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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.

Retrieval-Augmented Generation is reshaping how market research teams use AI, but not all RAG architectures are created equal. This article explains the differences between Vector RAG, Graph RAG, and Hybrid RAG, why Evals are essential for reducing hallucinations, and how STRATEGENCE’s RAGE approach turns AI into a decision guidance system grounded in market research rigor.

Black Friday just got smarter: save big on STRATEGENCE market research subscriptions while gaining powerful, data-quality–driven, AI-powered insights for 2026.

In Confessions of a Serial Insights Killer, a rogue survey respondent reveals how fraudulent data infiltrates online research at scale. From fake profiles to AI-driven deception, this satirical blog exposes the dark side of panel sampling. Discover how STRATEGENCE's PANELYTICS fights back with advanced fraud detection, digital fingerprinting, and AI-powered data validation to protect research integrity.