# Auto-triage Google Ads recommendations

Judges: One Google Ads recommendation from list\_recommendations. Questions: choice:action - apply, dismiss, review; noul:conflicts\_doctrine - does it conflict with bidding-strategy doctrine \(e.g. bid adjustments on Smart Bidding\). Action: Dismiss at high confidence, queue the res

Grade: C — A clean typed decision with low volume or low value, or too vague to act on.. Score: 3.49.

Vertical: Cross-industry.

Function: Ads.

Status: Idea.

Volume: occasional.

Value: meaningful.

Risk: moderate.

Evidence: null.

Flags: None.

- [Vertical](/verticals/cross_industry/)
- [Function](/functions/ads/)
- [Search intent classification matching ad message](/use-cases/search-intent-classification-matching-ad-message/)
- [PMax placement brand safety](/use-cases/pmax-placement-brand-safety/)
- [Ad relevance quality score prediction](/use-cases/ad-relevance-quality-score-prediction/)
- [Score ad-to-page message match](/use-cases/score-ad-to-page-message-match/)
- [Red flag messaging and toxic copy detection](/use-cases/red-flag-messaging-and-toxic-copy-detection/)
- [Ad-to-landing page message match](/use-cases/ad-to-landing-page-message-match/)