# Flag unearned causal claims about disavow results

Judges: A report sentence about ranking changes after a disavow. Questions: noul:claims\_disavow\_caused\_improvement; noul:evidence\_is\_timing\_only. Action: Code blocks causal language before the 2-week, 4-week, and 3-month check-in reports are sent.

Grade: C — A clean typed decision with low volume or low value, or too vague to act on.. Score: 3.36.

Vertical: Agencies, media & creators.

Function: SEO & AI search.

Status: Idea.

Volume: occasional.

Value: meaningful.

Risk: moderate.

Evidence: null.

Flags: None.

- [Vertical](/verticals/agency_media_creator/)
- [Function](/functions/seo_ai_search/)
- [Decide whether a page is YMYL and which blocks fire](/use-cases/decide-whether-a-page-is-ymyl-and-which-blocks-fire/)
- [SEO-focused compression ratio spam detection](/use-cases/seo-focused-compression-ratio-spam-detection/)
- [Affiliate vs editorial link source classification](/use-cases/affiliate-vs-editorial-link-source-classification/)
- [Content republish freshness signal](/use-cases/content-republish-freshness-signal/)
- [Triage backlink prospects for relevance](/use-cases/triage-backlink-prospects-for-relevance/)
- [Keyword difficulty prediction model](/use-cases/keyword-difficulty-prediction-model/)