About CollegeBound
Built by a high-school family who wanted better data.
Why we built this
When our family started the college search, we were stunned by how fragmented the information was. Admissions stats lived on one site, earnings data on another, campus culture somewhere else entirely, and none of it talked to each other. We built CollegeBound to bring it all into one place so students and parents can make informed decisions without drowning in browser tabs.
Data Sources
College Scorecard (US Department of Education)
Our primary source for institutional data: admissions rates, SAT score distributions, tuition costs, enrollment figures, graduation rates, median debt, and post-graduation earnings by major (1-year and 4-year). Updated annually by the federal government.
Real Admission Outcome Data
Real admissions outcomes from high school counselors: acceptance rates broken down by SAT range, GPA band, application round (Early Decision, Early Action, Regular), and test-optional status. This data goes beyond published averages to show how different student profiles actually fare.
Deep Research Profiles
For select schools, we conduct original research covering campus culture, social life, academic reputation, career services strength, and student satisfaction. These profiles synthesize information from student forums, published surveys, news articles, and first-hand campus observations.
Admissions Calculator Methodology
Our “Check My Chances” calculator uses a logistic regression model calibrated against real anonymized admission outcomes. Here is how it works:
- Feature inputs:We take your SAT score (or ACT equivalent) and unweighted GPA, then normalize them against each school's applicant pool distribution.
- Historical calibration: The model is fit to reported accept/deny rates within specific SAT and GPA bands, producing a probability curve for each school.
- Round adjustments: Early Decision and Early Action rounds show measurably different acceptance rates. The calculator adjusts probabilities based on the round you select.
- Output: A percentage estimate of your likelihood of admission, along with a Reach / Target / Safety classification.
Limitations & Disclaimers
- Estimates, not guarantees. Admissions probability is modeled from historical data and cannot account for essays, recommendations, extracurriculars, legacy status, institutional priorities, or yield management.
- Earnings data lags reality. College Scorecard earnings are reported with a multi-year delay and reflect graduates from several cohorts ago. Current job market conditions may differ.
- Coverage varies. Not every school has admission outcome data, deep research profiles, or complete major-level earnings. We show what we have and label gaps clearly.
- No financial advice. Cost and earnings comparisons are for informational purposes only. Consult a financial aid counselor for personalized guidance.
Ready to explore?
Start comparing schools, digging into majors, or check your admissions chances.