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Screener is a modern defense system for data integrity that helps ensure every insight is grounded in trustworthy, high-quality human responses.

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Screener deploys AI solutions to fight panel fraud and protect the integrity of research data

In just seconds, Screener confirms that each participant is human, located where they say they are, and genuinely qualified for your project using smart, context-based questions.

Screening happens in just seconds before entry into the main interview to ensure data is clean and saving time, money, and manpower later in the project.

1. True Gatekeeping

  • Screener runs a rapid verification process to confirm that each participant is human, not a bot or AI agent, and located in the claimed geography before they enter your study.

2. Intelligent qualification

  • Respondents are evaluated using contextual logic and tailored questions designed to confirm they meet recruitment criteria while filtering out cheaters and “professional” survey takers.

3. Cross-Platform Protection

  • Screener integrates seamlessly with other platforms to vet participants upfront before they can pollute project data.

4. Clean Data In, Better Insights Out

  • With only qualified, verified participants entering your study, the rest of your research runs smoother with fewer dropouts, more coherent answers, and trustworthy results.

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Verification in under 60 seconds for every respondent

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Defense against bots, AI agents, and fraud at the entry point

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Custom screening tailored to each study’s criteria

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Clean data and more reliable insights downstream

Explore more features of Meaningful

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Conversations

Conversations is an AI moderated conversational tool that bridges the qualitative/quantitative divide. 

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Ingest

Researchers can further interact with the analytics to find insights beyond the basic analytics.

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Mosaic

An add-on feature, mosaic is a strategic intelligence engine that processes millions of consumer data points.

No barriers. No subscription fees. Use Meaningful as you need it.

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