Citation & Source Engine for Private healthcare & wellness
We activate mentions, external sources, listings, partners, reviews and references AI already consults.
For clinics, hospital groups, specialised centres and wellness brands where trust, accuracy and reputation drive choice.
What this engagement
actually does for this buyer.
A clinic group wants WebMD to cite its specialty content and PubMed to index its outcomes data. Citation & Source Engine runs that program: structured submission to Healthgrades and Doctolib, peer-review pipeline coordination with academic partners, named-doctor profile placement on Topdoctors with verifiable credentials. Every source has a compliance gate (AEPD, GDPR, advertising rules); this engagement runs each placement through review before publication so clinical leadership and the legal team don't get surprised.
The questions they're
asking right now.
“how to get a private clinic listed on Healthgrades and Doctolib”
“what does it take for a hospital's outcomes paper to be indexed in PubMed”
“how do AI engines decide which clinics WebMD cites”
What AI engines
are reading.
- 01
Verifiable credentials and accreditations: boards, peer-reviewed research, patient outcomes
- 02
Doctor and staff schema with specialties, education, certifications
- 03
Patient testimonials with verifiable identity and consent
- 04
Coverage in medical publications and trusted health platforms, not only marketing channels
What matters
in this industry.
- 01
Trust and accuracy at maximum E-E-A-T
Medical content has zero tolerance for wrong information. AI engines weight clinical authority, peer review and verifiable credentials more here than in any other vertical.
- 02
Specialty and outcome data wins
Patients filter on 'best clinic for IVF', 'top hospital for transplants', 'specialist for X condition'. Without structured specialty and outcome data, you're filtered out.
- 03
Compliance-aware authority
Building citation-worthy content while respecting medical advertising rules and patient confidentiality is a craft. AI engines reward sites that get this right.
How buyers
actually research.
Patients researching private healthcare ask AI questions they would never type into Google: 'is doctor X good for IVF', 'side effects of treatment Y', 'best clinic in country Z for transplants'. AI synthesizes from medical publications, patient reviews, hospital data and accreditations. Bad data — wrong specialty, outdated procedures, missing accreditations — costs trust and patients, not just clicks.
What you get
specifically here.
- 01
Named-source acquisition pipeline reviewed against AEPD and EU AI Act constraints
- 02
Per-specialty source coverage map showing owned vs pitchable named platforms
- 03
Peer-review pipeline coordination with named academic partners and target publications
Where the citations
actually come from.
AI presence work in this vertical runs through specialised review against AEPD, the EU AI Act and per-jurisdiction advertising rules before publication. Compliance isn't a gate after the work — it's how the work is shaped from day one.
How this engagement
fits the sector.
Citation & Source Engine
We activate mentions, external sources, listings, partners, reviews and references AI already consults.
AI Visibility Audit for healthcare
Diagnose how ChatGPT, Gemini, Perplexity, Copilot and Google AI Mode describe, cite, ignore or misrepresent your brand.
AI Presence Strategy for healthcare
Roadmap to make your brand more discoverable, understandable and citable across generative engines.
GEO · AEO · LLMO for healthcare
We optimise content, structure, data, FAQs, comparisons and key pages for generative answers.
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For brands that need to appear in comparison, education and high-intent queries — with compliance baked in.
- →Citation & Source Engine for Education & executive learning
For universities, business schools and programs competing on international searches and AI-assisted comparisons.
- →Citation & Source Engine for B2B, technology & industry
For companies aiming to enter AI-generated shortlists, RFPs and vendor research workflows.
Do you know what AI
says about you?
Request an audit and discover how your brand appears when customers, partners and investors ask AI for solutions, recommendations, comparisons or vendors in your category.
- 01Analysis across ChatGPT, Gemini, Perplexity, Copilot and Google AI Mode
- 02Real comparison with your main competitors
- 03Citations, mentions and source review
- 04Detection of errors and incomplete information
- 05Content and authority opportunities
- 06Executive 30 / 60 / 90 day roadmap