CollegeAstra college discovery platform

CollegeAstra college discovery platform
Client

Client

CollegeAstra

Industry

Industry

Edtech / discovery

Scope

Scope

Frontend, backend & AI data pipeline

Coverage

Coverage

Maharashtra catalogue

Overview

Overview

CollegeAstra.com is a college discovery platform for students and parents comparing institutes across Maharashtra — by city, course, entrance exam, fees, specialisation, and college type.

Fundaking owned the full product build:

  • Frontend — search, filters, college detail pages, and city landing pages so users can narrow thousands of options without hitting dead ends.
  • Backend — database schema, APIs, and admin-ready records so filters and SEO pages all read from one source of truth.

Data is the product. We paired that platform with an AI agent that finds college information on the open web, normalizes it, and writes rows directly into the database — so the catalogue could reach state-wide scale without a manual data-entry team.

Challenges

Data volume. Maharashtra has thousands of colleges, campuses, courses, and intake rules. A discovery site only helps if coverage is broad. Hand-researching even a few hundred profiles is slow; 6,000+ institutions is impossible to maintain with spreadsheets and copy-paste.

Collection at scale. College names, addresses, exam links, and fee hints live on different sites and formats. Sources conflict, fields are incomplete, and listings go stale. Without an automated pipeline, you either launch thin or spend months cleaning rows before students see value.

Platform and pipeline together. Filters (specialisation, college type, entrance exam, fees) and location pages only work when frontend UX, backend schema, and ingestion logic are designed as one system — not a theme with a handful of hand-entered posts.

We needed Maharashtra-wide coverage without a data-entry army — the AI pipeline and the platform had to ship as one product.
Product lead

Product lead

CollegeAstra

Solution

We delivered the discovery platform end to end, then an AI agent that collects college data and loads the database automatically.

  • Platform — frontend: Responsive discovery UI, filter flows, college detail templates, and geography pages aligned to how students compare options
  • Platform — backend: Structured database, APIs, and record model for colleges, exams, fees, location, and metadata used by search and landing pages
  • AI agent: Researches public sources, extracts and normalizes college fields, and inserts or updates database records without manual entry
  • Ingestion runs: Batch jobs to expand Maharashtra coverage, with checkpoints for validation where human QA is needed
  • Single catalogue: SEO city pages and in-app filters pull from the same canonical data the agent maintains
Solution

Results

Using the AI-assisted pipeline, we catalogued 6,000+ colleges in Maharashtra and stored them in the platform database that powers collegeastra.com.

Students get filterable, location-aware discovery on infrastructure we built — frontend, backend, and the agent that keeps the directory from staying thin or outdated.

6,000+

Maharashtra colleges in database

Full stack

Frontend + backend delivered

AI agent

Web data → database auto-ingest

Ready for search growth that shows up in enquiries?

Message Rahul on WhatsApp for a free SEO audit — clear priorities, honest advice, no lock-in pitch.

Book free SEO audit on WhatsApp