How marketing research and public opinion polling are reshaped as AGI capability advances.

Roughly 85% of the work in Marketing Research and Public Opinion Polling is information-shaped — already within reach of AI delivery. The question here is not whether it shifts, but which tasks go first and who staffs the residual.
Why: Because there are no seeded child occupations or products, this scalar is derived directly from the industry's NAICS lens and description. The industry's core activities—gathering, recording, tabulating, and presenting marketing and public opinion data, along with statistical sampling—are purely information processing tasks. These knowledge-work activities involve heavy data analysis and computer-based work, placing the focus firmly in the digital band.
grounded in the economy graph · digital scalar 0.85 · digital
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Marketing Research and Public Opinion Polling sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Marketing Research and Public Opinion Polling inherits.
Marketing Research and Public Opinion Polling is itself composed of 9 parts that flow up into it — the sub-units whose work, summed, is what AGI capability re-prices here first.
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
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