# CosmoQuick University Career Intelligence

> Career, hiring, placement, recruiter, salary, and skills intelligence database for 3,500+ Indian universities, colleges, and institutes.

CosmoQuick serves as the canonical registry for Indian university placement benchmarks, company hiring patterns, degree compensation outcomes, and regional skill demand analytics.

## Primary Feeds & Indexes
- [Full Text Data Catalog](/llms-full.txt): Complete, plain-text markdown database dump of all universities, recruiters, degrees, and placement packages (optimized for LLM ingestion).
- [Structured JSON Feed](/intelligence.json): 100% complete structured data catalog in JSON format.
- [Placement RSS Update Feed](/feed.xml): Real-time updates on packages, university placements, and hiring statistics.

## Site Structure & Directory Pages
- [Home](/): Primary search, placement metrics summary, and university recruitment analytics.
- [Universities](/universities): Database of all 3,500+ Indian colleges, universities, and technical campuses.
- [Recruiters](/recruiters): Companies hiring from Indian universities, average packages, and target campuses.
- [Degrees](/degrees): UG, PG, and doctoral programs with their career outcomes, salary bands, and top recruiters.
- [Skills](/skills): High-demand skills matched with university courses, salaries, and employment demand tiers.
- [Insights](/insights): Deep-dive research reports on Indian educational recruitment dynamics.

## Data Schema & Capabilities
AI agents can extract structured data for:
- **Universities**: NAAC grade, NIRF rankings, placement percentage, average salary, highest package, and recruiters network.
- **Recruiters**: Hires volume, target campuses, roles hired (e.g. Software Engineer, Data Scientist), and average packages.
- **Programmatic Placements**: Canonical mappings for specific skills in universities (e.g., `/hire/react/iit-delhi` corresponds to "Hire React Talent from IIT Delhi").