ILLUSTRATIVE SAMPLE REPORT

See what Jordan’s choices uncovered.

Jordan is a fictional student. Notice how the preference portrait comes before the college list, and how each possibility includes reasons and a tradeoff to investigate. The schools below were produced by the current engine - not selected for this page.

Preference discoveryScenarios reveal the environments Jordan is drawn toward without requiring labels
Planning contextAcademic preparation and aid priorities organize strong fits without changing the profile
What to noticePreference signals, less-obvious colleges, reasons, tradeoffs, and research links

JORDAN’S PREFERENCE PROFILE

The engaged scholar

You are likely to value a campus where ideas matter outside the classroom. Close relationships with faculty may substantially shape your experience. You want learning to become tangible through projects, research, or work.

Academic intensity: highIntellectual culture: highCurricular freedom: highLearning by doing: highProgressive climate: highSupport structure: high

Academic directions worth exploring

Computer Science, Engineering, Science, Data Analytics, Arts, Music. These are curiosity signals, not a declaration of major.

Fit first; planning context second. Academic and affordability answers organize strong fits but never redefine Jordan’s preferences. Admissions labels are broad comparisons, not probabilities or guarantees.

Best Fits

Strong preference fits whose available admissions context is likely or target.

84% fitTarget

Eckerd College

FL · suburban

Eckerd College appeared because it closely matches your preference for strong advising and institutional support and substantial academic challenge. That connection comes directly from choices such as “An advisor proactively checks in and helps make a plan.” and “A demanding expert whose course changes how you think.”. Waterfront liberal arts campus with strong marine science and an adventurous, informal culture.

Admissions context: Your academic context appears broadly aligned, but admission remains uncertain. federal reference data

Academic overlap: Science, Arts

84% fitLikely

Hampshire College

MA · small town

Hampshire College appeared because it closely matches your preference for substantial academic challenge and a campus where ideas shape everyday life. That connection comes directly from choices such as “A demanding expert whose course changes how you think.” and “A professor is already hosting an informal discussion for new students.”. Project-based, student-designed education without conventional majors. One point to investigate: your preference for strong advising and institutional support is stronger than this school's profile suggests.

Admissions context: Your academic context appears comfortably aligned with the available school data. federal reference data

Academic overlap: Arts

83% fitTarget

Mount Holyoke College

MA · suburban

Mount Holyoke College appeared because it closely matches your preference for a politically progressive campus climate and strong advising and institutional support. That connection comes directly from choices such as “Students organize advocacy, protest, and community support.” and “An advisor proactively checks in and helps make a plan.”. A globally oriented women-centered college with strong community support and consortium access.

Admissions context: Your academic context appears broadly aligned, but admission remains uncertain. federal reference data

Academic overlap: Arts

83% fitTarget

South Dakota School of Mines and Technology

SD · small city

South Dakota School of Mines and Technology appeared because it closely matches your preference for substantial academic challenge and hands-on learning through projects, research, or work. That connection comes directly from choices such as “A demanding expert whose course changes how you think.” and “A lab or studio where students are building and testing things.”. Focused, affordable STEM culture with field access to the Black Hills. One point to investigate: your preference for freedom to explore and combine fields is stronger than this school's profile suggests.

Admissions context: Your academic context appears broadly aligned, but admission remains uncertain. federal reference data

Academic overlap: Computer Science, Engineering, Science

83% fitTarget

University of Vermont

VT · small city

University of Vermont appeared because it closely matches your preference for hands-on learning through projects, research, or work and a politically progressive campus climate. That connection comes directly from choices such as “A lab or studio where students are building and testing things.” and “Students organize advocacy, protest, and community support.”. Progressive campus culture with strong outdoor identity. One point to investigate: your preference for substantial academic challenge is stronger than this school's profile suggests.

Admissions context: Your academic context appears broadly aligned, but admission remains uncertain. federal reference data

Academic overlap: Computer Science, Science, Arts

82% fitTarget

College of the Atlantic

ME · rural

College of the Atlantic appeared because it closely matches your preference for freedom to explore and combine fields and hands-on learning through projects, research, or work. That connection comes directly from choices such as “Combine fields into an interdisciplinary path.” and “A lab or studio where students are building and testing things.”. Tiny, interdisciplinary college where every student studies human ecology in an island setting. One point to investigate: your preference for an active, high-energy social environment is stronger than this school's profile suggests.

Admissions context: Your academic context appears broadly aligned, but admission remains uncertain. federal reference data

Academic overlap: Arts

82% fitTarget

Florida Institute of Technology

FL · small city

Florida Institute of Technology appeared because it closely matches your preference for substantial academic challenge and hands-on learning through projects, research, or work. That connection comes directly from choices such as “A demanding expert whose course changes how you think.” and “A lab or studio where students are building and testing things.”. STEM-focused private university connecting aerospace, technology, and coastal science. One point to investigate: your preference for freedom to explore and combine fields is stronger than this school's profile suggests.

Admissions context: Your academic context appears broadly aligned, but admission remains uncertain. federal reference data

Academic overlap: Engineering, Science

82% fitLikely

Fort Lewis College

CO · small city

Fort Lewis College appeared because it closely matches your preference for hands-on learning through projects, research, or work and strong advising and institutional support. That connection comes directly from choices such as “A lab or studio where students are building and testing things.” and “An advisor proactively checks in and helps make a plan.”. A small public college with exceptional mountain access and strong Native student support. One point to investigate: your preference for substantial academic challenge is stronger than this school's profile suggests.

