Colleges have a "type" of student they are looking for when they make admissions decisions, and not all of it shows up on the application checklist. Understanding these factors can give you a real leg up in the college admissions process this fall.
Getting in is harder at the top than it has ever been. The average acceptance rate at four-year, not-for-profit colleges was 73% in fall 2022, according to the National Association for College Admission Counseling. Most Ivy League schools admit in the single digits (see our breakdown of Ivy League acceptance rates and why acceptance rates keep falling).
Schools talk openly about academic performance, extracurricular involvement, and the personal essay. Other factors get far less airtime, even though most schools disclose them if you know where to look. Below are the factors colleges weigh most, seven less obvious ones that can tip a decision, and how to check what any school on your college list actually values.
What Colleges Weigh Most
Grades come first. NACAC's State of College Admission research has consistently found that grades in college-prep courses and the strength of a student's curriculum outweigh test scores, class rank, and demonstrated interest (NACAC). Colleges read the transcript in context, including how many advanced courses your high school offered and how many you took. Our explainers on weighted vs. unweighted GPA and how AP scores work in admissions show how schools read both.
Test scores matter again at selective schools. All eight Ivy League schools, MIT, Stanford, Caltech, Georgetown, Johns Hopkins, and the public university systems in Florida, Georgia, and North Carolina require or strongly recommend the SAT or ACT for students applying for fall 2027. Columbia and Princeton phase their requirements in for fall 2028 and Vanderbilt for fall 2029, per our 2027 test requirement tracker. If you're deciding which exam to take, compare the SAT, ACT, and CLT and check what counts as a good SAT score at your target schools.
Essays, activities, and recommendations separate applicants with similar academics. A focused activity list with leadership or measurable results beats a long list of memberships (best extracurriculars for college applications). The Common App released its 2026-27 essay prompts on February 27, 2026, and "Topic of Your Choice" was the most popular prompt last cycle (Common App). If you're tempted to lean on ChatGPT, read what 24 admissions offices said about AI in college essays first.
Everything below sits on top of these basics. None of the seven factors will rescue a weak transcript, but at schools that turn away most qualified applicants, they can decide who gets in (our data-backed look at building a stronger college application covers the fundamentals).
1. Demonstrated Interest
Schools look for students who have shown interest in their school by tracking campus visits, direct outreach, and online activity. Admissions offices are collecting more data on prospective students than ever before, and many of them list "level of applicant's interest" as a formal factor in their Common Data Set (see our explainer on what demonstrated interest is).
Part of this started with changes made during and after COVID-19, but it's also because today's 18-year-old engages with colleges almost entirely online. Schools got creative with how they track student interest, and they use it to predict who will enroll if admitted. Those predictions drive their yield, which is why the admissions officers deciding who to admit pay attention to it.
Beyond visiting campus, interest shows up in ways you may not expect: opening and clicking the school's emails, attending a virtual or regional info session, requesting an interview, and writing a specific "why us" supplement. If a school offers an interview, take it and prepare for it (college interview questions and sample answers). Asking thoughtful questions of an admissions officer at a college fair counts too.
Use the same email address to sign up for each school's updates, register for tours, and submit your application, so your interest is tracked to one record. Not every school tracks interest, and some say outright that they don't, so check section C7 of the school's Common Data Set before you spend a weekend on a visit (the application checklist has a timeline for visits).
Why It Matters: At schools that rate interest as "Important" or "Considered," a student who engages early and consistently looks more likely to enroll, which makes them a safer admit. See what demonstrated interest means for the full list of tracked actions.
2. Geographic Diversity
Where you're from can shape your college prospects. Colleges use geographic diversity to build a more varied campus, so students from underrepresented states, regions, or countries can have an edge, especially at national universities that draw heavily from a few metro areas (our college admissions process breakdown explains how applications get read by region).
U.S. News & World Report covered this topic, noting that "Colleges want to build a diverse student body, and geographical information can give context about an applicant's academic curriculum and the cultural diversity they can bring to the school." That context also affects how a transcript is read: a student who took every AP class offered at a rural high school with five of them is read differently from one who took five of 30 (AP scores in admissions).
