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Survey fraud, bots, and low-effort respondents are breaking generalizability in market research. This post traces the evolution from managed online panels to fragmented programmatic samples and explains why data quality systems like PANELYTICS are now essential for reliable insights.

Headline in a newspaper-style layout reads: “44% of market research buyers question the quality of their data. Are you one of them?” The design emphasizes concerns about data quality in the market research industry.