Demo dashboard · read-only
What AI assistants cite for health questions
Built from the same pipeline as the health citations study. The page is rebuilt from the pipeline’s export, so no number here is typed by hand. Definitions and limits are on the method page.
Last updated 2026-09-19 · run 1 · assistants: ChatGPT (gpt-5.5) · runs so far: 1. Trend lines appear when the second scheduled run lands.
Questions
45
× 3 languages × 2 repeats
Answers
238
62 calls failed
Cited links
747
87% of answers cite
Stability
44%
source overlap between repeats
Unclassified
1.2%
links with no source type
Citation share by source type, per market
Share of all cited links in that market. Same scale in every panel.
Germany · German
241 links · 49% on national domains
- Public health bodies52%
- Patient and professional orgs28%
- Journals and research14%
- Hospitals and health publishers4.6%
- Pharma company sites0%
- Wikipedia0%
- Press0.8%
- Forums and social media0%
Denmark · Danish
233 links · 64% on national domains
- Public health bodies62%
- Patient and professional orgs21%
- Journals and research14%
- Hospitals and health publishers2.1%
- Pharma company sites0%
- Wikipedia0%
- Press0%
- Forums and social media0%
United Kingdom · English
273 links · 71% on national domains
- Public health bodies64%
- Patient and professional orgs21%
- Journals and research11%
- Hospitals and health publishers2.2%
- Pharma company sites0%
- Wikipedia0%
- Press0%
- Forums and social media0%
Citation rate
Share of answers that cite the source type at least once.
- Public health bodies74%
- Patient and professional orgs45%
- Journals and research24%
- Hospitals and health publishers7.1%
- Unclassified2.9%
- Press0.8%
Top cited sources, all markets
Share of all cited links.
- nhs.uk14%
- sundhed.dk11%
- nih.gov6.7%
- diabetes.org.uk5.6%
- nice.org.uk5.0%
- europa.eu4.0%
- gesundheitsinformation.de3.5%
- bund.de2.7%
- hjerteforeningen.dk2.7%
- cdc.gov2.5%
Company share of voice
13 pharma and device company names were searched for in 238 answers. None was named. For consumer health questions, the assistant talks about conditions and institutions, not companies. Product names are deliberately not tracked here.
Table view
| Source type | DE | DK | GB | All |
|---|---|---|---|---|
| Public health bodies | 52% | 62% | 64% | 60% |
| Patient and professional orgs | 28% | 21% | 21% | 23% |
| Journals and research | 14% | 14% | 11% | 13% |
| Hospitals and health publishers | 4.6% | 2.1% | 2.2% | 2.9% |
| Pharma company sites | 0% | 0% | 0% | 0% |
| Wikipedia | 0% | 0% | 0% | 0% |
| Press | 0.8% | 0% | 0% | 0.3% |
| Forums and social media | 0% | 0% | 0% | 0% |
| Unclassified | 0.8% | 0% | 2.6% | 1.2% |
Data: citations.csv · summary.json. This dashboard reports which sources assistants cite. It gives no medical advice and makes no claims about any company’s products.