Since the U.S. Supreme Court's June 2023 ruling in Students for Fair Admissions v. Harvard ended race-conscious admissions, many schools have leaned on geography and socioeconomic background as the legal way to build a diverse class. The federal government is now checking those results. An August 7, 2025 presidential memorandum directed selective four-year colleges to report applicant, admit, and enrollment data by race and sex, along with test scores, GPAs, and family income (Hunton). That data collection, called the Admissions and Consumer Transparency Supplement, includes several years of historical data (Federal Register). The Justice Department has also opened admissions cases against schools, including UC Davis's medical school and Harvard.
Why It Matters: Colleges still want students from places they don't usually enroll. Section C7 of the Common Data Set shows whether a school weighs "geographical residence" and "state residency," and the school's class profile shows where last year's class came from. Pair that with our college list framework.
3. Legacy Status
Legacy status is priority consideration for the children or grandchildren of alumni. It's one of the most debated factors in admissions, and it's shrinking fast. Education Reform Now found that 24% of four-year colleges (420 schools) considered legacy status in 2025, down from 49% in 2015, though 56% of the most selective schools still did (Forbes). Our admissions officers breakdown covers how legacy is weighed alongside the rest of a file.
Five states now restrict it by law, and the bans are narrower than the headlines suggest (see our coverage of California's ban and JRA Educational Consulting):
- Colorado (2021): public universities.
- Virginia (2024): public colleges and universities.
- Illinois (2024): public universities.
- Maryland (2024): institutions that receive state funding, including some private colleges.
- California (effective September 1, 2025): private nonprofit colleges that accept state-funded student aid (our coverage).
California's law shows the limits. Stanford drew criticism for keeping legacy preferences, and in August 2025 it withdrew from the Cal Grant program instead, saying it would replace that state aid with university funding (Forbes). No federal law restricts legacy admissions. A bipartisan group of six senators introduced the MERIT Act on July 30, 2026, which would bar legacy and donor preferences through accreditation standards, but it has not passed (Sen. Tim Scott). That means private colleges' admissions rules in 45 states are unaffected.
Schools that keep it argue legacy is a mutually beneficial arrangement: the student gets a desirable school, and the college gets alumni engagement, donations, and a sense of continuity. On its own, legacy status rarely decides an admission, but at schools that use it, it can tip a close file, especially in early decision rounds (early action vs. early decision).
Why It Matters: If a parent or grandparent attended a school on your list, check whether "alumni/ae relation" is marked "Considered" or higher in its Common Data Set. Applying as a legacy also signals that you're likely to enroll, which ties back to demonstrated interest.
4. Institutional Priorities
Each year, colleges set specific institutional needs and priorities that shape their admissions decisions. Some are long-term and tied to the school's mission; others are short-term and fill a gap at the institution or respond to a donor (how admissions officers decide).
Institutional priorities are set by leadership and differ at every school. To get a better idea of a school's priorities, find its Strategic Plan (see a good example here) and read through the steps it plans to take toward its mission. (FYI – a quick internet search returned the Strategic Plan of my alma mater.) The admissions pages and questions you ask admissions officers can fill in the rest.
Here are a few common institutional priorities:
- Recruited athletes, including in niche sports
- First-generation college students
- Students from underrepresented regions and socioeconomic backgrounds (race can no longer be weighed directly after the 2023 Supreme Court ruling)
- Winners of academic scholarships and competitions
- Students interested in new or under-enrolled academic programs
- Applicants tied to major donor initiatives
- Legacies, plus children of faculty and staff
- Applicants with a "hook" (more on this below)
A school might prioritize admitting women into STEM programs to balance enrollment in specific departments. Or it may have a new initiative funded by the alumni association or a major donor. Tulane built a MakerSpace that cost millions of dollars, and it would hate to see the space go unused. If you would use that kind of space for your education or ideas, say so in your supplemental essays.
