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Independent user feedback directory for MBtoKB tools & blog guides.

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.