# Sponsor read detection

Judges: one transcript window. Questions: noul:is\_ad\_read; noul:host\_endorsement\_style. Action: Auto-mark ad breaks for chapters and ad skipping.

Grade: A — A clean typed decision \(yes/no, a pick from a list, or a level on a scale\) that is concrete, repeats routinely, and has meaningful value.. Score: 4.57.

Vertical: Agencies, media & creators.

Function: Ads.

Status: Idea.

Volume: routine.

Value: meaningful.

Risk: moderate.

Evidence: null.

Flags: None.

- [Vertical](/verticals/agency_media_creator/)
- [Function](/functions/ads/)
- [Brand safety keyword classification](/use-cases/brand-safety-keyword-classification/)
- [Detect brand-name competitor bidding requests](/use-cases/detect-brand-name-competitor-bidding-requests/)
- [430 competitor ads a second](/use-cases/430-competitor-ads-a-second/)
- [Ad network and placement targeting classification](/use-cases/ad-network-and-placement-targeting-classification/)
- [Fatigue language flag in comments](/use-cases/fatigue-language-flag-in-comments/)
- [Ad swipe file auto-tagging and search](/use-cases/ad-swipe-file-auto-tagging-and-search/)