Another example is UC San Diego's relatively new Music Center. The school has always had a strong music and arts program, but it built a state-of-the-art concert hall and music center, and it will likely grow the department as a result. Students who plan to use it can point to it in their applications. The takeaway: search a school's recent programs, initiatives, donations, and endowments in the areas you want to study, and build that research into your college list.
Why It Matters: Institutional priorities reflect a school's broader goals. Knowing them lets you present your strengths in a way that fits what the school is trying to build this year. Section C7 of the Common Data Set shows whether a school formally weighs first-generation status, talent, and other nonacademic factors.
5. Special Talents (AKA “Hooks”)
You may have heard about someone whose "hook" got them in. A hook is a personal trait or standout achievement that meets an institutional priority, and the most common are recruited athletics, the arts, and music (best niche sports for college admissions).
Colleges value these skills because they add to the school's reputation, enhance campus life, and can add prestige. A hook is strongest when it lines up with the institutional priorities above, and when it shows up across the application: in the activity list, a supplement, and a recommendation (best extracurricular activities).
Why It Matters: Colleges look for students who bring something specific to campus. Most Common Data Sets list "talent/ability" in section C7, so you can see how much weight a school gives it. Highlight one or two real strengths in depth rather than listing everything you've done (college admissions process).
6. Ability To Pay In-Full
Most families are looking for ways to lower the net price of college, but at some schools the opposite plays a role: being able to pay the full sticker price can raise your chances of admission. This matters most at private colleges with smaller financial aid budgets.
The deciding term is need-aware. Need-blind colleges don't consider a student's ability to pay when deciding admission. Need-aware colleges can, usually for the last slice of the class or the waitlist (how waitlists work). Schools that say they meet 100% of demonstrated need also define "need" differently, which our breakdown of meeting 100% of demonstrated need explains.
Full-pay students (those who receive no institutional aid) bring in revenue that helps fund scholarships for everyone else. Remember, a nonprofit college still has a budget to balance. Your Student Aid Index determines what schools expect your family to pay, and our SAI calculator shows where you land before you apply.
Don't skip the aid application to look like a full-pay family. Skipping the FAFSA or CSS Profile at a need-aware school can cost you need-based grants, and some colleges limit need-based aid for students who didn't apply for it as freshmen, so check each school's policy (why you should file the FAFSA).
Why It Matters: Schools sometimes consider a student's need for financial aid when deciding whether to admit them. The practice is often criticized for favoring wealthy applicants, but at need-aware schools, being able to pay in full can help. If the aid offer comes up short, you can appeal your financial aid award.
7. Application Timing
When you apply can influence the decision. Most selective schools offer early action (nonbinding) or early decision (binding), and applying early can raise your chances (early action vs. early decision). At the University of Pennsylvania, 14.2% of early decision applicants were admitted to the Class of 2028, compared with 5.4% of all applicants (Higher Ed Dive).
This connects back to demonstrated interest. An early application tells the school you're serious and helps the admissions office manage its offers and expected enrollment. The early pool differs from the regular pool, so a higher early admit rate doesn't mean the same applicant's odds rise by the same amount.
Early decision comes with a catch. If you're admitted ED, you commit before you can compare financial aid offers from other schools. That's the basis of a federal antitrust lawsuit against 32 selective colleges, which alleges the schools agreed not to compete for students already admitted early decision elsewhere. U.S. District Judge Angel Kelley ruled on August 8, 2026 that the case can proceed, while dismissing claims against Common App, Scoir, and the Consortium on Financing Higher Education (Higher Ed Dive).
Before you apply ED, run the school's net price calculator and our SAI calculator.
Why It Matters: Applying early gets you a decision sooner, eases the stress of senior year, and signals interest. If you apply ED, apply only to a school you'd attend at the price its net price calculator shows. If you're deferred, here's what to do next. Early deadlines at most schools fall in early to mid-November; see our application checklist for the timeline.
How To Check What A School Actually Weighs
Most colleges publish a Common Data Set each year, a standardized report on admissions, enrollment, and aid (Common Data Set Initiative). Search "[school name] Common Data Set" to find it, usually on the institutional research office's website. The admissions process makes more sense once you've read one.
