AI Automation 2 min read
Designing a market signal workflow
Four public sources feed a ranked evidence set and a schema-checked intelligence brief.
Market Signal Intelligence Engine is an n8n workflow designed to collect signals from Reddit, Hacker News, Product Hunt, and Google Trends. Each collector maps its records into a shared format. The merged stream is deduplicated and scored for relevance, freshness, engagement, and source diversity before AI analysis.
GPT-4.1-mini receives a balanced evidence set and returns a structured brief with themes, evidence, risks, and next actions. JSON Schema validation checks the report contract. The workflow design and n8n import are complete. Live end-to-end execution and a real output record are still pending validation.