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Research, comparisons, and product notes on how expert intelligence actually reaches a deal team.

Bring a question you would normally have booked an expert call for.

Five business models, one category name

“Expert network” now describes at least five different products with very different latencies and cost structures. Knowing which one you are actually buying is most of the decision.

The five business models in the expert research market
AI-native knowledge networkApexMakeExperts pre-interviewed by an AI agent into a queryable, cited knowledge base, plus direct calls with the same experts~6 seconds
Traditional expert networkGLG · AlphaSights · Third BridgeHumans source, screen, and schedule a call for each briefHours to days
Expert transcript libraryTegus · AlphaSenseSearch an archive of calls other investors commissionedInstant, but historical
AI-native marketplaceEthosVoice AI onboards and matches experts, then you book themFaster matching, still a call
AI-augmented diligenceDiligenceSquaredAI voice agents interview a target's customers for a reportWeeks, per project

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