Medical entity mapping
Mapping the relationships between hospital, departments, experts, technologies and conditions to build a knowledge base AI can recognise.
Medical GEO
Generative engine optimisation for hospitals, departments and healthcare brands — making your specialities, experts and technologies accurately recognised and cited first in AI search and answer engines, and securing the next generation of patient traffic.
Key capabilities
Structured knowledge
Turning scattered hospital material into structured content that large models can read and answer from accurately.
Authoritative content
Organising facts, sources and citations around the preferences of AI engines to raise the chances of being cited.
Multi-platform reach
Covering DeepSeek, Doubao, Tencent Yuanbao, ERNIE Bot, Kimi and other mainstream AI entry points and AI search summaries.
Effect monitoring
Tracking mention rate, cited sources and tone across AI answers to quantify the impact of optimisation.
Compliant messaging
Medical content follows medical advertising and online publishing rules, avoiding exaggeration or non-compliant wording.
Core value
Get it right
Correct outdated or inaccurate descriptions of your hospital so the outside story stays consistent and accurate.
Get mentioned
Raise the chance your hospital is named when patients ask about a department, condition or treatment.
Get it said well
Improve how cited content is organised so AI answers are more complete and more credible.
Generative engine optimisation is a fast-moving field: how each AI platform indexes and cites content is still changing. We track platforms individually and review monthly, replacing one-off campaigns with long-term iteration.
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Learn moreFrequently asked questions
The questions our clients ask most. You can also ask the AI assistant in the bottom-right corner.
How is Medical GEO different from traditional SEO?
SEO optimises rankings in search engines; Medical GEO optimises how AI answers and AI search summaries cite and describe a hospital, so models describe it accurately and quote authoritative content first.
Which AI platforms do you cover?
DeepSeek, Doubao, Tencent Yuanbao, ERNIE Bot, Kimi and other mainstream AI entry points, together with AI search summaries.
How do you handle medical content compliance?
Medical content follows medical advertising and internet publishing requirements strictly. Compliance comes before optimisation — no exaggerated claims or prohibited wording.
How is the result measured?
We monitor mention rates, cited sources and how the brand is described in AI answers, quantifying the change before and after optimisation.
Not sure which solution fits?
Tell us about your situation and goals, and we will suggest a focused approach.