🎭 Simulate real audience reactions for your content — before you post.

Marketing AI Chief of Staff. Multi-agent social simulation with LightRAG knowledge graphs. Preview how your content spreads before you publish. Ollama local LLM supported.

🏛️ Synthetic-audience copilot for London planning proposals. LangGraph + SurrealDB + FastAPI + Next.js. Scores how borough audience segments would react, persists graph-linked runs, and compares original vs improved proposals side by side.

Synthetic audience graph for content creators, product teams, founders, and startups to test ideas with LLM personas, Neo4j memory, and D3 topic maps.