LinkedIn & Social Selling

Tools that automate or augment selling on LinkedIn and adjacent networks: connection and messaging automation, profile and audience intelligence, engagement orchestration, and data extraction. This is the one category defined less by regulation than by platform terms, and the index grades it accordingly. The decisive questions are the method (seat based automation inside official APIs and partnerships versus headless browser automation the platform prohibits), the vendor's account restriction record and how it responds to enforcement waves, and the legal footing of any data extraction. A vendor that will not say how it operates has answered the Platform Terms Exposure axis by construction. Buyers should price in that the platform, not the vendor, controls this category's continuity.