YouTube auto-extracts three frames per video that remain largely unused. DeArrow, a crowdsourced database by the SponsorBlock author, replaces clickbait titles and thumbnails with community-vetted alternatives, offering privacy-respecting integration through hash-prefix API endpoints and efficient batch processing.