Building Naomi Marie: Three Years of Experiments
What we learned from audience growth, positioning shifts, monetization attempts, and operating an AI-native media property.
Read ResearchLabs
Research, experiments, and observations from building internet-native assets.
Labs is where Viral Mind Technologies documents selected experiments, case studies, frameworks, and operating insights. Not everything is published, only those lessons and insights worth sharing.
Featured Research
A selected internal memo.
One deeper piece at a time. Focused on a specific asset, system, or operating question.
Research Streams
How the archive is organized.
Labs is grouped by operating context, not content categories.
Case Studies
Real projects, decisions, constraints, outcomes, and operating lessons.
Infrastructure
Systems, frameworks, ownership models, and operational structures.
Experiments
Tests, observations, positioning shifts, failed attempts, and useful edge cases.
Licensing & Assets
Documentation, partnerships, rights, digital property structures, and commercial use cases.
Research Timeline
Archive of selected observations.
A chronological record of memos, experiments, frameworks, and case notes.
June 2026
Building Naomi Marie: Three Years of Experiments
A case study on audience growth, positioning changes, monetization attempts, and operating lessons from an owned digital personality.
- Case Study
- Read Research
May 2026
The Creator Ownership Stack
A research note on ownership systems, licensing structures, and the operational layers behind creator-first digital assets.
- Infrastructure
- Read Research
April 2026
What Happens When a Digital Asset Changes Positioning
An experiment memo documenting how repositioning affects perception, audience behavior, and long-term commercial clarity.
- Experiment
- Read Research
Operating Principles
What we publish, and what we do not.
What We Publish
- Original observations
- Real experiments
- Internal frameworks
- Lessons from operating digital assets
What We Don’t Publish
- News commentary
- Generic marketing advice
- AI-generated listicles
- Trend-chasing content
Research Requests
Looking at a similar problem?
We occasionally work with founders, creators, and operators facing questions around ownership, positioning, monetization, and digital asset development.