Metadata-Version: 2.4
Name: reputation-defender
Version: 1.0.0
Summary: Reputation Defender helps individuals, creators, and businesses monitor, identify, and respond to online reputation risks.
Home-page: https://www.of-defend.co
Author: OF-Defend.co
Author-email: "OF-Defend.co" <info@of-defend.co>
License: MIT License
        
        Copyright (c) 2026 OF-Defend.co
        
        Permission is hereby granted, free of charge, to any person obtaining a copy
        of this software and associated documentation files (the "Software"), to deal
        in the Software without restriction, including without limitation the rights
        to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
        copies of the Software, and to permit persons to whom the Software is
        furnished to do so, subject to the following conditions:
        
        The above copyright notice and this permission notice shall be included in all
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        THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
        IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
        FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
        AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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Project-URL: Homepage, https://www.of-defend.co
Project-URL: GitHub, https://github.com/OF-Defend/reputation-defender
Project-URL: Documentation, https://reputation-defender.readthedocs.io
Project-URL: PyPI, https://pypi.org/project/reputation-defender
Keywords: reputation-defender,online-reputation-defense,brand-protection,negative-search-results,fake-profile-detection,review-defense,digital-trust-signals,of-defend
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

# Reputation Defender 🛡️⚔️

[![npm](https://img.shields.io/npm/v/@of-defend/reputation-defender)](https://npmjs.com/package/@of-defend/reputation-defender)
[![PyPI](https://img.shields.io/pypi/v/reputation-defender)](https://pypi.org/project/reputation-defender)
[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.22041169.svg)](https://doi.org/10.5281/zenodo.22041169)

Reputation Defender is a reputation defense platform that helps individuals, creators, and businesses monitor, identify, and respond to online reputation risks. It analyzes a brand or name for negative search results, fake profiles, review inconsistencies, missing business listings, and other digital trust signals — then provides actionable recommendations to strengthen online visibility, credibility, and brand protection. Built by [OF-Defend.co](https://www.of-defend.co).

## Overview

The platform combines reputation risk detection with trust signal analysis — scanning for threats across search results, social platforms, review sites, and business directories, while simultaneously identifying gaps in legitimate digital presence that leave brands vulnerable.

## Key Capabilities

- **Negative Search Result Detection** — Identify and assess negative content ranking in branded search results
- **Fake Profile Detection** — Detect suspicious or fake profiles impersonating a brand or individual
- **Review Inconsistency Analysis** — Identify unusual review patterns, fake reviews, or coordinated attacks
- **Missing Business Listing Detection** — Find gaps in business directory and local listing presence
- **Digital Trust Signal Analysis** — Evaluate trust signals across search, social, and review platforms
- **Actionable Recommendations** — Prioritised steps to strengthen reputation and reduce risk
- **Brand Protection Monitoring** — Track reputation health changes and emerging threats over time
- **Credibility Scoring** — Quantified scoring of overall online credibility and defense posture

## Defense Types

| Type | Description |
|------|-------------|
| search-defense | Negative search result detection and suppression strategy |
| profile-defense | Fake profile and impersonation detection |
| review-defense | Review inconsistency and fake review analysis |
| listing-defense | Missing business listing and directory gap analysis |
| trust-defense | Digital trust signal evaluation and strengthening |
| full-defense | Complete reputation defense scan across all signals |

## Features

- Risk Score — evaluates overall reputation risk level from detected threats
- Trust Signal Score — measures strength of legitimate digital trust indicators
- Search Defense Score — assesses negative search result exposure and suppression
- Profile Defense Score — tracks fake profile and impersonation risk
- Review Defense Score — analyses review inconsistency and authenticity signals
- Listing Defense Score — measures business listing completeness and accuracy
- CLI support in Node.js and Python
- Benchmark dataset included (20 reputation defense cases)
- Lightweight, publish-ready, minimal dependencies

## Quick Start

### Node.js

```bash
npm install @of-defend/reputation-defender
npx reputation-defender "brand-name" full-defense 88 82 85 78 90 84
```

### Python

```bash
pip install reputation-defender
python -m reputation_defender "brand-name" full-defense 88 82 85 78 90 84
```

## Output

```
Brand: brand-name
Defense Type: Full Defense
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Risk Score:                    88 / 100  [Excellent]
Trust Signal Score:            82 / 100  [Healthy]
Search Defense Score:          85 / 100  [Excellent]
Profile Defense Score:         78 / 100  [Healthy]
Review Defense Score:          90 / 100  [Excellent]
Listing Defense Score:         84 / 100  [Excellent]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Overall Defense Index:         85 / 100
Priority Action:               Profile Defense (lowest — act first)

Defense Channels:
  Search Results:          88 / 100
  Social Profiles:         78 / 100
  Review Platforms:        90 / 100
  Business Listings:       84 / 100
```

## Threat Types Detected

| Threat | Description |
|--------|-------------|
| Negative Search Results | Harmful content ranking for branded searches |
| Fake Profiles | Impersonation accounts on social platforms |
| Review Attacks | Coordinated fake negative reviews |
| Missing Listings | Unclaimed or absent business directory listings |
| Trust Gaps | Missing trust signals leaving brand vulnerable |
| Brand Impersonation | Unauthorized use of brand identity online |

## Score Interpretation

| Score | Status | Action |
|-------|--------|--------|
| 0–30 | Critical | Immediate reputation defense required |
| 31–60 | At Risk | Significant defense improvements needed |
| 61–80 | Healthy | Monitor and strengthen defense posture |
| 81–100 | Excellent | Strong defense — maintain and scale |

## Keywords

Reputation Defender · Online Reputation Defense · Brand Protection · Negative Search Results · Fake Profile Detection · Review Defense · Digital Trust Signals · OF-Defend.co

## Links

| Platform | URL |
|----------|-----|
| Website | https://www.of-defend.co |
| GitHub | https://github.com/OF-Defend/reputation-defender |
| GitHub Pages | https://of-defend.github.io/reputation-defender/ |
| NPM | https://npmjs.com/package/@of-defend/reputation-defender |
| PyPI | https://pypi.org/project/reputation-defender |
| Hugging Face | https://huggingface.co/datasets/of-defend/reputation-defense-benchmarks |
| Kaggle | https://www.kaggle.com/datasets/ofdefend/reputation-defense-benchmarks |
| Zenodo | https://zenodo.org/records/22041169 |
| Docs | https://reputation-defender.readthedocs.io |
| Medium | https://medium.com/@of-defend |
| Quora | https://www.quora.com/profile/Of-Defend |
| SlideShare | https://www.slideshare.net/slideshow/comprehensive-online-reputation-defense-and-brand-protection-strategies/289392094 |
| Pinterest | https://www.pinterest.com/ofdefend/ |

## About OF-Defend.co

OF-Defend.co is a reputation defense platform helping individuals, creators, and businesses monitor, identify, and respond to online reputation risks — strengthening online visibility, credibility, and brand protection.

## License

MIT — [OF-Defend.co](https://www.of-defend.co)
