Research Insights
5 Questions to Ask Before Buying an AI Research Tool
The right questions to ask about AI research tools separate genuine capability from good marketing. Here's what to look for before you buy.
Research Insights
Research Insights
The Death of the Annual Brand Tracker
Annual brand trackers were designed around operational constraints, not strategic ones. When AI collapses production costs, continuous tracking becomes inevitable.
Research Insights
The End of the Sample Size Debate
Sample size was never the true bottleneck; AI and synthetic methods shift research constraints from respondent volume to hybrid model quality and calibration.
Research Insights
You can't replace a researcher with AI
Automation does not eliminate research teams; it shifts their value from production to judgment, interpretation, and decision support as demand for insight accelerates.
Research Insights
Rebuilding the market research stack
For the last thirty years, quant research has been built around a simple constraint: the tools were slow. Fieldwork took weeks. Cleaning and coding took longer. Logic was fragile, routing was manual, and every step required human oversight. Every research plan from brand tracking to message testing was shaped not by the question being asked, but by how much time and operational pain the system could tolerate.
Research Insights
Four use cases for synthetic data you can use today
Most of the commentary around synthetic data falls into two camps: uncritical hype or outright dismissal. The reality, as ever, is more practical. Done right, synthetic data can radically accelerate research workflows. Done badly, it becomes a hall of mirrors. Today, we’re launching synthetic data in our platform. And we’re doing it the right way.
Research Insights
Pharma Ads Fatigue: What Consumers Really Think and What Marketers Should Do Next
According to research conducted by the MX8 Labs team, pharmaceutical ads are giving consumers a headache. But the data reveals there may be a prescription for healthcare marketers. In a nationally representative study of over 600 U.S. adults, MX8 Labs uncovered a mix of trust, frustration, and a growing appetite for reform. The data paints a picture of a public that's grown tired of pharmaceutical ads and ready to rewrite the rules.
Research Insights
Survey Fraud in 2026: What It Actually Looks Like
Crude tactics no longer dominate fraud in quantitative research. It is technical, distributed, and increasingly difficult to distinguish from legitimate respondent behavior. The infographic highlights the most common fraud vectors we see in live data today, and the picture is clear: modern fraud blends in.
Research Insights
When the cost of research collapses: how AI automation reshapes the economics of insight
For decades, the economics of quantitative research have been defined by three constraints: cost, time, and respondent burden. Every part of the industry—methods, workflows, vendor models, even the calendar of insight—quietly assumes that research will always be slow, expensive, and difficult to execute repeatedly. AI automation directly challenges those assumptions.
Research Insights
Why Brand Collabs Are Winning Over Consumers
From the chip aisle to the checkout page, brand collaborations are having a moment. They have evolved from fun gimmicks and one-off stunts to strategic, revenue-driving levers that often uplift brand recognition and relevance with more than a dash of inventiveness. And according to new research conducted by the MX8 Labs team, consumers are embracing these collabs with open arms. From Novelty to Norm: Brand Collabs Are Now Part of the Culture