{"id":"commercial-evaluation","type":"concept","title":"Commercial evaluation","created":"2026-07-13","status":"active","authors":["Upstream Zero"],"edges":[{"rel":"observes","to":"requirements"}],"pubState":"published","body":"This is the commercial evaluation concept as it appears in the research graph.\nFor the full, canonical definition of commercial evaluation, and how\nAI-mediated commercial evaluation works, see the reference page:\n[Commercial Evaluation](/learn/commercial-evaluation).\n\nOn the research side, commercial evaluation is the invariant the program\nstudies: the process by which a buyer, or a system acting for one, narrows a\nfield of vendors into a recommendation and a selection. Each research component,\nrecommendation set formation, vendor elimination, frontrunner movement,\nrecommendation survivability, validation and evidence, and the rest, studies a\npart of it. Underneath every one of those decisions are\n[requirements](/concepts/requirements).","url":"/concepts/commercial-evaluation","machineUrl":"/objects/commercial-evaluation","referencedBy":[{"from":"C-0001","rel":"cites"},{"from":"H-1","rel":"cites"},{"from":"requirements","rel":"cites"}],"_meta":{"site":"Upstream Zero · Commercial Intelligence for AI-Mediated Commercial Evaluation","version":"0.1","note":"Claims are presented at their evidence tier; Narrated is the lowest. Verify by walking edges, not by trusting us."}}