Research - ankurkrr/Aspirants-AI GitHub Wiki

✅ Step 1: Understand the Problem Deeply Your idea: UPSC AI Assistant for aspirants.

Ask yourself:

What exact problems do UPSC aspirants face?

Do they need help with study planning, doubts, revision, mock tests, news analysis, etc.?

How are they solving this problem now?

How often do they face this problem?

📌 Tip: Talk to at least 20 UPSC aspirants and ask them:

“What’s the hardest part of UPSC preparation for you?” “If an app could solve one problem for you, what would it be?”

🧠 STAGE 2: SHAPE YOUR SOLUTION (Define the AI Assistant) Once you know the problem clearly, define what your assistant will actually do.

✅ Step 2: Define Core Features of MVP Let’s say you discover people want:

AI to explain complex topics

Daily current affairs summaries

Mock test performance analysis

Personalized study planner

Your MVP (Minimum Viable Product) should only include 1–2 killer features, not everything.

👉 MVP Idea:

AI chatbot that answers UPSC doubts (trained on NCERT, PIB, The Hindu, etc.)

Personalized daily current affairs digest

🛠️ STAGE 3: BUILD MVP (Keep it Lean and Fast) Now you build a small version of your product just to test if people are willing to use it.

✅ Step 3: Tech Stack (Simple, Low Cost) Frontend: ReactJS / NextJS for website

Backend: FastAPI / Node.js

AI: OpenAI GPT API (fine-tuned for UPSC data)

Database: MongoDB / PostgreSQL

Hosting: Vercel (frontend) + Render / Railway (backend)

Chatbot UI: Use prebuilt open-source chat UIs

You can build a working prototype in 2–4 weeks.

If you're non-technical, you can:

Partner with a techie friend

Or hire freelancers from Toptal, Upwork, or IndiaMart Tech teams

💡 STAGE 4: GET EARLY USERS (Before You Build Big) ✅ Step 4: Create a Landing Page Just a simple website with:

Product vision

Demo screenshots

“Join Waitlist” form

Use:

Carrd, Webflow, Framer, or Notion + Tally for fast results

Post it on:

LinkedIn groups

Reddit: r/UPSC, r/Indian_Academia

Telegram UPSC groups

Quora

YouTube comments of UPSC creators

Goal: Get first 100 signups interested in your app.

💰 STAGE 5: FUNDING AND PITCHING Now that you have:

A working MVP

Real users testing it

Feedback showing there’s demand

You can raise small early-stage funding.

✅ Step 5: Prepare Investor Materials Pitch Deck (10–12 slides): Problem, Solution, Market, MVP, Traction, Team, Ask

MVP Demo link

User Testimonials (from early testers)

Look for:

Angel Investors

Seed funds like 100x.vc, Antler, iSeed, Indian Angel Network

Startup accelerators like Y Combinator, Techstars, Sequoia Spark, or BITS Pilani Conquest

🚀 STAGE 6: OFFICIALLY LAUNCH Once MVP works, and you have funds or buzz:

Polish UI/UX

Scale features

Start paid marketing (Instagram, Telegram Ads)

Partner with UPSC coaching influencers

🧠 Bonus Tips from a Serial Founder Don't wait for perfection. Launch fast.

Focus on solving a real pain point, not just building cool tech.

Your early users are more valuable than investors.

Track everything: use Mixpanel or Google Analytics.

Show traction. Nothing impresses investors more than real people using your product.

Would you like me to help you:

Design a sample pitch deck?

Plan the MVP features more clearly?

Create the tech architecture of the AI assistant?

Prepare interview questions to talk to UPSC aspirants?