DEBUG: Raw major_slug = ""
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/business-management-marketing-sales/sales-merchandising-marketing-ops/sales-distribution-and-marketing-operations-general/offers.json", major_slug = ""
DEBUG: After cleaning major_slug = ""
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/sales-merchandising-marketing-ops/sales-distribution-and-marketing-operations-general/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/business-management-marketing-sales/sales-merchandising-marketing-ops/sales-distribution-and-marketing-operations-general/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/business-management-marketing-sales/sales-merchandising-marketing-ops/sales-distribution-and-marketing-operations-general/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/business-management-marketing-sales/sales-merchandising-marketing-ops/sales-distribution-and-marketing-operations-general/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/sales-merchandising-marketing-ops/sales-distribution-and-marketing-operations-general/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/business-management-marketing-sales/sales-merchandising-marketing-ops/sales-distribution-and-marketing-operations-general/offers.json
DEBUG: major_slug = ""
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 1
DEBUG: Specific major detected (cip4 = 52.18), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "Business Development / Sales (I Have a HS Diploma or Associate Degree)" with relevance 0.8
DEBUG: ✓ Offer "Business Development / Sales (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.8)
DEBUG: relevant_offers count = 1
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 1 ESYOH offers with relevance >= 0.8
DEBUG: esyoh_offers count = 1
DEBUG: ESYOH offers found, rendering ESYOH widget
DEBUG: most_relevant_only = true, filtering for most relevant
DEBUG: Found 0 offers with relevance >= 1.0
DEBUG: Backfilling with 0 offers with relevance >= 0.9
DEBUG: Backfilling with 1 offers with relevance >= 0.8
Insufficient Data for Florida
There were not enough schools with complete data to rank general sales, distribution, and marketing operations in Florida this year.
Notes and References
This list is compiled by College Factual (MF_RANKING_2025), 2026 edition. Schools are scored on a blend of student outcomes (graduation rate, post-graduation earnings), affordability, and program focus, drawn primarily from the U.S. Department of Education (IPEDS and College Scorecard).
Ranking method: College Major Top Ranked · 2 schools evaluated.
- The Integrated Postsecondary Education Data System (IPEDS) from the National Center for Education Statistics (NCES), a branch of the U.S. Department of Education (DOE), serves as the core of our data about colleges.
- Some other college data, including much of the graduate earnings data, comes from the U.S. Department of Education’s (College Scorecard).
More about our data sources and methodologies.
ADBLOCK #116
by our College Data Analytics Team