Open Visibility Builds Expert Networks
Office Hours
Open visibility is the product feature that turns expert supply from a one time transaction into a real network. In practice, an oncologist or CFO can join, see peers already active, inspect profiles, testimonials, call counts, and rates, and conclude the marketplace is legitimate before ever taking a call. That is very different from closed brokered networks, where experts are contacted cold and often experience the process as opaque, high friction, and hard to trust.
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Traditional networks optimized for the paying client, not the expert. Tegus described analysts spending huge time sourcing experts on LinkedIn, then manually convincing them to respond. Office Hours instead treats expert trust and self service as part of the core product, which improves retention and lowers the human labor needed to make each match happen.
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The open graph also creates same side network effects. A physician can search other physicians on the platform, recognize former colleagues or conference contacts, and use that social proof to decide to join. That makes each additional credible expert increase the platform's value for the next expert, not just for buyers.
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Closed networks still win in some enterprise workflows through compliance, speed, and bundled research products. GLG built scale with a large expert base and high touch service, while Tegus and AlphaSense turned interviews into a searchable library inside a broader research suite. Office Hours is betting that expert trust and participation can itself be productized and become the moat.
The category is moving toward platforms that combine software scale with stronger expert side participation. As AI makes public information easier to search, the scarce asset becomes access to people with specific lived experience. The networks that make experts feel visible, credible, and easy to work with should compound fastest, because better expert participation improves every downstream workflow.