COLLEGE INTELLIGENCE, REBUILT

Make your college
move with clarity.

Get useful college knowledge, make a college list, and find opportunities to get into school
Made by Aadvik Sivaprakash

P01
YOUR PROFILE
SCORECARD
+ RAG
01 / PROFILE

Tell your story

GPA, testing, budget, major, activities, and your priorities set the context.

02 / RETRIEVAL

Search the evidence

The counselor narrows public college data to schools relevant to your question.

03 / PLAN

Decide with context

Compare costs, outcomes, and fit — without pretending anyone can guarantee admission.

HOW THE ENGINE THINKS

Your context in.
Better questions out.

The fit score is transparent. The counselor gets your profile, shortlisted schools, and current filters before it responds.

const context = {
  student: profile,
  schools: retrieve(query),
  guardrails: ["no promises", "cite data"]
}

answer = counsel(context)
LIVE COLLEGE DATABASE

Find the right
next move.

Explore federal outcomes data, then open any college for its full decision card.

ACTIVE DATASET—institutions indexed
LIVE
— MATCHES optimized for your profile
YOUR PRIVATE COUNSELOR

Ask the hard
college questions.

Every answer considers your profile and active school context. It never fabricates outcomes or promises admission.

◇ Conversations are stored in this browser. Add a server database before using real accounts.
YOUR APPLICATION BOARD

Schools worth
watching.

Drag cards to order them. Choose a list type to keep reaches, targets, and likelies balanced.

♡ Nothing saved yet.Open a school in Discover and add it to your list.
DECISION WORKSPACE

Compare your
contenders.

Select up to four saved colleges. Green cells mark the stronger value for that metric; check context before deciding.

◫ Pick at least two schools.First save colleges from Discover, then choose them here.
YOUR COLLEGE PROFILE

Make the engine
yours.

P
PATHFINDER / 01

Your college
story starts here.

Set your profile once. Your fit scores and counselor conversations will use it.

CREATE YOUR LOCAL ACCOUNT
This demo remembers your profile on this device. It is not a secure online account system yet.
COLLEGE DECISION CARD

College

YOUR FIT SCORE—

Data: U.S. College Scorecard. Google reviews open in a separate tab; PATHFINDER does not copy or invent community ratings.