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- All field notes
- Research strength, without the rankings.
- The federal government already grades your solvency.
- The Single Audit is a public financial X-ray.
- Who actually funds your university.
- The most comprehensive higher-ed public dataset, and why it's free forever.
- The endowment-per-student chasm: $30,596 vs. millions.
- The Grad PLUS cliff: graduate enrollment's July 2026 problem.
- The tuition-discount rate just hit 39%. What that number is telling you.
- The tuition-dependency cliff: 61 colleges, one bad assumption.
- The instruction-to-administration ratio families never see.
- How to read a college's financial health like an analyst.
- Information security for campus AI, a framework for CIOs and CISOs.
- Building an AI council on campus, governance that survives the first hard call.
- AI workflows across campus, where the quiet 30% productivity gains are hiding.
- AI tutoring, from augmentation to measurable outcomes.
- AI in the classroom, what faculty adoption actually looks like in 2026.
- AI change management is the hardest unbudgeted line item on every cabinet's agenda.
- A strong Canadian university is nearly invisible in AI search.
- AI search is higher ed's new front door.
- Reddit is winning the college comparison query.
- Rankings reward inputs. AI rewards being the answer.
- JSON-LD for universities: a field guide.
- llms.txt: the robots.txt for the AI era.
- Wikipedia and Wikidata: the hidden authority layer behind every AI answer.
- The 2027 enrollment cliff is real. Marketing spend should change shape.
- The satellite-campus blindspot in AI search.
- A citation audit of ChatGPT, Perplexity, Gemini, Copilot, and AI Overviews.
- FERPA-compliant AI agents: a buyer's guide for higher ed.
- A 90-day GEO plan for universities you can execute this quarter.
- The 2.8 million-student collapse no one is marketing around.
- The selectivity myth: 92% of US four-year colleges shouldn't be marketing on it.
- Sticker shock is a top-of-funnel killer. Here is the actual math.
- The hidden-ROI institutions the market mis-prices.
- An HBCU AI-search audit keeps finding the same five issues.
- International recruitment after the Canadian study-permit cap.
- The 2026 higher-ed conference circuit: where the leaders actually meet.
- The master's debt trap: which fields still pay the math.
- The transfer-student funnel: 38% of degrees, 4% of budgets.
- Every retention point is worth $40 of CPC.
- The Pell-by-field equity story: where credentialing closes the gap.
- AI agents inside admissions: a working architecture.