Every week there's a new AI tool promising to 10x your marketing output. Most of them won't. Here's how to think about your AI marketing stack in 2026.
The Evaluation Framework
Before adding any AI tool, ask three questions: Does it reduce a manual bottleneck? Does it improve quality or just speed? Does the output require heavy human editing before it's usable?
What's Actually Worth It
The AI tools generating real ROI for marketing teams fall into three buckets:
- Research & synthesis — competitive intel, win/loss analysis, ICP research
- First-draft generation — email sequences, ad copy variants, landing page tests
- Analytics & attribution — pattern recognition in large datasets, predictive scoring
Skip the AI video generators and focus on tools that compress your research and ideation phases. That's where the leverage is.