LinkedIn Micro-Campaigns: Win the Segment, Not the Feed
Broad-reach LinkedIn campaigns work if you have a big budget and patience for 0.4% CTRs. Most growth teams have neither. Here is a segment-by-segment alternative built on live buying signals.
Why Connecting Your CRM to Claude Is a Bad Idea
Claude will answer confidently no matter how messy your CRM is. That confidence is the problem. Here are three ways a chat interface breaks when it sits directly on unmanaged customer data, and what should sit between the two instead.
Deploy Loops, Not Workflows
A workflow executes the same logic every time. A loop learns from every outcome and gets smarter with each cycle. Here is the four-step architecture behind that difference, and why it matters more as buyers get more automated.
What Replaces a CDP in 2026? The Data-Layer-Native and Agentic Alternatives Marketing Teams Are Actually Adopting
The CDP category is fragmenting into data-layer-native activation, agentic lakehouse platforms, and AI decisioning layers. Here's which pattern fits your architecture, and when a packaged CDP still makes sense.
What Is an Agentic Decision Platform? A Marketing/GTM Definition
Financial services built the agentic decision platform playbook for underwriting and fraud. Here is the marketing translation: a decision engine, policy gates, auditable traces, and the feedback loop that lets GTM decisioning improve over time.
First-Party Data Activation: How Growth Teams Are Cutting CAC by 3x in 2026
Most growth teams are sitting on a goldmine. Yet most of that data never makes its way into their ad campaigns.