How to read any gold research, in four questions
This is the same test we apply to our own material. Who published it, and do they profit if you act on it? Is the claim measured or expected? What date is on it, and has the world moved since? And what does the document itself say it cannot tell you? A source that answers all four honestly is worth more than ten that read like advertising.
- Who benefits if you believe this?
- Is this measured, argued, or predicted?
- How old is it — and is the page updated silently over time?
- What limitation does the author state themselves?

Describe this illustration: Four stacked gold tiers forming a pyramid, each carrying a single icon: a bar chart, a magnifying glass, a dashed forecast curve and a speech bubble, with one tier flagged by a small circular badgeHide description: Four stacked gold tiers forming a pyramid, each carrying a single icon: a bar chart, a magnifying glass, a dashed forecast curve and a speech bubble, with one tier flagged by a small circular badge
An original Capstone Metals diagram of how we sort every source used across this site. Measured data sits at the top because it can be checked. Analysis is argued from data and can be argued differently. A forecast is a view about a future that has not happened, however large the institution issuing it. An opinion is a person's judgement. The badge marks industry material — the World Gold Council, for example, is funded by gold mining companies, which does not make its data wrong but does mean its conclusions are not independent. Nothing about this hierarchy depends on who has the biggest letterhead.

Describe this illustration: Ranked list illustration of stated reasons reserve managers give for holding goldHide description: Ranked list illustration of stated reasons reserve managers give for holding gold
Stated reasons from a survey of reserve managers — intent recorded, not purchases proven. This original Capstone Metals illustration illustrates ranked list illustration of stated reasons reserve managers give for holding gold. It is educational artwork, not a price forecast, performance record or recommendation.





