Conduct research on consumer opinions and marketing strategies, collaborating with marketing professionals, statisticia…
Conduct research on consumer opinions and marketing strategies, collaborating with marketing professionals, statisticians, pollsters, and other professionals.
Task automation exposure
High exposure
Exposure basis
[v4/median] score 68 (raw 68 | A 68 / B 75 / C 50 | modality: other) AI can autonomously gather, analyze, and synthesize consumer opinion data and generate strategic insights, but nuanced collaboration and high‑level strategic framing still rely on human expertise. (capable: Large Language Model (e.g., GPT‑4) with data analytics and survey platforms)
0 capabilities · 1 occupations
Basis
How exposure was assessed
[v4/median] score 68 (raw 68 | A 68 / B 75 / C 50 | modality: other) AI can autonomously gather, analyze, and synthesize consumer opinion data and generate strategic insights, but nuanced collaboration and high‑level strategic framing still rely on human expertise. (capable: Large Language Model (e.g., GPT‑4) with data analytics and survey platforms)
How much of this task's output current AI can produce or substantially assist.
Best current model strength on any capability this task requires.
This is an assessment of technical feasibility plus published evidence - not a forecast. Even fully automatable tasks are often not automated, because of cost, verification, liability, regulation or the fact that the task is bundled with other work.
Occupations
Occupations that perform this task (1)
Importance is the O*NET-style weight of this task within each occupation. The same task can be highly exposed but peripheral to one job and core to another.
| Occupation | Industry | Importance | Role | Occupation AI exposure |
|---|---|---|---|---|
| Search Marketing Strategists | Sales & marketing | 3.9/5 | core | 23 |
Evidence
Evidence (0)
No evidence item is mapped to this specific task yet. The exposure figure above rests on the v1 editorial baseline and on the capability assessment, and should be treated as low-confidence. Pages with fewer than 0 evidence items are excluded from sitemaps.