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McGraw Hill AI Guide: Turning the Conversation Into a Competitive Advantage

How a buyer's guide became a trusted framework for responsible AI adoption in higher education.

Client Problem

Every institution in the country was asking the same question about AI, but they were getting their answers from the wrong places. Generic tools dominated the conversation. Vendor pitches replaced institutional strategy. And higher education leaders, under enormous pressure to act, had no shared language for evaluating what "responsible AI" actually meant on their campuses. McGraw Hill didn't need another product brochure. They needed to own the messaging.

Solution

Good Rebellion partnered with McGraw Hill to create an executive buyer's guide that reframed the entire AI conversation around what institutions actually need: governance, student outcomes, and academic integrity.

We built the guide to function as thought leadership first: credible enough for a provost's desk, specific enough to change how procurement committees evaluate solutions. The strategic narrative positioned McGraw Hill not as a vendor responding to AI hype, but as the institution-ready voice that had been building toward this moment.

The work combined market research, competitive landscape analysis, and messaging architecture into a single asset designed for decision makers, grounded in real institutional priorities rather than feature specs.

Big Picture

What made it work

  • A named, seven-criteria evaluation framework that gave readers shared vocabulary for a conversation no one had standardized yet.
  • Narrative structure that led with the institutional problem, not the product, before introducing the solution.
  • Audience positioning with distinct value propositions for students, faculty, advisors, and administrators within a single asset.
  • A messaging system designed to extend across campaigns, conferences, and sales conversations.

IMpact

The buyer's guide shifted McGraw Hill's market position from being a publisher with an AI product to a trusted advisor on responsible AI in higher education. 

It gave their team a reusable strategic asset that anchored executive conversations, informed paid campaigns, and provided the narrative backbone for conference presence and content marketing throughout the year.

Results

Targeted media spend

driving results across higher education trade publications

Qualified leads

generated through paid campaign integration

A narrative shift

that put McGraw Hill at the forefront of responsible AI adoption across higher ed

Evaluation criteria

now used by McGraw Hill's sales team as the standard framework for executive conversations