DemandWorks

Marketing is only real when it turns into revenue.

Tree Hut is increasingly turning to AI to understand its customers

Tree Hut Didn’t “Use AI for Community.” They Built a Zero-Cost Demand Forecasting System. Tree Hut reported a 430% year-over-year increase in social engagements after deploying an AI community management tool. Most marketers will clap for the engagement chart and move on. A CFO won’t. Because engage

DemGen Daily Editorial

How publishers like Dow Jones and Business Insider approach AI

Publishers Are “Using AI” to Save Minutes. The Real Money Is in Saving Sales Cycles and CPMs. A publisher can spend $250K/year on AI tooling and still lose money if the only measurable outcome is “faster tagging.” That’s not a hot take. It’s basic unit economics. Digiday’s research summary (with mos

DemGen Daily Editorial

Brand Isn’t Slow—You’re Just Measuring It Wrong

Why Brand Measurement Feels Slow in the Age of Instant ResultsLet’s play a quick game of Spot the Difference. On one side, you’ve got a startup founder, eyes wide, caffeine coursing through their veins, refreshing their dashboard every 15 minutes to see if their latest TikTok ad has gone viral. On

DemGen Daily Editorial

Community Is the Only Scalable Brand Moat Left

Board Memo: Why Community Is the Only Scalable Brand Moat LeftStakes & OutcomeDistribution costs are up 60% in five years (source: social.plus).AI and commoditization have collapsed product differentiation. Anyone can launch a “good enough” product in a weekend (Keeling, LinkedIn).Paid channels

DemGen Daily Editorial

Share of Voice vs. Share of Search: Why the Dinosaurs Are Extinct

Share of Voice vs. Share of Search: The New Marketing ScoreboardSpotting the Dinosaur: The Decline of Share of VoiceLet’s play a quick game of “Spot the Dinosaur.” No, I’m not talking about the agency creative who still thinks QR codes are the future. I’m talking about Share of Voice — that trusty

DemGen Daily Editorial