Implementation

Running, buying, and governing this work.

• 9 Steps to Turn a Marketing Goal Into a Causal Experiment

  Require a stated goal and a testable hypothesis before any team runs a comparison test.

• Build vs. Buy: A Custom MCP Research Agent or a Causal Research Platform

  A growth or marketing-ops team can wire a coding agent to a product-analytics tool, a synthetic-response tool, and a messaging tool, and have it post a weekly "ship or don't"…

• Social Listening for Market Research: Closing the Gap Between Signal and Decision

  A social listening dashboard can tell a CMO that sentiment around a competitor's pricing move spiked.

• The Head of Research AI Adoption Checklist for 2026

  A head of research adopting AI tools in 2026 does not need to decide whether AI belongs in the workflow. It already is there.

• How to Test Messaging Before Launch

  Test each message variant as a controlled comparison against a defined buyer audience before committing launch budget to one of them.

• Where to Put the Human-Review Gate When AI Drafts Market Research

  An insights leader who lets an AI draft move straight into a pricing deck or a launch brief has made a quiet decision: that draft is now evidence, not a hypothesis.

• Adding Causal Testing to an Existing Client Scope: A Decision Guide

  An agency or in-house marketing team should add a research step to an existing client scope only when a specific decision carries real budget risk and the current process resolves…

• How to Sequence Target-Group Research Before You Field a Study

  Target-group research for a launch should follow four gates: define the decision, establish the behavioral baseline, screen the live hypotheses with a controlled causal…