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Trust & Transparency

Ranking Methodology


BakeryFind uses a transparent, data-driven ranking system to help users discover the best bakeries.


Ranking Factors
  • **Tier Level**: Heritage tier listings receive premium placement
  • **Verification Status**: Verified listings rank higher than unverified
  • **User Engagement**: Views, clicks, and interactions influence ranking
  • **Data Completeness**: Listings with complete information rank higher
  • **Recency**: Recently updated listings receive a boost

  • Search Algorithm

    Our search algorithm prioritizes relevance and quality. When searching by suburb or category, results are ordered by:

    - Tier level (Heritage > Artisan > Free)

    - Verification status

    - Data completeness

    - User engagement metrics


    Fairness Policy

    All bakeries, regardless of tier, are included in search results. Premium tiers receive enhanced visibility but do not exclude free listings. Our goal is to help users discover quality bakeries at all levels.


    Transparency

    We believe in transparency. If you have questions about how rankings work or how to improve your listing's visibility, please contact us.