synthetic-market-research - Synthetic Market Research via Semantic Similarity Rating
Conducts market research, concept testing, and pricing analysis using LLM-generated survey responses and Semantic Similarity Rating.
Tags
Updated: 2026-09-23Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Generate synthetic consumer personas
- Generate free-text survey responses
- Convert responses using SSR pipeline
- Analyze purchase intent and pricing
- Compare multiple product concepts
Inputs
- Product concept description
- Research questions
- Target market demographic details
- LLM API key
Outputs
- Markdown research report file
- PMF distributions and Likert scores
- Demographic segment breakdown
Requirements
- Python package semantic-similarity-rating
- LLM API key for Anthropic, OpenAI, or Google
- Python execution environment