Without StatSocial
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Synthetic personas built from generic training data and demographic proxies with no grounding in real people or observed behavior.
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Aggregate outputs that lack individual reasoning, motivations, and qualitative explanation.
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Mainstream panels and generic LLM data that struggle to represent niche or hard-to-reach audiences accurately.
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Traditional research cycles with typical online panels averaging 5–6 pts MAE and taking weeks to deliver insights.







