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Stream/Area:
-
Subject:
-
Paper ID:
IJSREM55593
Volume:
9 |
12 |
Dec 2025
Pages:
Publication Frequency:
Monthly (12 issues per year)
License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.
The rapid expansion of the digital creator economy has necessitated a high-frequency presence across multiple, fragmented social media platforms. This decentralization introduces significant operational friction, as creators must manually manage content distribution, scheduling constraints, and performance analytics across disparate interfaces. This paper presents Krazy Notesy, an integrated automation framework designed to streamline the social media content supply chain. Utilizing a decoupled architecture with a Next.js frontend and a Node.js/Express API, the system centralizes asset management through a unified Media Dropbox and automates scheduling via a heuristic Smart Queue Engine. The engine enforces platform-specific pacing rules to optimize engagement and prevent account saturation. Furthermore, an integrated analytics module provides comparative A/B testing insights visualized through dynamic data structures. Real-time metadata persistence is achieved through Firebase Firestore, ensuring high availability and synchronization. Empirical evaluation of the prototype demonstrates a significant reduction in administrative overhead, validating the effectiveness of centralized heuristic-driven automation in digital content management.
KEYWORDS
Publication Date
12/29/2025
Peer Review Type
Double-Blind Peer Review
Review Rounds: 2
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Conflict of Interest
The authors declare no conflict of interest related to this research work.
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