Data Quality
December 2025 Data Quality Report
Your download should start automatically. This report contains detailed data quality metrics for December 2025, including bot removals, fraud detection rates, and human review statistics.
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How it Works
See how Agatha turns survey data into decision-ready insights in minutes.
Features
Agatha AI
Coming soon · Your autonomous research analyst.
LiveSlides™
Live presentations that update as data comes in.
Solver Interface
The AI-powered respondent experience.
Libraries
Reusable question templates for faster study design.
QuantQual
Quant scale and qual depth — in one study.
MCP Server
Coming soon · Your studies, native in every AI tool.
AI Open-End™
Open-ended responses, quantified at scale.
Segments
Reusable audiences across the whole study.
Respondent Manager
Data-quality control for every study.
IdeaCloud™
Open-end verbatims, visualised by support strength.
HaloGraph™
Drill from themes to verbatims in one sunburst chart.
AugmentIQ™
Coming soon · Test your survey on AI respondents before launch.
Focus Groups
Live discussions and async bulletin boards.
Multilanguage
23 languages. One study. One dashboard.
Case Studies
Real research, real results
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Blog
Insights on AI & market research
Plans
Subscription, ad hoc & enterprise options
Live Study
Real-time results as data comes in
Data Quality
Our commitment to research quality
Data Quality Reports
Monthly evidence of research integrity
Research Grants
Free studies for nonprofits & academia
FAQ
Common questions answered