Research Methodology

How Keystone Macro sources, reviews, and labels its work.

Sourcing

New intelligence items must carry a direct source URL, named publisher, source timestamp, and verification timestamp. Primary and authoritative sources are preferred. Legacy items without provenance are marked accordingly.

AI assistance

AI may help scan, summarise, structure, and draft analysis. It is not treated as a source. Automated long-form research is saved as an unpublished draft until editorial review.

Market data

Market figures come from third-party feeds and may be delayed, incomplete, adjusted, or unavailable. The displayed update time describes the app cache, not an exchange-grade real-time guarantee.

Editorial review

Published research should distinguish sourced facts from Keystone Macro interpretation, state key risks, and identify what evidence would change the view.

Corrections

Material errors should be corrected promptly. Contact hello@keystonemacro.com with the page URL and supporting evidence.

Scope

All content is general information and education. It is not personalised investment advice, a recommendation, or an offer to transact.