SayPro Feature Documentation: Write clear, concise documentation for at least 2 new features to be implemented from SayPro Monthly February SCMR-17 SayPro Quarterly Marketplace Features by SayPro Online Marketplace Office under SayPro Marketing Royalty SCMR
1. Overview:
The SayPro Express Job Application System allows users to apply for listed jobs on the platform with a single click using pre-stored information. This feature is built to speed up the application process, reduce form fatigue, and enhance conversion on job listings.
2. Key Capabilities:
- One-click job application using saved profile, resume, and cover letter templates.
- Auto-match job requirements with stored user qualifications.
- Smart alerts for missing required information before application submission.
- Backend logging of express applications for analytics and auditing.
3. User Flow:
- User browses job listings.
- Listings that support Express Apply are labeled with a “Lightning Apply” icon.
- On clicking “Apply Now,” the system:
- Retrieves stored resume & profile details.
- Prefills any employer-mandated questions.
- Sends application with one click.
- Confirmation page displayed; user can track submission in their dashboard.
4. Requirements:
- Users must have a verified profile and uploaded resume/CV.
- Employers must opt-in to enable Express Apply on listings.
- Feature must be mobile responsive and compatible with screen readers.
5. API/Backend Notes:
- Endpoint:
POST /jobs/{job_id}/express-apply - Expected Payload:
user_id,resume_id,cover_letter_id,job_id - Response:
success: true/false,application_id,error_message (if any)
6. Error Handling:
- Return clear messages if profile data is incomplete.
- Timeout error if employer server is unresponsive (>10s).
- Fallback to standard application form if Express Apply fails.
7. Analytics & Logging:
- Track usage rate of Express Apply vs. Standard Apply.
- Capture time saved per application.
- Collect click-to-application conversion ratios.
Feature 2: SayPro Smart Course Comparator
Feature Type: New Implementation
Target Rollout: Q2 SCMR-17
Assigned Team: SayPro EdTech Engineering
1. Overview:
The SayPro Smart Course Comparator allows users to compare up to five courses side by side based on pricing, duration, language, rating, certification, instructor reputation, and learner reviews. Designed to improve decision-making and increase course enrollments.
2. Key Capabilities:
- Select and pin up to 5 courses from any category.
- Dynamic comparison chart with adjustable criteria.
- Visual indicators (badges, stars, color coding) for key differentiators.
- Mobile-friendly, scrollable comparison interface.
3. User Flow:
- User searches or browses courses.
- Clicks on the “Add to Compare” button on course cards.
- Courses are pinned to a comparison panel (persistent at the bottom).
- User clicks “Compare Now” to open a full-screen comparison table.
- Table includes key metrics + enrollment CTA buttons for each course.
4. UI/UX Requirements:
- Tooltip guides for first-time users.
- Highlight best value or most popular course automatically.
- Support real-time updates if course data changes.
5. Technical Specifications:
- Frontend: Vue.js / React modular components
- Backend: Course metadata pulled via GraphQL endpoint:
GET /courses/compare?ids=[...] - Comparison Logic: Client-side rendering with fallback cache
6. Accessibility & Responsiveness:
- Fully keyboard-navigable table
- ARIA labels for all comparison elements
- Responsive design supporting devices from 320px up
7. Error Handling:
- Max limit warning when >5 courses are selected.
- Display placeholder if course data is incomplete or temporarily unavailable.
8. Analytics & Insights:
- Track which attributes are toggled most often.
- Measure enrollment rates post-comparison.
- Capture drop-off points during comparison sessions.
9. Integration Dependencies:
- Must sync with SayPro Learning Dashboard
- Requires course metadata from SayPro Courses Microservice (CMS v4.2+)