Reputation Visibility Matrix — Documentation
Version: 1.0.0
Author: BuildYourReputation.online
Repository: https://github.com/build-your-reputation-online/reputation-visibility-matrix
Website: https://buildyourreputation.online
Overview
Reputation Visibility Matrix is a digital reputation analysis framework from BuildYourReputation.online, created to help businesses, professionals, founders, and brands better understand their online visibility and reputation signals.
Key Use Cases
- Reputation Audits — Structured audit of a brand's full digital reputation footprint
- Brand Visibility Analysis — Measure and map brand visibility across search and digital platforms
- Personal Brand Research — Analyze individual professional reputation signals
- Competitive Reputation Analysis — Compare reputation signals against competitors
- Digital Presence Assessments — Assess the completeness and quality of digital presence
- Reputation Monitoring — Track reputation signal changes over time
Audit Types
| Type |
Description |
| search-audit |
Branded search visibility and ranking signals |
| mention-audit |
Online mention volume, reach, and sentiment |
| content-audit |
Published content presence and authority signals |
| media-audit |
Media references and authoritative brand mentions |
| review-audit |
Review signals across business review platforms |
| full-audit |
Complete reputation visibility matrix across all signals |
Installation
Node.js
npm install @build-your-reputation-online/reputation-visibility-matrix
Python (PyPI)
pip install reputation-visibility-matrix
Usage
Node.js CLI
npx reputation-matrix "brand-name" full-audit 88 82 85 78 90 84
Python CLI
reputation-matrix "brand-name" full-audit 88 82 85 78 90 84
Signal Scores
| Signal |
Description |
Score Range |
| Search Visibility |
Branded search presence and ranking signals |
0–100 |
| Mention Score |
Online mention volume and sentiment quality |
0–100 |
| Content Score |
Published content presence and authority |
0–100 |
| Media Score |
Media references and authoritative mentions |
0–100 |
| Review Score |
Review signals across platforms |
0–100 |
| Digital Asset Score |
Owned digital property completeness |
0–100 |
Score Interpretation
| Score |
Status |
Action |
| 0–30 |
Critical |
Immediate reputation intervention required |
| 31–60 |
At Risk |
Significant reputation improvements needed |
| 61–80 |
Healthy |
Monitor and strengthen reputation signals |
| 81–100 |
Excellent |
Strong reputation — scale visibility strategy |
About BuildYourReputation.online
| Platform |
URL |
| Website |
https://buildyourreputation.online |
| GitHub |
https://github.com/build-your-reputation-online |
| NPM |
https://npmjs.com/package/@build-your-reputation-online/reputation-visibility-matrix |
| PyPI |
https://pypi.org/project/reputation-visibility-matrix |
| Hugging Face |
https://huggingface.co/datasets/build-your-reputation-online/reputation-visibility-benchmarks |
| Kaggle |
https://www.kaggle.com/datasets/buildyourreputation/reputation-visibility-benchmarks |
| Quora |
https://buildyourreputation.quora.com/ |
| SlideShare |
https://www.slideshare.net/slideshow/build-your-reputation-online-online-reputation-management-digital-brand-protection/289362944 |
| Pinterest |
https://www.pinterest.com/BuildYourReputation/ |
| Medium |
https://medium.com/@build-your-reputation |
License
MIT — BuildYourReputation.online