A repeatable fix-and-retest workflow可重复的修复与复测流程
Turn an audit into a small, verifiable improvement.把审计变成小而可验证的改进。
GEO Teacher · Updated 13 October 2026GEO Teacher · 更新于 2026 年 10 月 13 日
Save a baseline保存基线
Record the URL, page purpose, scan time, issue and relevant markup. Back up WordPress content before editing. A baseline helps separate a real change from a temporary failure or parser difference.记录网址、页面用途、检测时间、问题及相关标记。编辑前备份 WordPress 内容。基线有助于区分真实变化、临时失败与提取差异。
Pick one useful fix选择一个实用修复
Begin with access or clarity: a blocked public path, missing text, inaccurate description or conflicting organization details. Avoid adding unrelated schema or padding content just to move a score.先解决访问或理解问题：公开路径禁止、文字缺失、描述不准确或组织信息冲突。避免仅为改变分数而添加无关 Schema 或机械扩写内容。
Keep edits reversible保持可恢复
Use a staging copy where possible. Change the smallest relevant component, retain its original code and check links and forms. Shared styles and functions should have one clear maintenance location.尽可能使用测试副本。修改最小相关组件，保留原代码，并检查链接和表单。共用样式与功能应有一个明确维护位置。
Verify the evidence验证证据
Rerun the same URL. A robots fix should change the path verdict; a metadata fix should be in the delivered head; a content fix should be visible to readers and the detector. Inspect these changes before interpreting the total.复测同一网址。robots 修复应改变路径判断，元信息修复应出现在输出 head 中，内容修复应对读者和检测器可见。解释总分前先核对这些变化。
Measure outcomes separately单独测量结果
Indexing, clicks and actual AI citations are separate observations and may change on different timelines. Keep their sources and sampling conditions explicit. If visits do not improve, investigate discovery and visitor intent rather than repeatedly adding markup.收录、点击与真实 AI 引用是不同观测，变化时间可能不同。应明确来源和采样条件。如果访问没有改善，应检查可发现性和用户意图，而不是反复添加标记。