{"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":"Something evaluates your company before anyone buys from it. It works out\nwhat the buyer needs, weighs what you've shown, and forms the opinion that\nbecomes a recommendation. For most of history that was a person. Now it is\noften a language model making the first pass. Either way the process is the\nsame, and it has a name: commercial evaluation.\n\nIt's huge, and you rarely see it happen. You just see the result: you won,\nyou lost, or you were never in the running.\n\nMarket research asks what buyers want. Sales asks how to win them over. We\nstudy the evaluation itself: how the decision actually gets made. Underneath\nevery one of those decisions are [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 Evaluation Observatory","version":"0.1","note":"Claims are presented at their evidence tier; Narrated is the lowest. Verify by walking edges, not by trusting us."}}