Admissions context: Your academic context appears comfortably aligned with the available school data. federal reference data

Academic overlap: Arts

Aspirational Fits

Strong preference fits that should be treated as reaches or high reaches.

89% fitReach

Skidmore College

NY · small town

Skidmore College appeared because it closely matches your preference for freedom to explore and combine fields and hands-on learning through projects, research, or work. That connection comes directly from choices such as “Combine fields into an interdisciplinary path.” and “A lab or studio where students are building and testing things.”. Creative thought, arts strength, and flexible interdisciplinary study define the campus.

Admissions context: Admission appears especially competitive even when the academic context is aligned. federal reference data

Academic overlap: Arts

89% fitReach

Smith College

MA · small city

Smith College appeared because it closely matches your preference for substantial academic challenge and a campus where ideas shape everyday life. That connection comes directly from choices such as “A demanding expert whose course changes how you think.” and “A professor is already hosting an informal discussion for new students.”. Open curriculum, women-centered education, and broad Five College opportunities.

Admissions context: Admission appears especially competitive even when the academic context is aligned. official policy research

Financial-aid note: Competitive merit scholarships may support your priorities, but should not be assumed. Meets full documented need for admitted students who apply on time and excludes loans from institutional need-based packages, including for international students. International aid must be requested before admission; merit awards are available and count toward calculated need.

Academic personality: Independent, community-engaged women who value intellectual breadth, close faculty relationships, inclusive leadership, and the freedom to connect liberal arts with purposeful work.

Academic overlap: Engineering, Arts

86% fitHigh reach

Colby College

ME · small town

Colby College appeared because it closely matches your preference for substantial academic challenge and hands-on learning through projects, research, or work. That connection comes directly from choices such as “A demanding expert whose course changes how you think.” and “A lab or studio where students are building and testing things.”. A modern residential liberal arts campus with strong outdoor and global-program emphasis.

Admissions context: This is an exceptionally competitive option and should be treated as aspirational. federal reference data

Academic overlap: Arts

86% fitReach

Middlebury College

VT · small town

Middlebury College appeared because it closely matches your preference for substantial academic challenge and a campus where ideas shape everyday life. That connection comes directly from choices such as “A demanding expert whose course changes how you think.” and “A professor is already hosting an informal discussion for new students.”. Language depth, global orientation, and unusually strong access to outdoor recreation.

Admissions context: Admission appears especially competitive even when the academic context is aligned. official policy research

Financial-aid note: Institutional merit aid is unavailable or too limited to treat as a dependable strategy. Meets full demonstrated need, but all institutional financial aid is need-based and international admission is need-aware.

Academic personality: Globally oriented, language- and environment-minded students who want academic rigor, strong community, and a distinctly outdoorsy residential setting.

Academic overlap: Arts

85% fitReach

Grinnell College

IA · small town

Grinnell College appeared because it closely matches your preference for substantial academic challenge and a campus where ideas shape everyday life. That connection comes directly from choices such as “A demanding expert whose course changes how you think.” and “A professor is already hosting an informal discussion for new students.”. An individually advised curriculum offers exceptional academic freedom, backed by intensive faculty advising and unusually strong institutional resources. One point to investigate: your preference for easy access to outdoor activity is stronger than this school's profile suggests.

Admissions context: Admission appears especially competitive even when the academic context is aligned. official policy research

Financial-aid note: Competitive merit scholarships may support your priorities, but should not be assumed. Need-blind for domestic applicants, need-aware for international applicants, and meets full institutionally determined need without loans. Domestic and international first-year applicants may receive competitive merit scholarships.

Academic personality: Self-directed, intellectually adventurous students who want to design an individual academic path within a diverse, close-knit community committed to social responsibility.

Academic overlap: Computer Science, Science, Arts

Great Value

Additional strong fits with verified aid or scholarship context worth investigating. We do not yet have enough distinct, reliable matches for this group.

Hidden Gems

Less-obvious colleges with unusually strong fit for Jordan’s preferences.

82% fitHidden GemTarget

Juniata College

PA · small town

Admissions context: Your academic context appears broadly aligned, but admission remains uncertain. federal reference data

Academic overlap: Science, Arts

82% fitHidden GemTarget

Santa Clara University

CA · suburban

Admissions context: Your academic context appears broadly aligned, but admission remains uncertain. federal reference data

Academic overlap: Computer Science, Engineering, Science

82% fitHidden GemTarget

St. Mary’s College of Maryland

MD · rural

Admissions context: Your academic context appears broadly aligned, but admission remains uncertain. federal reference data

Academic overlap: Science, Arts

82% fitHidden GemTarget

Truman State University

MO · small town

Admissions context: Your academic context appears broadly aligned, but admission remains uncertain. federal reference data

Academic overlap: Computer Science, Science, Arts

81% fitHidden GemLikely

Appalachian State University

NC · small town

Admissions context: Your academic context appears comfortably aligned with the available school data. federal reference data

Academic overlap: Computer Science, Science, Arts

WHAT WILL YOUR CHOICES REVEAL?

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