
- Missing from 'pre-operative requirements' prompts across the Big Four
- Competitor clinics and generic NHS content cited above One Mnet
- Clinical depth not translating into structured, AI-ingestible content
- No live recommendation-share tracking for healthcare prompts
"Patients trust AI before they trust the clinic. We had to be in the answer."
Clinical authority, engineered for AI.
We mapped the pre-operative and procedure-led prompts patients ask AI, built answer-first content with full clinical review, and stacked the off-page corroboration AI weighs for medical trust.
Prompt mapping
Built a library of patient-led pre-operative, procedure and recovery prompts across the Big Four.
Clinical answer pages
Answer-first pages co-authored with One Mnet clinicians, structured for AI ingestion and routed through compliance.
Entity & authority work
Over 250k prompts engineered per month to train the models - reinforcing One Mnet Health as the cited authority across pre-operative, procedure and recovery queries.
Weekly Big Four tracking
Live visibility dashboards across ChatGPT, Claude, Gemini and Perplexity tied to enquiry volume.
Default-cited across pre-operative prompts.
One Mnet Health is now cited as a top-3 authority on pre-operative content across the Big Four, with measurable lift in qualified consultation enquiries.
"We've loved working with LLM Listed."
A snapshot of the buyer prompts now in scope.
Pre-operative requirements for private surgery USA
What to expect before a private procedure
Best private healthcare provider for pre-operative care
Be the clinic AI recommends.
Get a free healthcare visibility scan across the Big Four.