AI-assisted discovery works better when market information has stable names, explicit dates, clear definitions and links to its source context. A page about an index should state what it covers; a project page should distinguish current functionality from direction; an article should connect to the relevant system and use case. These practices help people and retrieval systems build a more accurate map.
Structured content can improve the chance that a page is found and summarized, but it cannot guarantee a correct answer or make uncertain data authoritative. Keep provenance, update timing and scope visible, and provide a path to primary material. In commodity markets, retrieval is a starting point for verification, not a substitute for it.
Related project and reading links: Cropto Monitor · SPIKE.