The Participation Value Index: A Framework for Measuring Audience Contribution
A deliberately falsifiable methodology for quantifying the value audiences create through discovery, advocacy, and governance.
The authoritative research hub for the Viewer Economy — rigorous, openly published, and deliberately falsifiable work on how audiences create value and how that value can be measured and shared.
Projected size of the creator economy by 2027
Goldman Sachs, 2023
Trust recommendations from people they know over advertising
Nielsen, 2021
Of US music listeners are now “superfans”
Luminate, 2024
Monthly active users in Discord communities
Music Ally, 2024
Our flagship research defining and measuring the Viewer Economy. Each report is published openly and invites critique, replication, and collaboration.
A deliberately falsifiable methodology for quantifying the value audiences create through discovery, advocacy, and governance.
Why the leverage in consumer media is migrating from passive reach to active contribution — and what it means for valuations.
Our flagship annual report tracking the emergence of the participation model across consumer platforms.
Search and filter every paper, analysis, framework, and field report across the Viewer Economy research program.
Showing 7 reports
A deliberately falsifiable methodology for quantifying the value audiences create through discovery, advocacy, and governance.
Why the leverage in consumer media is migrating from passive reach to active contribution — and what it means for valuations.
Our flagship annual report tracking the emergence of the participation model across consumer platforms.
Trust, conversion, and retention outcomes when discovery shifts from algorithms to participating communities.
A reference model decomposing audience contribution into measurable, designable layers.
Design patterns for sharing value with participants without diluting creator incentives.
A quarterly scan of leading indicators suggesting the Viewer Economy is already underway.
Methodologies, briefings, and reference materials for operators, investors, and researchers working in the category.
Logos, brand guide, boilerplate, and approved language for press and partners.
A primer for leadership teams evaluating the participation model.
The PVI framework and its falsifiable scoring methodology.
Our flagship report on the emergence of the category, with cited data.
The economic case for the Viewer Economy, formatted for investment teams.
Canonical terminology and usage for writing about the Viewer Economy.
A reference framework decomposing audience contribution into four measurable layers.
Design patterns for sharing value with participants without diluting creators.
An evidence review and replicable study design comparing the two discovery models.
A sourced scan of where audience participation is outperforming passive reach.
We publish openly and welcome collaborators — to replicate our methods, challenge our frameworks, and help hold the category to a rigorous standard. Subscribe for new research, or reach out to propose a study.
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