It sounds terribly redundant, but if you're talking about a dashboard page, you can put each separate view in its own section.
Your "No Data" message will appear in each section. I don't know of any way to do that within a compound view.
The only way you can achieve this is by creating several Compound Views (one for each view) and use the compound views instead of the original views in the Dashboard. (if this makes sense)
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There's no need to create multiple compound views. You can simply place a table view in one section, a pivot chart view in another, etc.
Each section will show the same No Data message.
The customer has decided to put this particular issue on hold. However, I am encouraged by your solution. I did not realize you could separate various views into different sections on the dashboard pages. Looking forward to trying this as it now sounds like they want to revisit this issue in the future.
Would you mind marking my answer as Helpful or Correct? That will help people with the same question find an answer.