Our database provides a multi-dimensional look at each institution, bridging data from multiple sectors to form a comprehensive picture. It covers the following core areas:

• Student population profiles: Enrollment trends and student body demographics.

• Campus life & safety: Housing, student culture, and safety metrics.

• Academic & learning experience: Faculty resources, class sizes, graduation, and retention statistics.

• Cost, financial aid, and financial return on investment: Structural breakdowns of need-based and merit aid, average grant and debt at graduation, and mid-career salary.

• Institutional financial characteristics: Endowments, revenue resources, and long-term financial health.

• Admission context & statistics: Historical trends in selectivity, application pools, standardized test scores, and acceptance profiles.

We integrate and cross-reference publicly available data from multiple authoritative sources to provide a single, unified reference layer:

• Common Data Set (CDS): Annual submissions directly from each college, tracking longitudinal trends from 2017 to the present.

• Integrated Postsecondary Education Data System (IPEDS): Primary federal data on institutional resources, finance, and completion.

• Campus Safety and Security (CSS): Federal campus safety, crime, and security data.

• College Scorecard: Centralized federal benchmarks for institutional basics, costs, and early outcomes.

• U.S. News & World Report: Historical data models tracking National Liberal Arts College and National University rankings.

• Niche: Comprehensive institutional grades evaluating campus life, culture, and student-reported satisfaction.

• Forbes: America’s Top Colleges economic modeling for graduate salary trajectory and overall financial value.

We use a blend of quantitative performance thresholds and expert curation to select colleges. To be included in the master database, an institution must satisfy at least one of the following criteria:

• The flagship public university for each of the 50 states.

• National Universities or National Liberal Arts Colleges that have ranked in the Top 100 or Top 70, respectively, at least once in the past five years.

• Colleges earning an overall Niche grade of A+, A, or A−.

• Select "Regional Universities and Colleges" that hold significance.

• An expanded public college footprint across Maryland, Delaware, Virginia, and Pennsylvania. We are currently expanding this list in select states.

Yes. Because we rely heavily on the Common Data Set (CDS) to generate deep structural insights and the most recent statistics, schools that choose not to participate in the CDS initiative (though rare) are excluded. Additionally, our data models are tailored for traditional higher education pathways; therefore, we exclude U.S. Service Academies and specialized colleges that exclusively focus on the fine or performing arts.

Yes. We understand that every school has unique advising priorities. We can customize your College Insight platform to highlight the specific metrics that matter most to your students and families. For example, we can expand insights into financial aid structures (with a deep dive into merit-based aid), institutional financial health, or specialized admission statistics comparing domestic vs. international trends if you advise a high volume of international students.

Absolutely. The first step in our partnership is for your counseling team to review the database to see how it aligns with your historical placement footprint. We are happy to discuss expanding our data pipeline to ensure the customized College Insight for your school reflects a comprehensive, tailored list of institutions specific to your school’s counseling needs. You can explore our current baseline database here.

Yes. Beyond our data tools, we provide dedicated technical assistance to equip counselors to lead with data-driven confidence in a fast-changing landscape. We offer flexible options tailored to different audiences within your school community:

• For Counseling Teams: We host specialized workshops, seminars, and "data talks" to help your staff master emerging longitudinal trends, navigate shifting admission metrics, and leverage data effectively in their daily advising.

• For Students & Families: We can design and deliver custom evening presentations or webinars tailored to your rising junior or senior cohorts, helping families ground their college planning in clear, stress-reducing data insights.

Whether you need a single deep-dive seminar or ongoing advisory support throughout the application cycle, we can structure a presentation format that aligns with your school's calendar.

Because our platform is tailored directly to institutional workflows, our pricing is not one-size-fits-all. Instead, it scales dynamically based on two primary factors: the number of students and the specific level of customization your counseling team requires.

We are committed to making data-driven college guidance accessible. To ensure equity across the educational landscape, we proactively offer adjusted, lower-tier pricing frameworks for public schools, community organizations, and independent institutions that serve a high density of economically under-privileged or first-generation students.

Yes. Rigorous data quality assessment is a fundamental step in our data science workflow. We audit the data for internal consistency, historical trends, and statistical outliers to catch anomalies. While we never edit or alter source data arbitrarily, we do selectively suppress individual metrics if our diagnostic models indicate a clear, extreme data-entry error by the institution. This standard protects your team and families from relying on skewed data, though it is very rare for the core metrics we utilize.