AI fraud is corrupting consumer data. Authentic voices are becoming the most valuable asset in research. The industry is changing fast. This is where we track the trends that matter.
A deep investigation into how research fraud, synthetic data and AI-generated respondents are reshaping the consumer insights industry — and what forward-thinking brands are doing about it. The category-defining report for anyone who runs, buys or relies on consumer research.
Up to 40% of panel responses may come from non-human sources. The checks built to catch them were designed for a different era.
Generative AI has solved the bot's biggest problem: sounding human. Here's what happens when machine-generated responses flood your next study.
Voice is the last signal a bot can convincingly fake. A new generation of AI-native research platforms is using that to its advantage.
Simulated opinions from AI models can't replace the messy truth of real human voices. The pitch sounds clean. The reality isn't.
We're entering the age of AI-native research — a fundamental shift in how insights are gathered, validated and acted on.
In a world of synthetic data and AI respondents, verification isn't a feature of quality research — it's the prerequisite for it.
Traditional research panels were built for a different era. Here's what's replacing them — and why the transition is happening faster than most people realise.
Forward-looking consumer goods companies are scrapping legacy methods and starting over with AI-native approaches to insight.
Trust in research respondents has been collapsing for years. We've hit the floor — and here's what the rebuild looks like.
