Using alumni networks but analyze: effectively? Map alumni networking: leveraging shared connection vs. entitled asking vs. approach. Calculate: alumni bond vs. transactional approach vs. effectiveness. Show me the alumni reality: shared school doesn't guarantee help. Give me the truth: alumni connection is starting point, not guarantee. Include: whether assuming alumni should help, what shared connection provides, how to approach alumni appropriately.