AI prompting skills identified as key factor for marketing productivity

Research from Dotdigital indicates that prompt writing is a significant bottleneck for marketers using AI, with 38% of respondents citing prompt iteration as a primary reason for slowed productivity. Effective prompting is described not as a secret language, but as the ability to provide clear, specific directions, similar to briefing a human team member.

Key strategies for improving AI agent reliability include using precise conditions and dates rather than vague ideas, building prompts through incremental steps, and utilizing specific data field names. Experts suggest that instead of seeking specialized certifications, users should focus on providing context, defining a specific role or tone, specifying the desired output format, and clearly stating what to avoid to prevent generic or unusable results.