Ideas & analysis
AI-First Doesn't Mean Skipping the Reporting Craft
Researchers don't judge a platform on its AI demo. They judge it on whether they can ship the report at the end. Most AI-first tools lose them on the reporting step.
Ideas & analysis
Ideas & analysis
Exposure Analysis Belongs in the Survey, Not After It
Most ad-effectiveness teams treat exposure history as something to join in after fieldwork. That's why their lift studies measure averages instead of dose, recency, and decay.
Ideas & analysis
Why Your Dashboard Isn't an Insight
Dashboards show what happened. Insights explain why it matters and what to do about it. Most research teams have confused the two.
Ideas & analysis
MaxDiff Analysis Without the Complexity
MaxDiff is one of the most powerful preference ranking methods in research. It used to require specialty software and a stats team. Now it doesn't.
Ideas & analysis
The Research Agent Stack: Why Most Platforms Can't Be Automated (And What Changes When One Can)
The API is the most important feature no one talks about.
Ideas & analysis
Scaling Global Research Without Scaling Your Team
International research is where costs balloon fastest. It's also where AI-assisted platforms deliver the most dramatic savings.
Ideas & analysis
Creative Contribution: Test the Idea Before Media
Use survey creative testing to diagnose clarity, relevance, and credibility before a live campaign. Separate illustrative CPM arithmetic from a platform quote or promised return.
Ideas & analysis
The Hidden Cost of Not Automating: What You're Losing by Waiting
The cost of inaction isn't zero. It's just invisible.
Ideas & analysis
Building the Business Case for AI Research Tools: A Framework for Insights Leaders
A fill-in-the-blank framework you can adapt and submit to your CFO this quarter.
Ideas & analysis
When the Signals Go Dark: Survey Research at Campaign Speed
The behavioral signals digital marketers have optimized on for fifteen years are fading all at once. The most durable input left is the one most teams have skipped: asking real people, fast enough to act on.