Co-founder
Co-founder of Hellyeah. Writes about how AI reshapes the way teams plan, launch, and learn from marketing.
Most AI CMO tools advise. Few actually execute. Here are 9 alternatives ordered by execution depth, with the advise vs. execute distinction that no comparison page draws.
Michael Guan
Compare the 9 best B2B marketing agencies in 2026, from demand generation specialists to AI-native platforms built to run and optimize campaigns autonomously.
Michael Guan
Five proven agentic marketing use cases with verified outcomes from Playco, Final Round AI, BeFreed, The Dyrt, and Fish Audio. Includes org maturity mapping.
Michael Guan
Agentic workflows are AI-driven execution loops that act on signals, make decisions, and take actions without a human at each step. Here is how they work and where they fail.
Michael Guan
How AI detects churn risk before users disengage and executes win-back sequences automatically. The signals, models, and tools that work in 2026 for consumer apps and subscription products.
Michael Guan
The best real-time marketing automation platforms for acting on behavioral signals the moment they happen. Ranked by latency, AI depth, event-driven architecture, and channel coverage.
Michael Guan
An AI CMO handles campaign execution, performance optimization, and experiment loops autonomously. Here is what it does, what it cannot do, and when your team needs one.
Michael Guan
An AI marketing agent is autonomous software that plans, executes, and optimizes marketing work without manual intervention. Here is what separates agents from tools.
Michael Guan