Research, Intelligence, and Ideas

Why Every Car Brand Sells the Same Emotion

The conventional wisdom: luxury cars sell status, mass-market cars sell practicality. Every motivational segmentation we run on the SA new-car market says they sell the same thing. Achievement, in four different dialects. The marketing battle is on the second register.

Greg Streatfield | 5 min read

Why Early Adopters Look Reckless Even When the Maths Is on Their Side

In 2016 I cancelled DStv for Netflix. The criticism was immediate. By 2024, DStv Premium had lost 1.5 million subscribers. Early adopters often look reckless. They are also frequently rationally correct, criticised in a different register from the analysis.

Greg Streatfield | 8 min read

Why the Most Loyal Fitness Events Have No Leaderboard

For years, the Blouberg full-moon swim had no leaderboard, no timing chip, no podium. It had loyal repeat swimmers. The commercial fitness event industry has spent forty years optimising for everything that swim deliberately ignored.

Greg Streatfield | 7 min read

What South African Banking Apps Are Actually Competing On

The dominant motivator behind South African banking app loyalty is not low fees. It is identity. Capitec figured this out twenty years before the incumbents did. The app is no longer a banking product. It is a daily identity signifier.

Greg Streatfield | 7 min read

Why the Most Successful Savings Product in South Africa Was Not Designed by a Bank

The stokvel market is larger than South African agriculture. Eleven million members. Fifty billion rand a year. Every major bank has launched a stokvel product, and uptake has consistently lagged the underlying market. The reason is in what the category actually is.

Greg Streatfield | 6 min read

Methodology Before Technology: How Twenty Years of Commercial Research Became the Data Alchemy Framework

Most analytics platforms are technology that grew a methodology. The Data Alchemy Framework is the opposite: methodology that grew a platform. The seven pillars and the twenty years of commercial research that produced them.

Greg Streatfield | 9 min read

How Do We Know If It Worked? From Wilderness Therapy to the Data Alchemy Platform

My Master's dissertation found no statistically significant change. The participants had clearly transformed. Sitting with that contradiction taught me the methodological discipline that now sits behind the Data Alchemy Platform.

Greg Streatfield | 10 min read

Why We Built PRISM: Validating Synthetic Data Before It Reaches Your Dashboard

Seventy-one percent of market researchers expect synthetic data to dominate within three years. But how do you know if synthetic data is any good? PRISM was built to answer that question.

Greg Streatfield | 8 min read

Analysis in Seconds, Reports in Minutes: How the Alchemist Agent Compresses Weeks of Research into a Single Workflow

Two decades of industry evolution solved the data collection problem and the output problem. Neither solved the interpretation problem. The Alchemist Agent was built to close that gap.

Greg Streatfield | 10 min read

Beyond Surveys: How the Resonance Engine Measures Brand Equity Against Real Purchase Behaviour

In 2005, an online casino promotion was attracting users but not converting them. The answer lay not in the promotion, but in the depth of brand relationship. This is the story of what that finding revealed.

Greg Streatfield | 11 min read

Why People Actually Choose: From Rock Climbing Psychology to the Impulse Engine

My Honours research was not about consumers. It was about rock climbers. What it revealed about motivational orientation became the foundation for a framework that predicts consumer behaviour more accurately than demographics ever could.

Greg Streatfield | 10 min read

Two Tracks, One Vision: How Knowsis Combines Analytical Firepower with Proprietary IP

Most analytics providers sit on one side of a divide - tools or frameworks, rigour or theory. Knowsis was built to deliver both. This is the architecture behind that decision.

Greg Streatfield | 10 min read

THOUGHT LEADERSHIP

What Is Psychology-Backed Brand Analytics? A Practitioner's Guide

Traditional brand analytics measures what happened. Psychology-backed analytics measures why it happened. A practitioner's guide to the difference between brand measurement and brand understanding, from 20 years of applying cognitive science to commercial brand challenges.

Greg Streatfield | 9 min read

INTELLIGENCE PRODUCTS

Measuring What Consumers Cannot Tell You: Subconscious Brand Perception Analytics

Most brand relationships operate below conscious deliberation. Standard surveys capture what people tell you. Psychology-backed analytics measures what their behaviour reveals about the 90 percent of brand perception that sits below the surface.

Greg Streatfield | 8 min read

ANALYTICAL FRAMEWORK

Beyond Demographics: How Outcomes-Based Segmentation Revealed What Traditional Analysis Missed

Twenty-one percent of average earners are financially vulnerable. Only 26% of high earners are truly resilient. When income stops predicting financial health, psychology-backed segmentation reveals what demographics cannot.

Greg Streatfield | 9 min read

ANALYTICAL FRAMEWORK

Why Your Insights Team Doesn't Need a Data Scientist (They Need Better Tools)

For 20 years, advanced analytics has followed the same pattern: collect data, hand it to a specialist, wait weeks, get results. The execution bottleneck isn't the maths. It's the handoffs. Self-service analytics changes that equation.

Greg Streatfield | 7 min read

ANALYTICAL FRAMEWORK

How to Run Behavioural Segmentation on Survey Data (Without Writing a Line of Code)

A practical guide to outcomes-based segmentation: from survey data upload to actionable personas in under an hour. Five steps, no coding, no agency required.

Greg Streatfield | 8 min read