OnlyAutomator: AI CRM for Creator Revenue
Creators on subscription platforms spend a significant share of their time managing conversations manually. OnlyAutomator removes that overhead by automating the communication workflows that drive revenue, so creators spend time on content creation, not inbox management.
The platform is not a chatbot that sends generic responses. It is a CRM that understands conversation context, identifies revenue opportunities, and automates the follow-through, with controls that let the creator stay in the loop where it matters.
What We Built
AI-Powered Chat Automation
- Context-aware message automation that adapts based on subscriber behavior
- Smart conversation routing: automated for routine interactions, flagged for human handling when needed
- Audience segmentation based on engagement and spend history
- Response timing optimization based on subscriber activity patterns
Revenue Optimization Layer
- Offer and upsell automation triggered by behavioral signals
- Subscriber lifecycle tracking with re-engagement workflows
- Revenue attribution by conversation thread
- Performance reporting that connects communication activity to income
Workflow & CRM Infrastructure
- Lead management with conversation history and tagging
- Scheduled communication sequences
- Cross-platform subscriber profile consolidation
- Data export and integration with external tools
The Technical Challenge
Creator platforms expose limited and inconsistently structured APIs. Building a reliable system that ingests conversation data, maintains context across threads, and fires automation at the right moment, without crossing into spam behavior, required careful state management and rate-aware processing.
We built a queuing layer that batched API interactions within platform limits while keeping the automation responsive from the creator's perspective. The AI component used conversation history as context for every automated message, which kept the tone appropriate and reduced the drop-off that generic automation typically produces.
My Role
- Led product design and development from concept to production
- Designed the CRM interface and conversation management workflows
- Built the AI-driven automation layer and message context engine
- Implemented the revenue tracking and reporting infrastructure
- Managed deployment and performance optimization