Data was weighted where necessary to align with global distributions of marketing roles and business types. With a sample of 4,450 respondents, the results carry an approximate margin of error of plus or minus 1.5 percentage points at a 95% confidence level.
Unless otherwise noted, all charts and findings reflect the full respondent base. Percentages are rounded to the nearest whole number, and as a result totals may not always sum to exactly 100%. Performance analysis throughout the report classifies organisations into high, moderate, and underperforming tiers based on respondents' self-reported satisfaction with the outcomes of their marketing investments, enabling comparisons across behaviours, strategies, and technology adoption.
The blockers are mainly data-related, but also privacy remains an issue. Marketers say strict privacy regulations limit their ability to use data for personalisation. Quality control at scale is another concern.