Survey Companion
Design smarter surveys and analyze results faster with agentic AI. Survey Companion adapts questions in real time, flags issues mid-field, and extracts meaningful insights — improving research accuracy while reducing manual overhead.
Understanding Survey Companion
Survey Companion is an agentic AI system that works alongside researchers to optimize every stage of survey development and analysis. It rewrites confusing questions, adjusts logic dynamically, and helps you get cleaner, faster results.
Goal Mapping & Question Intake – Transforms raw inputs into structured, logic-ready surveys aligned with research objectives.
Design Optimization – Improves clarity, reduces bias, and applies logic models to shorten and streamline surveys.
Live Monitoring – Detects abandonment, long dwell times, and response anomalies while fielding is in progress.
Real-Time Adjustments – Makes mid-field changes to question phrasing or routing, with researcher approval.
Automated Analysis – Summarizes patterns, clusters open ends, and prepares visualization-ready insights instantly.
Impact
Faster Design
Streamlines survey creation through intelligent rewrites and logic suggestions.
Better Data
Detects bias and confusion in real time, improving response quality and consistency.
Live Optimization
Modifies low-performing questions mid-field to reduce dropouts and friction.
Smarter Analysis
Automatically clusters responses and highlights key insights for rapid decision-making.
Execution Framework
Input Signals
Draft surveys, research goals, platform logs, respondent behavior data, past survey results.
Agent Logic
LLMs, routing optimization models, bias detectors, dropout predictors, clustering engines.
Stakeholders
Insight managers, research leads, survey ops teams, marketers, customer experience leads.
Outputs
Validated surveys, alert logs, dropout flags, clustered insights, downloadable dashboards.