
Insights & Ideas
Thoughts on market research, behavioral science, and making research work for impact.
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Things move fast... AI Moderated interviews for the masses
Fireflies.ai just launched Voice Agents... basically a lightweight AI-moderated interviewer. A dollar or two per interview. Maybe less at scale. What is interesting is the speed at which these tools are commoditizing. A meeting transcription app pivots into "รฏnterviewer" territory almost as an afterthought.
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To see the future of research, just look East
Shein adds thousands and thousands of new items to their app. ๐๐๐ฒ๐ฟ๐. ๐ฆ๐ถ๐ป๐ด๐น๐ฒ. ๐๐ฎ๐. This is all being driven by what they call their LATR model (Large-scale Automated Test and Reorder)
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What if most "AI" headlines are meaningless?
Not wrong. Not right. Just... saying nothing at all. On any given day, my feed serves up headlines like: "AI will eliminate 40% of white-collar jobs by 2030" ...followed immediately by... "AI adoption stalls as companies struggle to find use cases" "AI is transforming market research!" ...right next to... "AI-generated insights lack the depth of human analysis" ๐๐ผ๐ ๐ฐ๐ฎ๐ป ๐ฎ๐น๐น ๐ผ๐ณ ๐๐ต๐ฒ๐๐ฒ ๐ฏ๐ฒ ๐๐ฟ๐๐ฒ ๐ฎ๐ ๐ผ๐ป๐ฐ๐ฒ?
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The Say-Do Gap is the Insight (not the problem)
I've seen some interesting discussions lately about AI-driven research unlocking more "honest" responses: the idea that people open up more to AI than human moderators because they worry less about judgment. Some even claim that that makes AI-driven research superior to 'traditional' research. But here's what concerns me: if we optimize purely for "honesty" ๐๐ฒ ๐บ๐ถ๐ด๐ต๐ ๐บ๐ถ๐๐ ๐๐ต๐ฒ ๐ฝ๐ผ๐ถ๐ป๐ ๐ฒ๐ป๐๐ถ๐ฟ๐ฒ๐น๐.
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Big Agencies are dead!
We've been hearing this for a long time....Especially now with AI-everywhere, and the argumentation is always something like: ๐ฏ๐ผ๐๐๐ถ๐พ๐๐ฒ ๐ณ๐ถ๐ฟ๐บ๐ ๐ฎ๐ป๐ฑ ๐๐-๐ป๐ฎ๐๐ถ๐๐ฒ ๐๐๐ฎ๐ฟ๐๐๐ฝ๐ ๐๐ถ๐น๐น ๐ฟ๐ฒ๐ฝ๐น๐ฎ๐ฐ๐ฒ ๐๐ต๐ฒ ๐ด๐ถ๐ฎ๐ป๐๐ ๐๐ต๐ฟ๐ผ๐๐ด๐ต ๐ฝ๐๐ฟ๐ฒ ๐ฒ๐ณ๐ณ๐ถ๐ฐ๐ถ๐ฒ๐ป๐ฐ๐, ๐ฎ๐ป๐ฑ ๐ฎ๐ด๐ฒ๐ป๐ฐ๐ถ๐ฒ๐ ๐ฎ๐ฟ๐ฒ ๐๐ผ๐ผ ๐๐น๐ผ๐ ๐๐ผ ๐ฎ๐ฑ๐ฎ๐ฝ๐
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We might be ignoring the biggest variable in the room....
In Market Research, we obsess over data quality. We try to fight bots, fraud, and measurement error to make sure our 'raw material' is clean.ย But we might be ignoring the biggest variable in the room... the researcher....
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What happens if you replace traditional open ended answers in a survey with an AI moderated "interview" (AIMI)?
Glaut publised a study by University of Mannheim that looked exactly into that. Commendable, with all this new ResTech coming on the market we need some proper Research-on-Research to understand what works, where, when and why. ๐ผ๐ฃ๐ ๐ฌ๐๐๐ฃ ๐ฃ๐ค๐ฉ.
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Can AI fully automate the research process?
Researchers at ByteDance have released DAComp, a benchmark created to test how well AI can manage the full analytics lifecycle โ from data processing to insight and recommendation. And they've looked at how well state-of-the art models perform on these benchmarks today.โฃ โฃ ๐๐๐๐: AI is now an OK analyst (for less complex tasks) and a terrible strategist.โฃ
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If you were born again, how would your life change?
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More investment to Insights in 2026?
McKinsey recently published their State of Marketing Report for Europe in 2026, based on interviews with 500 senior Marketing Leaders. It's a good read, not the least to understand where the Marketing puck is going. Obviously AI dominates the report ('AI' appears 182 times in the report...).
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The Future of AI in Market Research
Exploring how artificial intelligence is transforming the way we gather and analyze consumer insights.
Coming soon