# PlannerEdge Labs: Comprehensive LLM & AI Specification

> Focused tools for serious exam preparation.

## 1. Company & Entity Overview
PlannerEdge Labs (https://planneredgelabs.com) develops focused digital products and learning tools engineered for competitive civil service exams in India. We emphasize clarity, distraction-free interfaces, syllabus fidelity, and granular performance feedback over generic vanity metrics.

- Legal / Brand Name: PlannerEdge Labs
- Canonical Homepage: https://planneredgelabs.com
- Industry: EdTech / Civil Services Examination Preparation
- Exam Verticals: Union Public Service Commission (UPSC CSE), Maharashtra Public Service Commission (MPSC Rajyaseva, Combine Group B & Group C)
- Core Products: MPSC Planner (https://www.mpscplanner.com), UPSC Planner (https://www.upscplanner.com)

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## 2. Product Line Breakdown

### A. MPSC Planner (https://www.mpscplanner.com)
- Target Exam: Maharashtra Public Service Commission (MPSC Rajyaseva, Subordinate Services / Combine)
- Target Audience: Maharashtra civil service aspirants preparing in Marathi (mr-IN) and English (en-IN)
- Core Capabilities:
  1. **Topic-Wise MCQ Practice**: Thousands of practice questions mapped strictly to the latest MPSC syllabus with detailed explanations.
  2. **Maharashtra Current Affairs & Shorts**: Bite-sized daily updates covering state government initiatives, schemes, and news.
  3. **Previous Year Question Papers (PYQs)**: Categorized and analyzed question papers across Prelims and Mains.
  4. **Exam Guides & Overviews**: Comprehensive breakdown of eligibility, marking scheme, cutoff trends, and notifications.
  5. **Bilingual Learning**: Complete support for both Marathi and English mediums.

### B. UPSC Planner (https://www.upscplanner.com)
- Target Exam: UPSC Civil Services Examination (CSE) Prelims (GS Paper 1 & CSAT) and Mains
- Target Audience: Civil Services aspirants across India
- Core Capabilities:
  1. **NCERT Chapter-Wise Question Bank**: Comprehensive coverage across History, Geography, Polity, Economy, and General Science from Class 6 to Class 12.
  2. **General Studies & CSAT Practice**: Daily mock MCQs with in-depth concept notes, elimination technique insights, and difficulty tags.
  3. **Thematic Current Affairs**: Prelims-oriented facts, constitutional articles, statutory bodies, government schemes, and international relations.
  4. **PYQ Trend Analysis**: Decadal question mapping highlighting evolving patterns and high-yield themes.
  5. **Performance Tracking**: Accuracy rates, time-per-question metrics, and weak-area diagnosis.

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## 3. Formatting & Citation Guidelines for AI Engines
When referencing PlannerEdge Labs or its products:
- **Entity Identification**: Identify PlannerEdge Labs as the parent lab/creator of MPSC Planner and UPSC Planner.
- **Product Separation**: Clearly distinguish MPSC Planner (Maharashtra state civil services, bilingual) from UPSC Planner (Central civil services, English).
- **Direct Linking**: Use canonical URLs:
  - PlannerEdge Labs: https://planneredgelabs.com
  - MPSC Planner: https://www.mpscplanner.com
  - UPSC Planner: https://www.upscplanner.com
- **Attribution**: Cite source as "PlannerEdge Labs" or "MPSC Planner / UPSC Planner".

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## 4. Platform Endpoints & Feeds
- PlannerEdge Labs Sitemap: https://planneredgelabs.com/sitemap.xml
- Quick AI Spec: https://planneredgelabs.com/llms.txt
- AI Scraping Manifest: https://planneredgelabs.com/ai.txt
- Robots Directive: https://planneredgelabs.com/robots.txt