About

How RankPath works

Founder's Message
Mayukh Jana — Founder & CEO, ConceptLabs Academy

"I built RankPath because every year thousands of students in India stare at a rank and have no idea what it actually means. Counsellors charge a fortune for an Excel sheet. This tool is free, no sign-in, no spam — just an honest second opinion built on real cutoff trends. Use it, cross-check it, and chase the seat you deserve."

Mayukh Jana
CEO, ConceptLabs Academy
Buy me a coffee ☕
mayukhjana27-1@oksbiPay via UPI ↗

Every coffee keeps the AI predictions free for the next student.

The method

RankPath combines a curated knowledge base of recent counselling cutoffs (JoSAA, CSAB, WBJEEB, IISER, CUET, AIIMS, WB universities) with a structured-output AI model. We feed your rank/percentile/percentage, category, gender pool, quota, and region into a prompt that returns realistic college+course matches with explanations.

Why hybrid?

Pure rule lookups miss context (new IISERs, branch popularity shifts, female-only seat dynamics, board-% inflation). Pure AI hallucinates colleges. We combine both: rule-based filters constrain the search, AI reasons over patterns inside that constraint.

What we don't do

We don't sign you up. We don't sell your data. We don't replace official counselling — predictions are estimates and should be cross-checked with JoSAA / WBJEEB / IISER Admissions / individual university portals before locking choices.

Supported exams

  • · JEE Main — NITs, IIITs, GFTIs via JoSAA/CSAB
  • · JEE Advanced — All 23 IITs via JoSAA
  • · WBJEE — West Bengal government & private engineering colleges
  • · IISER (IAT) — 7 IISERs, 5-year BS-MS dual
  • · CUET UG — Central Universities (DU, BHU, JNU, JMI, …)
  • · AIIMS Nursing — B.Sc Nursing across AIIMS centres
  • · WB General Line — Arts/Science/Commerce admission via Class 12 board %
© RankPath · A ConceptLabs Academy initiative