I have an object with a bunch of fields and I want to run a report that will show the total number of records and how many or what percentage of each field is complete

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There's really no report that can do this directly, but RingLead's Field Trip app can do this for you. This is a Free app.

Disclaimer: I'm not affiliated with RingLead. Always do your own product research and test in a sandbox to see if a product meets your needs.

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