Three years of trying every report format. None of them changed client behavior.

I run a digital marketing agency. For three years I've been trying to solve a single problem: how do I get my clients to actually use the data I'm sending them?

Every iteration:

• Year 1: Looker Studio dashboards. Beautiful. Custom-built per client. Result: opened once, never again.
• Year 2: PDF reports with executive summaries. Highlighted insights. Action items in bold. Result: skimmed, filed, forgotten.
• Year 3: Loom video walkthroughs. Async. Personal touch. Result: average watch time 90 seconds out of 12 minutes.
• Side experiment: AI-generated "what to do next week" summaries. Result: clients liked them, but didn't trust them enough to act.

I kept thinking the problem was the format. Better visuals. Tighter copy. Clearer language. More AI.

The actual pattern, which took embarrassingly long to spot: clients who DID change behavior all had the same input — a 5-minute conversation with me where I told them what to do. The medium wasn't the variable. The lack of a confident recommendation was.

The whole reporting industry is selling a feature ("beautiful dashboards") that doesn't drive the outcome customers actually pay for ("I want to know what to do, with enough conviction to act on it").

I'm starting to think the current "AI marketing analytics" wave is going to face this problem hard. Most of these tools are still generating chart-shaped paragraphs. The chart-shaped paragraph is the bug, not the feature.

Anyone else in the marketing/analytics SaaS space — have you cracked the gap between "reporting" and "recommendation"? Or is the entire category waiting for someone to actually build it?

(Week 2 of me thinking out loud about a problem before deciding whether to build for it.)