Automation Roadmap

Automation Roadmap

Phase 1 rule

Automation may generate drafts or internal suggestions, but must never auto-publish public listings.

Planned automation capabilities

• trend-driven listing draft generation via n8n
• demand page suggestions by region/category
• moderation assistance queues
• stale listing renewal prompts
• abuse pattern triage support

Required foundations

• webhook-ready ingestion endpoints
• queue-ready processing layer
• durable draft storage
• feature flags for staged rollout
• clear moderator review UI

Review model

Every automation-created draft should preserve:

• raw inbound payload
• source system
• timestamps
• reviewer notes
• final disposition