Evaluating only Lumos’s profile at its peak — without knowing the outcome — the model ranked Competition as the #1 likely cause. Documented cause: No market fit.
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Documented cause
The founders realized after five months that their product would not sell. Despite significant effort and investment, they failed to achieve product-market fit for their smart home automation switches.