
AI and Survey Research: The 2022–2026 Methodological Shift and What Communications Teams Need to Understand
How generative AI is reshaping survey research workflows in 2022\u20132026 \u2014 synthetic respondents, LLM-assisted analysis, the contested frontier, and what communications teams need to understand.









