Metadata-Version: 2.4
Name: removals-space-reputation-engine
Version: 1.0.0
Summary: Removals Space Reputation Engine is a digital reputation management and online content analysis tool designed to help individuals, businesses, and digital professionals better understand and manage their online visibility.
Home-page: https://removals.space
Author: Removals.Space
Author-email: "Removals.Space" <info@removals.space>
License: MIT License
        
        Copyright (c) 2026 Removals.Space
        
        Permission is hereby granted, free of charge, to any person obtaining a copy
        of this software and associated documentation files (the "Software"), to deal
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Project-URL: Homepage, https://removals.space
Project-URL: GitHub, https://github.com/Removal-space/Removals-Space-Reputation-Engine
Project-URL: Documentation, https://removals-space-reputation-engine.readthedocs.io
Project-URL: PyPI, https://pypi.org/project/removals-space-reputation-engine
Keywords: removals-space,reputation-engine,online-reputation-management,digital-reputation,content-removal,serp-monitoring,url-analysis,search-visibility,orm
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Topic :: Internet :: WWW/HTTP
Classifier: Topic :: Office/Business
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Dynamic: author
Dynamic: home-page
Dynamic: license-file
Dynamic: requires-python

# Removals Space Reputation Engine 🛡️🔍

[![npm](https://img.shields.io/npm/v/@removals-space/reputation-engine)](https://npmjs.com/package/@removals-space/reputation-engine)
[![PyPI](https://img.shields.io/pypi/v/removals-space-reputation-engine)](https://pypi.org/project/removals-space-reputation-engine)
[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.21852955.svg)](https://doi.org/10.5281/zenodo.21852955)

Removals Space Reputation Engine is a digital reputation management and online content analysis tool designed to help individuals, businesses, and digital professionals better understand and manage their online visibility. Built by [Removals.Space](https://removals.space).

## Overview

The tool focuses on identifying potentially harmful, outdated, misleading, or unwanted content that may influence how a person, brand, or organization appears across search results and online platforms.

## Reputation Management Framework

```
Discover → Analyse → Assess → Resolve → Monitor
```

Users can use the system to review search results, identify URLs that require attention, categorize reputation related content, and maintain records of ongoing content review activities.

## Key Capabilities

- **Online Reputation Monitoring** — Track digital presence across search results and platforms
- **URL & Content Analysis** — Identify and analyse URLs requiring reputation attention
- **Search Visibility Tracking** — Monitor SERP position and content visibility changes
- **Reputation Risk Identification** — Surface potentially harmful or misleading content
- **Content Review Workflows** — Structured workflows for systematic content assessment
- **Removal Request Tracking** — Manage and track content removal request progress
- **SERP Monitoring** — Ongoing search engine results page monitoring
- **Digital Presence Assessment** — Comprehensive digital footprint analysis
- **Reputation Reporting** — Structured reports for reputation management workflows
- **Ongoing Monitoring** — Continuous tracking of reputation metrics and changes

## Features

- Reputation Risk Score — evaluates overall digital reputation health
- Content Discovery Score — measures harmful or unwanted content identification
- Search Visibility Score — tracks SERP presence and search result exposure
- URL Analysis Score — assesses URL risk levels and content categories
- Removal Feasibility Score — evaluates content removal or suppression options
- Monitoring Coverage Score — measures ongoing reputation monitoring completeness
- CLI support in Node.js and Python
- Benchmark dataset included (20 reputation management cases)
- Lightweight, publish-ready, minimal dependencies

## Quick Start

### Node.js

```bash
npm install @removals-space/reputation-engine
npx removals-engine "brand-name" business 85 78 82 74 88 80
```

### Python

```bash
pip install removals-space-reputation-engine
python -m reputation_engine "brand-name" business 85 78 82 74 88 80
```

## Output

```
Profile: brand-name
Profile Type: Business
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Reputation Risk Score:         85 / 100  [Excellent]
Content Discovery Score:       78 / 100  [Healthy]
Search Visibility Score:       82 / 100  [Healthy]
URL Analysis Score:            74 / 100  [Healthy]
Removal Feasibility Score:     88 / 100  [Excellent]
Monitoring Coverage Score:     80 / 100  [Healthy]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Overall Reputation Index:      81 / 100
Priority Action:               URL Analysis (lowest — act first)

Reputation Channels:
  Google Search:           82 / 100
  News & Media:            78 / 100
  Social Platforms:        80 / 100
  Review Sites:            74 / 100
```

## Profile Types

| Type | Description |
|------|-------------|
| business | Business and brand reputation management |
| individual | Personal and professional reputation monitoring |
| executive | Executive and leadership digital presence |
| agency | Agency managing multiple client reputations |
| organization | NGO, institution, and organizational reputation |
| brand | Product brand and trademark reputation |
| professional | Professional and freelancer reputation tracking |

## Project Structure

```
Removals-Space-Reputation-Engine/
├── index.ts                   # TypeScript reputation engine
├── reputation_engine.py       # Python reputation engine
├── setup.py                   # PyPI setup config
├── pyproject.toml             # PyPI build config
├── package.json               # NPM package config
├── package-lock.json          # NPM lock file
├── tsconfig.json              # TypeScript config
├── schema.json                # JSON-LD structured data
├── zenodo.json                # Zenodo metadata
├── heartbeat.txt              # Auto-updated daily
├── mkdocs.yml                 # ReadTheDocs config
├── .readthedocs.yaml          # ReadTheDocs build config
├── docs/
│   ├── index.md               # Documentation
│   └── requirements.txt
├── dataset/
│   └── reputation_benchmarks.csv
├── .github/workflows/
│   ├── heartbeat.yml
│   ├── npm-publish.yml
│   └── pypi-publish.yml
├── README.md
└── LICENSE
```

## Score Interpretation

| Score | Status | Action |
|-------|--------|--------|
| 0–30 | Critical | Immediate reputation intervention required |
| 31–60 | At Risk | Significant reputation risk — act now |
| 61–80 | Healthy | Monitor and maintain current strategies |
| 81–100 | Excellent | Strong reputation — continue monitoring |

## Keywords

Removals Space · Reputation Engine · Online Reputation Management · Digital Reputation · Content Removal · SERP Monitoring · URL Analysis · Search Visibility · ORM · Removals.Space

## Links

| Platform | URL |
|----------|-----|
| Website | https://removals.space |
| GitHub | https://github.com/Removal-space/Removals-Space-Reputation-Engine |
| GitHub Pages | https://removal-space.github.io/Removals-Space-Reputation-Engine/ |
| NPM | https://npmjs.com/package/@removals-space/reputation-engine |
| PyPI | https://pypi.org/project/removals-space-reputation-engine |
| Hugging Face | https://huggingface.co/datasets/removals-space/reputation-benchmarks |
| Zenodo | https://zenodo.org/records/21852955 |
| Docs | https://removals-space-reputation-engine.readthedocs.io |
| ProvenExpert | https://www.provenexpert.com/removals-space/ |
| Quora | https://www.quora.com/profile/Removals-Space |
| Pinterest | https://www.pinterest.com/RemovalsSpace/ |
| Slideshare | https://www.slideshare.net/slideshow/removal-space-a-guide-to-online-reputation-and-content-removal/289080518 |


## About Removals.Space

Removals.Space is a digital reputation management platform helping individuals, businesses, and digital professionals better understand and manage their online visibility through structured content discovery, analysis, assessment, resolution, and monitoring workflows.

## License

MIT — [Removals.Space](https://removals.space)
