Definition: The Winin operating order—see clearly, then act; act on evidence; verify after action. Also written as monitor → align → execute → retest → operate. Canonical fact page: loop-find-govern-close-retest-operate.
Steps and owners
- Find the gap (Edith) — Pin absence, weak competitiveness, or misstatement in AI answers.
- Govern / Build the case (Homer) — Approved, verifiable fact foundation.
- Close the gap (Friday) — Advance authorized optimization work.
- Retest (Edith) — Same-conditions comparison; archive what changed.
- Operate — Turn the full loop into a repeatable weekly/monthly capability.
Why the order matters
Skipping fact approval before public changes amplifies Wrong outcomes. Skipping retest after changes turns leadership updates into anecdote. Stage gates (Reach / Shortlist / Accurate & Recommended) tell you which door is stuck; this loop tells you how to work.
Weekly rhythm (illustrative, not a contract)
An anonymized consumer-brand weekly log shows how a loop can land: monitoring finds Doubao reporting a wrong price → prepare a source correction awaiting human approval → draft a response after competitors are picked up by DeepSeek → submit category articles for review → verify citation-source replacements → produce a weekly report (visibility change archived). This does not require copying the same schedule; it shows diagnose—approve—publish—retest can run weekly.
Related
- Facts: edith · homer · friday
- Digest: same-conditions-retest-playbook
- Answers: geo-loop-five-steps · geo-weekly-operating-cadence
Source: https://winin.ai · 2026-09-11