Survey FAQs

Question 1

What is Survey and how does it leverage LLMs?

Accepted Answer

Survey transforms Large Language Models (LLMs) into intelligent interviewers, enabling dynamic, conversational surveys. It provides rich context to LLMs, guiding natural conversation flow and structured data collection.

Question 2

What advanced features does Survey offer for participants and administrators?

Accepted Answer

For participants, Survey offers natural LLM-driven interactions, conditional logic (skip logic), and the ability to pause and resume sessions. Administrators benefit from multi-tenancy support, pluggable storage backends, and robust data export options.

Question 3

Can Survey handle complex survey logic and data validation?

Accepted Answer

Yes, Survey supports conditional logic and skip logic for dynamic question flow, adapting in real-time based on participant responses. It also includes a robust validation engine for question constraints, ensuring high-quality, structured data collection.

Question 4

What kind of data storage options are available with Survey?

Accepted Answer

Survey offers abstracted storage with support for various backends, including in-memory, filesystem, Supabase, and Cloudflare KV/R2. This provides flexibility for different deployment needs, from local development to edge environments.

Question 5

Is Survey suitable for enterprise-level deployments?

Accepted Answer

Absolutely. Survey is designed as a production-grade MCP server featuring multi-tenancy for isolated deployments, pluggable authentication, full-stack observability (logging, OpenTelemetry), and a robust, decoupled architecture suitable for enterprise use.

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