BHMarketer GhostIndex Bot 🔍

AI-powered bot that detects pages requiring deindexing due to expired content, misinformation, policy violations, violent content, and other compliance risks — protecting search quality and website integrity. Built by BHMarketer.ai powered by BHMarketer.

Features

• Expired Content Detection — identifies outdated pages no longer serving users
• Misinformation Scoring — flags pages with factual inaccuracies and false claims
• Policy Violation Detection — detects pages breaching search engine guidelines
• Violent Content Flagging — identifies harmful, violent, or abusive content
• Compliance Risk Assessment — evaluates overall compliance risk per URL
• Deindex Priority Scoring — ranks pages by urgency of removal
• Search Quality Protection — safeguards website integrity and search rankings
• CLI support in Node.js and Python
• Benchmark dataset included (20 deindex detection cases)
• Lightweight, publish-ready, minimal dependencies

Quick Start

Node.js

npm install @bhmarketer-ai/ghostindex-bot
npx ghostindex-bot "https://example.com/expired-page" expired 85 72 90 65 78

Python

pip install bhmarketer-ghostindex-bot
python -m bot "https://example.com/expired-page" expired 85 72 90 65 78

Output

URL: https://example.com/expired-page
Violation Type: Expired Content
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Expired Content Score:       85 / 100  [Excellent]
Misinformation Score:        72 / 100  [Healthy]
Policy Violation Score:      90 / 100  [Excellent]
Violent Content Score:       65 / 100  [Healthy]
Compliance Risk Score:       78 / 100  [Healthy]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Deindex Priority Score:      78 / 100
Deindex Recommendation:      HIGH — Submit removal request immediately
Estimated Processing:        1-3 days

Project Structure

bhmarketer-ghostindex-bot/
├── index.ts              # TypeScript bot
├── bot.py                # Python bot
├── 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/
│   └── ghostindex_benchmarks.csv
├── kaggle/
│   └── notebook.ipynb
├── .github/workflows/
│   ├── heartbeat.yml     # Auto-commit daily
│   └── npm-publish.yml   # Auto-publish to NPM
├── README.md
└── LICENSE

Violation Types

| Type | Description | Priority | |------|-------------|----------| | expired | Outdated or expired content | High | | misinformation | False or misleading information | Critical | | policy | Search engine policy violation | High | | violent | Violent or harmful content | Critical | | compliance | General compliance risk | Medium |

Detection Signal Scores

| Signal | Description | Score Range | |--------|-------------|-------------| | Expired Content | Page age and relevance decay | 0–100 | | Misinformation | Factual accuracy and claim verification | 0–100 | | Policy Violation | Search engine guideline compliance | 0–100 | | Violent Content | Harmful or abusive content detection | 0–100 | | Compliance Risk | Overall compliance risk assessment | 0–100 |

Deindex Priority

| Score | Recommendation | Action | |-------|---------------|--------| | 0–30 | LOW | Monitor only | | 31–60 | MEDIUM | Review and optimize | | 61–80 | HIGH | Submit removal request | | 81–100 | CRITICAL | Immediate removal required |

Keywords

GhostIndex Bot · Deindex Detection · Content Removal · Policy Violation · Expired Content · Misinformation Detection · Search Quality · BHMarketer · AI Visibility · Compliance Risk

Links

| Platform | URL | |----------|-----| | Website | https://bhmarketer.ai | | Takedown Service | https://bhmarketer.ai/takedown-bad-search-results/ | | GitHub | https://github.com/bhmarketer-ai/bhmarketer-ghostindex-bot | | GitHub Pages | https://bhmarketer-ai.github.io/bhmarketer-ghostindex-bot/ | | NPM | https://npmjs.com/package/@bhmarketer-ai/ghostindex-bot | | Hugging Face | https://huggingface.co/datasets/bhmarketer/ghostindex-benchmarks | | Kaggle | https://kaggle.com/datasets/bhmarketer/ghostindex-benchmarks | | Zenodo | https://zenodo.org/records/20733022 | | Docs | https://bhmarketer-ghostindex-bot.readthedocs.io |

About BHMarketer.ai

BHMarketer.ai is an AI-powered online reputation management platform specializing in deindexing, content removal, search quality protection, and brand reputation defense.

License

MIT — BHMarketer.ai