Unverified50% confidenceFactExact time
Likes, coins, favorites (triple engagement), and follows are core signals for video platform recommendation algorithms and can boost a video's distribution weight and a creator account's commercial monetization eligibility.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/18/2026
First Seen
Valid until: 12/17/2026
Sources
Related Entities
Related Claims
UnverifiedBilibili's video recommendation algorithm comprehensively considers factors such as text relevance between video titles and search terms, historical click-through rates, interaction data (likes, coins, favorites, danmu), and the UP host account's weight.78% similarUnverifiedCreatorHat offers three main features: identifying videos that outperform a channel's average, YouTube keyword research, and tracking changes in video search rankings.74% similarUnverifiedThe platform has preset prompt templates for specific scenarios such as video-related content and full-domain e-commerce.74% similarUnverifiedMainstream short video platforms (Douyin, Kuaishou, Video Account, etc.) have all deployed content deduplication systems that compare perceptual hash values, keyframe feature fingerprints, audio fingerprints, and other attributes extracted from videos against existing content in the platform's database.73% similar
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