Review Removal Intelligence — Documentation¶
Version: 1.0.0
Author: ReviewRemoval.Services
Repository: https://github.com/review-removal-services/review-removal-intelligence
Website: https://reviewremoval.services
Overview¶
Review Removal Intelligence is an automated review management system designed to streamline the identification, analysis, and tracking of problematic online reviews.
Reviews are assessed based on defined criteria rather than assuming that negative feedback should automatically be removed.
Supported Platforms¶
Google · Yelp · Airbnb · TripAdvisor · Trustpilot · Facebook · Amazon · G2 · Glassdoor · App Store · Play Store
Key Capabilities¶
Automated Review Analysis¶
Systematic analysis of review content against platform policy criteria — reducing manual review tasks at scale.
Review Classification¶
Categorization of reviews by type, risk level, and required action — organizing review data into structured workflows.
Issue Detection¶
Identification of potentially fake, misleading, abusive, defamatory, spam-related, or policy-violating reviews.
Review Monitoring¶
Continuous monitoring across multiple review platforms — maintaining an up-to-date view of review activity.
Policy-Based Assessment¶
Reviews assessed against defined platform policies and terms of service — not just sentiment or star rating.
Reporting Workflow Support¶
Structured workflows for review reporting and escalation — providing clear documentation for each review action.
Reputation Tracking¶
Ongoing tracking of review patterns and reputation metrics — identifying trends and emerging issues.
Review Issue Types¶
| Type | Description |
|---|---|
| fake | Suspected fake or inauthentic review content |
| misleading | Inaccurate or misleading review information |
| abusive | Abusive, threatening, or harassing content |
| defamatory | Potentially defamatory or libellous claims |
| spam | Spam-related or promotional review content |
| policy-violation | Platform policy or terms of service violation |
| conflict-of-interest | Competitor or conflict of interest review |
| off-topic | Irrelevant or off-topic review content |
Installation¶
Node.js¶
npm install @review-removal-services/review-removal-intelligence
Python (PyPI)¶
pip install review-removal-intelligence
Usage¶
Node.js CLI¶
npx review-removal-intel "business-name" google 88 82 85 78 90 84
Python CLI¶
review-removal-intel "business-name" google 88 82 85 78 90 84
Signal Scores¶
| Signal | Description | Score Range |
|---|---|---|
| Review Risk | Overall review health and policy compliance | 0–100 |
| Authenticity | Indicators of fake or manipulated content | 0–100 |
| Policy Compliance | Reviews assessed against platform policies | 0–100 |
| Issue Detection | Abusive, defamatory, or spam content | 0–100 |
| Platform Coverage | Monitoring completeness across platforms | 0–100 |
| Workflow Efficiency | Review management process effectiveness | 0–100 |
Score Interpretation¶
| Score | Status | Action |
|---|---|---|
| 0–30 | Critical | Immediate review management intervention required |
| 31–60 | At Risk | Significant review issues — act now |
| 61–80 | Healthy | Monitor and maintain review workflows |
| 81–100 | Excellent | Strong review management — scale monitoring |
About ReviewRemoval.Services¶
ReviewRemoval.Services helps businesses and reputation management teams monitor reviews, identify potential violations, and manage online reputation through structured, policy-focused review intelligence workflows.
| Platform | URL |
|---|---|
| Website | https://reviewremoval.services |
| GitHub | https://github.com/review-removal-services |
| NPM | https://npmjs.com/package/@review-removal-services/review-removal-intelligence |
| PyPI | https://pypi.org/project/review-removal-intelligence |
| Hugging Face | https://huggingface.co/datasets/review-removal-services/review-intelligence-benchmarks |
| Quora | https://www.quora.com/profile/Review-Removal-Services |
| https://www.pinterest.com/ReviewRemovalServices/ | |
| SlideShare | https://www.slideshare.net/slideshow/review-removal-services-manage-remove-bad-reviews/289098529 |
License¶
MIT — ReviewRemoval.Services