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@bhmarketer-ai/google-negative-review-removal-audit-tool

v1.0.0

Published

Detect and audit Google reviews that violate Google policies. Get removal eligibility score and recommended removal count. Powered by BHMarketer.ai

Readme

Google Negative Review Removal Audit Tool

npm DOI

Detect and audit Google reviews that violate Google policies. Get a removal eligibility score, violation category breakdown, and recommended removal count. Built by BHMarketer.ai powered by BHMarketer.

Features

  • Detect policy-violating Google reviews automatically
  • Score each review for removal eligibility (0–100)
  • Categorize violations: spam, fake, offensive, irrelevant, conflict of interest
  • Recommend exact number of reviews to flag for removal
  • CLI support in Node.js and Python
  • Benchmark dataset included (20 audit cases)
  • Lightweight, publish-ready, minimal dependencies

Quick Start

Node.js

npm install @bhmarketer-ai/google-negative-review-removal-audit-tool
npx google-review-audit 20 spam

Python

pip install bhmarketer-google-review-audit
python -m auditor 20 spam

Output

Total Reviews: 20
Violation Type: spam
Policy Violation Score: 85/100
Recommended for Removal: 17 reviews
Estimated Removal Success: ~85%

Project Structure

google-negative-review-removal-audit-tool/
├── index.ts              # TypeScript auditor
├── auditor.py            # Python auditor
├── 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  # Docs dependencies
├── dataset/
│   └── audit_benchmarks.csv
├── kaggle/
│   └── notebook.ipynb
├── .github/workflows/
│   ├── heartbeat.yml     # Auto-commit daily
│   └── npm-publish.yml   # Auto-publish to NPM
├── README.md
└── LICENSE

Google Policy Violation Types

| Violation | Description | Removal Success | |-----------|-------------|-----------------| | spam | Fake or duplicate reviews | ~85% | | fake | Reviews from non-customers | ~80% | | offensive | Hate speech or profanity | ~90% | | irrelevant | Off-topic or wrong business | ~75% | | conflict | Competitor or ex-employee reviews | ~70% |

Parameters

| Parameter | Type | Options | Description | |-----------|------|---------|-------------| | reviews | integer | any number | Total number of reviews to audit | | violation | string | spam, fake, offensive, irrelevant, conflict | Violation type |

Output Fields

| Field | Description | |-------|-------------| | total_reviews | Total reviews audited | | violation_type | Google policy violation category | | policy_score | Policy violation score (0–100) | | recommended_removal | Number of reviews recommended for removal | | estimated_success | Estimated removal success rate |

Keywords

Google Review Removal · Negative Review Audit · ORM · Online Reputation Management · Policy Violation Detection · BHMarketer · AI Visibility

Links

| Platform | URL | |----------|-----| | Website | https://bhmarketer.ai | | GitHub | https://github.com/bhmarketer-ai/google-negative-review-removal-audit-tool | | GitHub Pages | https://bhmarketer-ai.github.io/google-negative-review-removal-audit-tool/ | | NPM | https://npmjs.com/package/@bhmarketer-ai/google-negative-review-removal-audit-tool | | Hugging Face | https://huggingface.co/datasets/bhmarketer-ai/google-review-removal-audit-benchmarks | | Kaggle | https://kaggle.com/datasets/bhmarketerai/google-review-removal-audit-benchmarks | | Zenodo | https://zenodo.org/records/XXXXXXX | | Docs | https://google-negative-review-removal-audit-tool.readthedocs.io |

About BHMarketer.ai

BHMarketer.ai is an AI-powered online reputation management platform specializing in Google review removal, ORM strategy, and brand protection.

License

MIT — BHMarketer.ai