© 2025 Incunabulum LLC. All rights reserved. mg Magazine is a registered trademark of Incunabulum LLC. The material on this site may not be reproduced, distributed, transmitted, cached or otherwise used, except with the prior written permission of Incunabulum LLC.
Ronn Torossian
How Will You Spend Your ‘Cannabis Tax Refund’?
The elimination of 280E is the biggest brand-building moment for the cannabis industry this decade. As capital returns to balance sheets, the ultimate competitive advantage will go to operators who invest in high-authority digital assets, earned media, and advanced search visibility. Here’s how to turn a tax windfall into permanent brand authority.
The Unforgiving Math of Cannabis Brand Visibility in the AI Era
Federal rescheduling may reshape banking, taxes, and research, but it won’t reset the race for AI‑driven brand visibility. The real shift happened earlier, as AI engines began concentrating citations on the few cannabis brands that published structured, state‑specific, credentialed content at scale. Those early movers now benefit from compounding authority that Schedule III reform cannot unwind. As consumer prompts evolve toward medical access and Schedule III language, the brands already producing that content are widening their lead. The math is unforgiving: Visibility accrues to the prepared.







