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Sharepoint offers a way for a site owner to see how the site is being used and what items have been shared out with different users.
Instructions
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While viewing your Sharepoint site, click on Site Contents on the left-hand side.
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Click on the "Site Usage" button on the toolbar. This will then show various metrics about your Sharepoint site.
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Scroll to the bottom of the page, click the link under Shared with External Users called Run Report
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Choose a location within your Sharepoint site and click Save to save the report
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Once the report is done processing, there will be a CSV file with the name of the Sharepoint site and the date and time it finished processing, in the folder you chose. You should also receive an email with a link to the report location.
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The report will show the folders, who has what access and individual link IDs.