Section C7 lists about 18 academic and nonacademic factors and rates each one "Very Important," "Important," "Considered," or "Not Considered." Five of the seven factors above appear there by name: level of applicant's interest, geographical residence, alumni/ae relation, talent/ability, and first-generation status. Test scores, rigor, essays, and recommendations are rated in the same table, so you can see whether a school leans academic or holistic (how accurate admissions calculators are is worth reading before you trust any "chances" tool instead).
Section C2 shows how many students were admitted from the waitlist, and sections H and G cover financial aid and cost. Check a few schools side by side before you finalize where to apply early.
How To Use This On Your Application
- Pull the Common Data Set for every school on your list and note which factors are rated "Important" or higher (build your college list).
- Decide on testing now. If any school requires the SAT or ACT for fall 2027, register for the next test date (2027 test requirement list; best SAT prep courses).
- Show interest where it counts. Sign up, attend an info session, and request an interview at schools that rate interest (demonstrated interest).
- Run the numbers before you apply early. Get your SAI estimate and each school's net price before you sign an ED agreement (SAI chart).
- File the FAFSA and, where required, the CSS Profile, even if you expect to pay in full (FAFSA deadlines).
When Money Can't Buy You Everything
There's more to admissions than meets the eye. Academic achievement, course rigor, and, at more schools every year, test scores remain the foundation of your college admissions decision, but they aren't the only elements considered (how admissions officers decide).
By no means am I advocating for these hidden factors. You may feel some of them have ethical drawbacks or widen existing inequities in college admissions, and states and courts are acting on several of them. You should now have a better idea of what plays a role, and where each school discloses it, so you can position yourself for your academic future (how to build a stronger application).
Each of these factors carries some weight on its own. If you can't pay your own way through college, focus on the ones you control: grades, testing, a specific "why us," and applying on the right timeline. Then compare aid offers before you commit.
FAQ
What do colleges look for most in applicants?Grades in college-prep courses and the rigor of your curriculum carry the most weight at most colleges, according to NACAC's State of College Admission research. Test scores, essays, recommendations, and activities follow, and each school's Common Data Set section C7 shows its exact ratings (weighted vs. unweighted GPA).
Do colleges care about SAT and ACT scores again?Yes, at selective schools. All eight Ivy League schools, MIT, Stanford, Caltech, Georgetown, Johns Hopkins, and several public university systems require or strongly recommend scores for fall 2027 applicants (full list).
Do colleges still use legacy admissions?Fewer do. About 24% of four-year colleges considered legacy status in 2025, down from 49% in 2015. Colorado, Virginia, Illinois, Maryland, and California restrict it at some schools, and Stanford withdrew from Cal Grant to keep it (California's legacy ban).
Does applying early decision increase your chances?At many selective schools, admit rates are higher in the early decision round. Penn admitted 14.2% of ED applicants to the Class of 2028 vs. 5.4% overall. ED is binding, so compare net prices before you apply (early action vs. early decision).
Does applying for financial aid hurt your chances of admission?Not at need-blind colleges. At need-aware colleges, ability to pay can factor into some decisions, but skipping the FAFSA can cost you need-based aid, and some schools limit aid for students who didn't apply as freshmen (why you should file the FAFSA).
How do colleges track demonstrated interest?Through campus and virtual visit registrations, info session attendance, interviews, email opens and clicks, and "why us" essays. Check whether a school rates "level of applicant's interest" in its Common Data Set (what demonstrated interest is).
More Stories:
Editor: Colin Graves Reviewed by: Robert Farrington
Allison is a policy- and budget-analyst turned personal finance writer with a strong interdisciplinary background in science, government policy and quantitative research.
Based in the Pacific Northwest (by way of being a self-acknowledged transplant), she writes about finance, education, student debt and public policy issues. She uses her analytical foundation to ask the big questions behind personal finance trends, tax rules and student aid policy — and brings actionable insights to readers.
Outside her policy and finance work, Allison also writes about fitness, wellness and curiosity-driven topics that spark discussion.