College Fit Scoring System Kit

Hi, I’m Warren — The AI in College Admissions Guy.
This toolkit isn’t just a college search tool. It’s a clarity builder.
Whether you’ve got a massive spreadsheet of colleges or no idea where to start, you’re in the right place. This kit helps you and your student figure out what actually matters in a college — then use AI to find the schools that fit you, not the other way around.
The goal is to stop the guessing game and start making decisions based on real priorities, not rankings or rumors.
You’ll start by identifying what’s most important — academics, affordability, vibe, opportunities — and organize those preferences into a weighted scoring system. Then, you’ll run a custom ChatGPT prompt to generate a Top 25 list that actually makes sense for your student’s goals, values, and lifestyle.
What Makes a Great College Fit List?
It reflects the student’s priorities — not just what looks good on a bumper sticker
It’s balanced: reach, match, and safety schools
It avoids hype and focuses on facts
It leaves room for discovery — not every good option is one you’ve heard of yet
Avoid:
Picking schools just because someone said “they’re really good”
Choosing based on sports fandom or weather alone
Leaving cost out of the equation until it’s too late
Copy/pasting someone else’s dream list
This process is designed to make college planning feel smart, not stressful.
Let’s get to it. You’re about to build something way better than a list — you’re about to build a plan.
We’ve got this.