The Declining Effectiveness of Surveys in Market Research and The Rapid Migration to Modern AI Alternatives

Surveys are losing effectiveness as response rates drop and bias increases. Companies are shifting to AI alternatives that use real behavior and unstructured signals. This move delivers faster, always-on insights with less reliance on self-reported data.

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