The Content Impact Standard
Abstract
This OSF project hosts and documents The Content Impact Standard, an open, research-grade framework for evaluating content quality in AI-mediated discovery environments. The standard defines four core pillars—Discoverability, Answerability, Trust & Proof, and Brand Fit & Experience—and is intended to provide auditable, citable criteria for assessing content impact beyond production-centric or platform-specific metrics. The primary, human-readable canonical version of the manifesto is published at: https://contentia.co/content-impact-standard-manifesto/ A permanent, DOI-registered archival version is available on Zenodo for academic citation and versioning: https://doi.org/10.5281/zenodo.18383525 This OSF project exists to support academic visibility, critique, reuse, and potential extension of the framework within research, professional practice, and executive education contexts.
Fields of Study & Subjects
Digital Marketing and Social Media
Ethics and Social Impacts of AI
Academic Publishing and Open Access
Publication details
- Journal / source
- OSF Preprints (OSF Preprints)
- Publication date
- 27 January 2026
- Document type
- Preprint