AI Investing Automation for Real Workflows
AI is only useful when it has clean inputs. HunchMachine gives you structured market insights and indicators you can route into GPT/LLMs — then automate the output into newsletters, alerts, dashboards, or reports.
- • Structured JSON outputs designed for LLM prompts
- • Pre-digested indicators, cycle metrics, and sentiment
- • No-code templates that include LLM steps
- • Automate analysis → narrative → distribution
- • API access for custom agents and pipelines
- • Works with real-time market data
Clean Inputs for LLMs
Skip raw chart parsing. Pull processed indicators and narrative insights via API, then feed them into prompts with predictable schemas.
No-Code Automation Templates
Use free templates to run “data → insights → LLM → publish” loops automatically.
Note: You need an n8n account (free self-hosted or paid cloud) to use these templates.
See AI Outputs in the Wild
Our automated market posts are generated using the same patterns you can reuse.
Automation Examples (Included)
Templates that generate structured insights and then turn them into publishable outputs.
Crypto Investment Insight
Your AI market analyst. Studies the entire crypto market daily to help you make better medium-term decisions: when to accumulate, hold, or step aside.
View more
Crypto Top & Bottom Detector
Monitors key indicators to detect cycle tops and macro bottoms. In bull markets, it tracks top signals; in bear markets, it identifies bottom opportunities.
View more
Altcoin Opportunities Detector
Scans the market for short-term altcoin setups during expansion phases. Identifies coins with early strength, momentum, or recovery potential based on real-time analysis.
View moreUse Cases
Generate a daily summary from clean inputs (trend, sentiment, cycle stage) and publish it automatically.
Use structured API outputs to power agents that decide what to watch or report (often alongside automated investing workflows).
Convert signals into narratives and actions (see build automated trading insights).
Start fast with investment automation tools and templates — then evolve into custom code later.
FAQ
It’s using AI to transform market inputs into decisions or outputs — and then automating the distribution (alerts, reports, posts) so it runs consistently.
Charts are noisy inputs. HunchMachine provides structured signals via API that LLMs can reason on reliably.
Yes — start with templates under Free Automations.
That’s covered too — check automated investing workflows.
Yes — you can build automated trading insights and route them to your stack.