Why cannot I not find Power BI app in Windows Store

Hi,
I'm trying to install the Power BI windows app on my Win8.1 laptop.  However, when I go to the Store app and search for "Power BI" I don't get any relevant results.
I can search on google, which gives me this result (http://apps.microsoft.com/windows/en-gb/app/microsoft-power-bi/b7e7c94d-2ea3-4fa6-a277-9d19a1f697ba). 
But when I then click on "View in Windows Store" it opens the Store app and there is no Power BI.
Kindly assist.
Marius

Seems that the version of windows can also cause an issue.  My current work laptop runs Win8 Enterprise, l managed (not sure how) to get the Power BI app installed, probably since had it installed before.  When l open the Power BI app on my work
laptop and start to view the sample reports, get message about upgrading the app.  So click on button to upgrade, the main windows app store interface opens, with the list of all available apps.  Not the Power BI app screen, prompting me upgrade
the Power BI app.  At the same time get this URL (http://apps.microsoft.com/windows/en-gb/app/microsoft-power-bi/b7e7c94d-2ea3-4fa6-a277-9d19a1f697ba) opening in a browser window.  Nice shiny green box at left hand side says 'View in Windows Store'.
 Where do end up, back at the windows store starting screen.
Whereas on my home laptop Win 8.1, the Power BI app has installed and runs fine.  Lesson learned, upgrade to Win 8.1, which is tomorrows job.

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