Review & Ethical Policy
Our commitments to data integrity, algorithmic honesty, and review verification.
1. Core Data Ethics
At MBtoKB Reviews, we believe user feedback must remain trustworthy and transparent. We enforce a strict technical separation between real user feedback and sample demonstration records.
2. Sample Review Rules
Any review record marked as is_demo => true in our system is treated as a visual preview record:
- It displays a prominent Sample Review badge on the card.
- It is 100% excluded from average rating score calculations.
- It is 100% excluded from total review count totals.
- It is 100% excluded from JSON-LD schema output for search engines.
3. Schema & Rating Transparency
We never output fake or inflated rating scores to search engine crawlers. AggregateRating structured data is generated dynamically using only verified, published, non-demo reviews.
4. Reporting Concerns
If you notice inappropriate content, spam, or inaccuracies, please contact us through our Contact Page.