Market research meets data storytelling. Tracking brands, testing hypotheses, and finding patterns others miss—using AI.
Market signals, brand momentum, and the patterns marketing people actually care about.
Charts you'll screenshot and send to friends.
What happens when you point AI at 1.67 million rows of your own life.
Lessons from analyzing millions of rows. Tap each card to see what NOT to do.
Ask: 'What patterns exist in my spending over time?' Focused questions get useful answers.
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Clean CSVs with headers are AI's best friend. Simple structure = better output.
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Always ask: 'How did you calculate that?' Verify the approach before trusting results.
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Unexpected finding? Ask AI to double-check or run the question a different way.
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Say 'Break it down by month' or 'Now compare to X.' Build toward insight.
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Push for confidence levels. Ask 'How certain are you?' to surface uncertainty.
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15 years in market research taught me that the best insights come from connecting signals others ignore. These projects blend public data with editorial perspective—not to replace expensive tools, but to show what's possible when you ask better questions.
More about me →A note from Jamie: These visualizations are for educational and entertainment purposes. Data is sourced from public sources and cited where possible. Not financial, investment, or professional advice. Figures are directional—methodologies vary by study.