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Research Note

Network Capital Research Note

What can Venture Step say about professional networks that is useful to founders, supported by research, and narrower than a promise that networking produces customers, c

Aug 4, 20262 min readBy Dalton Anderson

Network Capital Research Note

Question

What can Venture Step say about professional networks that is useful to founders, supported by research, and narrower than a promise that networking produces customers, capital, or company success?

What the sources establish

Mark Granovetter's The Strength of Weak Ties argues that weaker connections can bridge social groups whose members otherwise share much of the same information.

The 2022 causal test published in Science used randomized changes to LinkedIn connection recommendations across more than 20 million users. Moderately weak ties increased job mobility in the studied setting. The result supports a claim about access to nonredundant professional opportunities. It does not test venture fundraising, founder sales, or startup outcomes.

Social Leverage's current approach page says the firm offers market access, a talent network, media reach, and a founder community. These are first-party descriptions of the firm's offering.

The episode adds Ober's operating view that useful relationships take years, that help may be appropriate even without an investment, and that honest, firm, and fair behavior protects the network.

Disagreement and uncertainty

Network size is a weak proxy for useful access. Introductions offered, permission granted, meetings held, pilots started, and contracts signed are different events and should not be collapsed.

The research does not establish that weak ties are always better than strong ties. Strong relationships may matter more for trust, sustained help, and complex cooperation. The Science result varies by job context and digitization and should not be generalized beyond employment without further evidence.

Editorial use

The public framework may recommend specific requests, double opt-in introductions, useful follow-through, and closing the loop as Venture Step practice. It may cite weak-tie research only for the narrower information and opportunity mechanism.

Do not describe people as assets a founder owns. Do not promise access, fundraising, hiring, or revenue. Do not imply Social Leverage endorses the Venture Step framework.

Sources

Follow the evidence.

  1. adviserinfo.sec.gov: 292690adviserinfo.sec.gov
  2. nber.org: w28990nber.org
  3. nber.org: w28417nber.org
  4. hbs.edu: itemhbs.edu
  5. finra.org: gen aifinra.org
  6. NIST AI Risk Management Frameworknist.gov
  7. socialleverage.com: how we actually use ai at social leveragesocialleverage.com
  8. mattober.comattober.co
  9. linkedin.com: obermattjlinkedin.com
  10. steveblank.com: consultants don’t pivot founders dosteveblank.com
  11. steveblank.com: ampsteveblank.com
  12. socialleverage.com: teamsocialleverage.com
  13. socialleverage.comsocialleverage.com
  14. sba.gov: close or sell your businesssba.gov
  15. socialleverage.com: approachsocialleverage.com
  16. sec.gov: 2017 52sec.gov
  17. federalreserve.gov: SR2602federalreserve.gov
  18. sociology.stanford.edu: strength weak tiessociology.stanford.edu
  19. science.org: science.abl4476science.org
  20. socialleverage.com: moats make the g o a t s lunch learn recap with matt obersocialleverage.com
  21. steveblank.com: customer development manifestosteveblank.com
  22. sec.gov: staff bulletin standards conduct broker dealers investment advisers care obligationssec.gov
Network Capital Research Note