A stone crossroads where four differently paved paths converge on a plain, uncarved marker post, each path's distinct paving catching the light differently as it recedes into shadow.
category

Comparisons

This category covers the real alternatives to firm-side candidate research: doing it in-house, hiring a dedicated researcher, using a research service, or using AI tools directly. The comparisons here are specific rather than favorable to any one side — the tradeoffs in cost, consistency, and what each approach actually requires to do well. Most of what's here so far looks at the AI-tools alternative specifically, since that's the one practitioners are actually testing themselves right now; the in-house and dedicated-researcher comparisons get the same treatment as those pieces are written.

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