The professional world is in a period of significant change. Now, more than ever, having a clear, strategic understanding of your network is critical for navigating career transitions and building meaningful connections.
PSA Network Analyzer™ is offered entirely for free as a gift to the professional community.
We believe that everyone deserves access to tools that can help them, without the barrier of cost or the fear of their data being misused. This is our way of contributing, from one professional to another. If you find it useful, we only ask that you share it with someone else who might benefit.
Creator: Dr. Tuboise Floyd
Framework: Presence Signaling Architecture (PSA™)
License: Freemium | Attribution Required | Non-Commercial Use (see below)
The PSA Contact Scorer evaluates the strategic, ethical, and relational quality of your LinkedIn or CRM network.
Built as part of the Presence Signaling Architecture (PSA™), this tool identifies who in your network aligns, reciprocates, fades, or obstructs — using transparent, config-driven scoring logic.
It’s not a popularity contest. It’s a visibility system — for those left out of them.
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📊 Composite Signal Scoring
Trust, relevance, engagement, domain alignment, and more — all weighted from a YAML file you control. -
🧠 Persona Tagging
Transparent assignment of network role types like Ally, Dormant Potential, Ghost, Connector. -
🚦 Action Recommendations
Tiered decisions: Keep, Cultivate, Nurture, Monitor, or Withdraw — driven by score thresholds. -
🔍 Trust Signal Preprocessing
Uses real indicators (recency, mutuals, recommendations) to calculate a meaningfulTrust_Score.
- Upload your LinkedIn or CRM export CSV file.
- The system preprocesses it (adds
Trust_Score, etc.). - It evaluates each contact and assigns:
Composite_ScoreRecommended_ActionPersona_Tags
- You download a ranked CSV — and finally see your network clearly.
All logic is controlled by the config.yaml — nothing hidden.
- Solopreneurs evaluating lead quality
- Advocates filtering out extractive ties
- Founders pruning noise from weak signal networks
- Researchers modeling trust asymmetries in digital relationships
- Builders creating intentional visibility in biased systems
This tool is released under a PSA Custom Freemium License:
- ✅ Allowed: Academic research, nonprofit use, visibility diagnostics, teaching tools — with attribution.
- 🚫 Not Allowed: Internal productization, resale, enterprise integration — without commercial license.
📬 Contact for license upgrade or partnership:
- Email: toolset.ranker-28@icloud.com
- LinkedIn: Dr. Tuboise Floyd
- GitHub: @drtfloyd
Floyd, T. (2025). Presence Signaling Architecture (PSA™) & the PSA™ Contact Scorer. Independent Publication.
© 2025 Presence Signaling Architecture (PSA). All rights reserved.
📄 License: View LICENSE — Freemium use only. Commercial license required.