Build a focused campus outreach shortlist across 390 four-digit program groups. Start with a hiring role or select programs, then compare completions, later earnings, distance and growth.
Accounting example: 40 Illinois bachelor-level program records, with the top 25 displayed after scoring all 40. Page 1 shows ranks 1–16. Chicago wage context; distance uses Buckingham Fountain in Grant Park as a public demo reference, not an office. Earnings are not starting salaries. Open full size ↗
IPEDS · College Scorecard · BLS OEWS
A clearer basis for your next decision
A ranked portfolio
Score every loaded match before reviewing the top 25. The workbook shows loaded and displayed counts separately. Selections above 25,000 matches must be narrowed; results are not silently truncated.
School-level detail
Keep simple role-based search, choose up to five program groups in Advanced, or search all programs. Filter associate, bachelor or master degrees by state or All U.S. (50 states plus DC).
Separate wage context
Choose occupational wage context independently from school geography: a supported metro, state/DC or the United States. These wage benchmarks are separate from earnings four years after program completion.
Inside the workbook
Worksheet / area
What you use it for
Setup
Hiring role, state or All U.S. school search, degree, optional reference coordinates, independent wage geography and license.
School Portfolio
Ranked program results and the signals behind them.
School One-Pager
A focused view of a selected school/program.
Offer Calibration
Occupational wage context, separate from graduate earnings outcomes.
Advanced and README
Role, selected-program and all-program modes; ranking weights, methodology and setup guidance.
A focused recruiting brief
The School One-Pager brings a selected program’s completions, later earnings, distance, growth and suggested tier into one view.
This Accounting example uses University of Illinois Urbana-Champaign. The Priority explanation reflects the current scoring settings. Chicago’s occupational median wage is a separate benchmark, not a starting-salary recommendation.
Verified Accounting example; historical completions are awards, not available applicants. Open full size ↗
Getting started
Start with three steps
Open in the Excel desktop app
Review the instructions, then start with a role or choose programs in Advanced. The included example is Accounting in Illinois with Chicago wages.
Enter your license
Paste your purchase license on Setup, then choose Data → Refresh All. You do not need your own federal API keys.
Check the result
Check refresh status, source periods and loaded/displayed counts before using the results. Changing a program, degree or geography requires Refresh All.
Know what the numbers mean
Coverage includes 390 available four-digit CIP program groups across associate, bachelor and master degrees. Certificates and doctorates are excluded; available records and outcomes vary by program. All U.S. means 50 states plus DC, with other jurisdictions distinct. Missing or tied scoring factors receive a neutral 0.5; missing earnings or growth are not zero. IPEDS completions are historical awards, not available applicants. College Scorecard earnings are measured four years after completion, not starting pay. Rankings are recruiting preferences, not a measure of school or student quality. Sources: IPEDS 2024 completions with a 2019 comparison; College Scorecard release June 10, 2026. BLS wage source years appear in the workbook.
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