SayPro Description of the Process

SayPro Monthly January SCMR-5 SayPro Monthly Classified Sorting Options: Provide sorting options such as date, price, or popularity by SayPro Classified Office under SayPro Marketing Royalty SCMR

Introduction to Sorting Criteria Development

Sorting criteria play a vital role in enhancing the user experience by allowing users to find classified listings quickly and efficiently. SayPro’s approach to sorting criteria development is structured around user needs, feedback analysis, and system capabilities. The goal is to provide a seamless and intuitive browsing experience that ensures users can locate relevant classified ads with minimal effort.

As part of SayPro Monthly January SCMR-5, SayPro focuses on refining classified sorting options under the SayPro Marketing Royalty SCMR, managed by the SayPro Classified Office. This process ensures that sorting features remain up to date and aligned with user expectations.

Step 1: Planning and Research

The first stage in developing effective sorting criteria involves thorough planning and research to identify the most valuable sorting features for users. This phase includes:

1.1 Understanding User Behavior and Preferences

• Conducting surveys and collecting feedback from SayPro users to determine which sorting options are most useful.
• Analyzing user search patterns and interactions with classified ads to identify common browsing behaviors.
• Reviewing competitor platforms to assess industry best practices for sorting functionalities.

1.2 Identifying Key Sorting Categories

Based on research findings, SayPro classifies sorting options into three main types:

1. Standard Sorting Options – Default options available to all users.
2. Custom Sorting Options – Advanced filtering based on specific needs.
3. Automated Smart Sorting – AI-driven sorting based on relevance and personalization.

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Step 2: Developing Custom Sorting Options

2.1 Core Custom Sorting Features

Custom sorting features are designed to enhance the searchability of classified listings. These options include:

1. Sorting by Location
   • Allows users to filter and view classified ads based on their city, region, or country.
   • Supports geo-targeting to show nearby listings first.
   • Enables filtering by distance (e.g., within 10 km, 50 km, etc.).
2. Sorting by Ratings
   • Displays listings based on user reviews and ratings.
   • Prioritizes highly-rated sellers or advertisers.
   • Useful for service-based classifieds where reputation matters.
3. Sorting by Relevance to Specific Categories
   • Ensures that the most relevant listings appear first within a category.
   • Uses keywords, ad descriptions, and tags to determine relevance.
4. Sorting by Date
   • Allows users to see the newest or oldest listings first.
   • Default setting for categories where freshness matters (e.g., job listings, event ads).
5. Sorting by Price
   • Enables filtering from lowest to highest price or vice versa.
   • Ideal for marketplace-style classifieds where users compare costs.
6. Sorting by Popularity
   • Highlights listings with the highest engagement (views, clicks, inquiries).
   • Ensures that well-performing ads get more visibility.

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Step 3: Implementation & Testing

3.1 Integrating Sorting Features into the SayPro Platform

Once sorting criteria are defined, they are integrated into the SayPro Monthly Classified Sorting Options. The implementation process includes:

• Developing the back-end logic to support various sorting methods.
• Optimizing database queries to ensure fast and efficient sorting.
• Creating a user-friendly interface that allows users to easily switch between sorting options.

3.2 Testing and Optimization

Before rolling out the new sorting features, SayPro conducts rigorous testing:

• User Testing – Gathering feedback from a test group to ensure sorting options work as expected.
• Performance Testing – Ensuring that sorting does not slow down site performance.
• A/B Testing – Comparing different sorting layouts to determine which version provides the best user experience.

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Step 4: Continuous Improvement & Updates

• SayPro continuously monitors sorting performance and adjusts algorithms based on user feedback.
• New sorting options are introduced periodically based on emerging trends and technology advancements.
• Machine learning and AI-based sorting are explored for future enhancements to deliver personalized search experiences.

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Conclusion

Developing effective sorting criteria is a data-driven process that enhances the SayPro Classifieds platform. By analyzing user behavior, creating custom sorting options, and continuously refining sorting algorithms, SayPro ensures an efficient, intuitive, and high-performance classified browsing experience.