alfred wahlforss

T2 · manager / operator

Founder and CEO of Listen Labs, an AI-first customer research platform serving 20% of the Fortune 500. Previously built a viral consumer AI avatar app (BeFake) that reached 20,000 users overnight. Pivoted to B2B after using AI interviews to understand churn in their consumer app.

1 call·1 name·100% bull·last heard 2 months ago·Sequoia Capital
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Listen Labs CEO outlines vertical AI moats in customer research

Listen Labs builds defensible moats through network effects on its 30M-participant panel, a data flywheel where more interviews improve simulation accuracy (now 95% on message testing), and product stickiness from proprietary interview history. Vertical AI advantage comes from owning domain-specific evals that general models cannot replicate.

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Listen Labs
HIGHalfred wahlforss·Sequoia Capital·2 months ago· position
Listen Labs CEO outlines vertical AI moats in customer research
Listen Labs builds defensible moats through network effects on its 30M-participant panel, a data flywheel where more interviews improve simulation accuracy (now 95% on message testing), and product stickiness from proprietary interview history. Vertical AI advantage comes from owning domain-specific evals that general models cannot replicate.
"we have the clear modes, which are the network effects on the panel where you have supply and demand dynamic. We also have the network effects, the data mode, as we do more interv…"
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