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Ethics & accountability · Calling out concerns to leadership

Preparing a funding or board update, you realize a headline growth metric leadership loves is inflated by bot and fake-account traffic your analytics haven't filtered out. Correcting it makes the story much weaker. What do you do?

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Numbers that go to a board or investors have to be true even when the truth is worse, so I don't let a good slide launder bad data.

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