Customers · 2025-12-20

Uncovering Hidden Customer Jobs-to-be-Done with AI

Jobs-to-be-Done theory says customers "hire" products to make progress in a circumstance. DemandSonar's "JTBD Extractor" reads thousands of switching stories and synthesizes the functional, emotional, and social jobs. For a CRM tool, the functional job was "track sales," but the AI uncovered a dominant emotional job: "stop feeling like I'm forgetting follow-ups." That language, with a frustration score of 84, became the core marketing message for a startup that jumped to $23K MRR. The jobs people articulate are often not the deep jobs. AI digs deeper by analyzing the language of relief and frustration in reviews. [Uncover the real jobs →]

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