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The Data Quality Crisis: 30-40% of Survey Responses Unreliable

The research data quality crisis: why 30-40% of survey responses are unreliable. Learn how bot farms corrupt data and conversational AI offers solutions.

Feb 2026 · 13 min read
Thought Leadership Data QualityAI ResearchConsumer Insights

Conversational AI Research Solves the Data Crisis

Rebuilding consumer insights: how conversational AI research solves broken surveys with real customer depth and intelligent moderation for better data.

Nov 2025 · 14 min read
Thought Leadership Data QualityConsumer Insights

The Consumer Insights Crisis: Bots, Fraud, Bad Data

AI bots evade survey detection 99.8% of the time. Explore the crisis in consumer insights research how bots fraud and bad data threaten market research.

Nov 2025 · 14 min read
Comparisons Data QualityAI Research

Eliminating Panel Bias: AI That Interviews Your Users

Discover how AI interview platforms eliminate panel bias by enabling deep conversations with actual users at scale, transforming research.

Nov 2025 · 11 min read
Comparisons Data QualityAI Research

Automate Interviews with Your Own Customers

Forget panels—automate interviews with your own customers using AI. Learn why real buyer insights outperform traditional panel respondents.

Nov 2025 · 11 min read
Comparisons AI ResearchData Quality

Interview Real Customers at Scale: Best Tools

The depth-scale trade-off that defined customer research for decades no longer applies. Here's how to choose the right tool.

Nov 2025 · 10 min read
Comparisons AI ResearchVoice AIData Quality

98% Satisfaction AI Moderator: Speed Meets Quality

Meet the 98% satisfaction AI moderator where speed and quality converge. Discover how AI research eliminates the speed-versus-depth tradeoff.

Nov 2025 · 9 min read
Thought Leadership AI ResearchMethodologyData Quality

Synthetic vs Human: When to Trust AI in Research

Synthetic vs human: when to trust AI moderators. Learn decision rules for synthetic data, AI moderation, and when you need real humans.

Nov 2025 · 11 min read
Thought Leadership MethodologyData Quality

The Death of the Likert Scale

Your 4.2 satisfaction score is hiding the truth. Discover why the Likert scale is dying and how checkbox feedback fails to capture real customer needs.

Nov 2025 · 11 min read