We learn about your personality, the subjects you enjoy and do well in, and what matters most to you in life. Based on your answers, we suggest one or more college majors that could be a great fit. We also suggest colleges that offer those majors, ranked from best match to least, and explain why each school made the list.
Verify everything before you act on it. This report is written by an AI model, not a counselor. It can be confidently wrong, and some of its figures may be out of date or simply mistaken. Check any number that matters against an official source — the college’s own website, or a government data site — and talk it through with a parent, teacher or counselor before you decide anything. Where the model is unsure, it has been told to say so rather than guess, and to describe a trend in words instead of inventing a figure.
What we send, and what happens to it. Your answers to the questions below are sent to a third-party AI provider so it can write the report. We do not ask for your name, your email or your address, and your answers are not published anywhere. Please do not type personal details into the free-text boxes. Our own copy of the answers is kept for 90 days and then deleted.
How to use it
(1) The Submit button turns on once every * required field is filled in.
(2) Be patient — gathering, checking and formatting the data takes a while.
(3) When the first report appears, press Critique the Data to have the model review its own report and flag anything weak or unverified.
(4) Tell the club what was good and what was wrong with your result — that is how this tool gets better.
Click here for more information about how we are scoring
## Scoring Formula for MAJORS (0–100)
- Academic & Interest Fit — 30%
- Career Alignment — 20%
- Salary & Employment Outlook — 20%
- AI-Resilience — 15%
- Risk Tolerance Compatibility — 10%
- Constraint Compatibility — 5%
Final Score = weighted sum (rounded to nearest whole number)
## Scoring Formula for COLLEGES (0–100)
- Major Strength & Outcomes — 30%
- Department reputation + placement outcomes
- Financial Fit — 25%
- Net cost, grants, debt outcomes
- Admissions Feasibility — 15%
- Career Pipeline — 15%
- Constraint & Location Fit — 10%
- AI-Relevant Skill Development — 5%
## LEGEND & DATA NOTES
AI-Resistance:
- ? AI-Resistant — core tasks hard to automate
- ? Moderate Risk — partial task automation
- ? High Risk — routine or automatable tasks
SAT / ACT: Format: Department / University (N/A = not available)
GPA: Format: Major or Department / Competitive Range
Safety: Based on city-level crime index. A low score from city-data.com means it is not safe.