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Product Management

The Data Export Trap (When Your Dashboards Are Just CSV Machines)

The Problem

You built a beautiful dashboard. Charts, filters, drill-downs. Proud of it. Then you check usage analytics: 80% of users just click "Export to Excel" and leave. They're using your $500K BI platform as a glorified CSV generator. They do the actual analysis in Excel, not your dashboard. Why? Because your viz doesn't answer their question—it just dumps data. They rebuild everything in pivot tables anyway. It's like building a fancy restaurant where everyone orders takeout. You're not delivering insights—you're delivering raw ingredients.

The Principle

Measure data export rate. If >40% of dashboard views end in data export, you built a data dump, not an analytics solution. Ask: why are they exporting? Usually because the dashboard doesn't show what ...

Action Steps

1.Step 1 content...

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