Research Mode

Tools for reproducible audits of personalization bias and LLM input effects.

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Timeline capture
Record URLs, timestamps, durations for audit-ready reports.
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Notes & annotations
Pin insights to specific pages and time points.
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Bias probes
Reusable task library to compare outcomes across contexts.
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Export PDF/CSV/JSON
Take your data to OSF, spreadsheets, or stats tools.
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Privacy-first
Cookies and credentials remain in each participant’s browser.
Start a research session See example summary