What is AI sourcing?

AI sourcing is using AI systems to find, rank and explain candidate matches for a role, instead of manually searching job boards and networks. Done properly it covers the whole top of the funnel: understanding the role, searching the market, ranking matches with reasons, and drafting the first outreach.

The useful distinction is between AI-assisted search (a better query box) and an AI sourcer (a system that does the work end to end and shows its reasoning). The second saves the hours; the first saves keystrokes.

Claims to watch: "live data" (profile freshness always has a cadence; ask what it is), and any promise to automate LinkedIn messaging, which LinkedIn bans and punishes with account restrictions.

See it working on your role.

Free, no card: ranked, explained matches for your real opening, first session.

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