About the Project
Inspiration
KOL and influencer marketing often looks simple from the outside, but the actual workflow involves many people, tools, and handoffs.
A single collaboration may include creator sourcing, outreach, negotiation, contract review, product shipment, content briefing, script approval, publishing, paid usage rights, invoicing, payment, and performance tracking. In many teams, this information is scattered across spreadsheets, chat messages, email threads, shared documents, and individual browser tabs.
The project was inspired by a practical question:
How can a team manage the full KOL collaboration lifecycle in one shared workspace, without losing context, ownership, or deadlines?
The goal was to build a multi-user KOL management platform that gives team members a single source of truth for every creator collaboration.
What the Project Does
The platform helps teams manage KOL projects from initial outreach to final performance review.
Key workflows include:
- Managing creator profiles and contact information
- Tracking outreach, negotiation, and collaboration status
- Assigning owners and coordinating work across team members
- Recording campaign, product, platform, and deliverable details
- Managing contracts, invoices, tax documents, and payment status
- Tracking content production, review rounds, posting dates, and usage rights
- Monitoring deadlines, pending actions, and operational risks
- Centralizing collaboration notes and historical context
- Reviewing content and campaign performance in one place
Instead of relying on several disconnected tools, the platform organizes each collaboration around a structured workflow that can be viewed and updated by the entire team.
How I Built It
I started by mapping the real end-to-end KOL workflow:
- Creator sourcing
- Outreach and negotiation
- Contracting and product fulfillment
- Content briefing and production
- Script and draft review
- Publishing and content distribution
- Invoice and payment processing
- Performance tracking and campaign learning
I then translated this workflow into a structured data model with clear statuses, owners, deadlines, and dependencies.
The product was designed around several core principles:
- One collaboration, one record: All important information should live in one place.
- Clear ownership: Every next step should have a responsible team member.
- Shared visibility: Team members should be able to understand project status without asking for manual updates.
- Operational consistency: Repetitive processes should follow standardized stages and fields.
- Flexible workflows: Different creators, campaigns, and contract structures still need room for exceptions.
- Action-oriented design: The system should highlight what needs attention, not just store information.
The platform combines project management, creator relationship management, content operations, and payment tracking into a single collaborative workspace.
Challenges
One of the biggest challenges was balancing structure with flexibility.
KOL collaborations rarely follow exactly the same process. Some creators require contracts before product shipment, while others begin with a product seeding arrangement. Some collaborations include paid media usage rights, raw footage, cross-platform posting, or multiple review rounds. Others may involve several products, markets, or internal stakeholders.
A platform that is too rigid becomes difficult to use. A platform that is too flexible quickly turns into another unstructured spreadsheet.
Another challenge was designing for multiple users. Information must remain consistent when different team members are responsible for sourcing, content review, shipping, payment, and campaign analysis. This required careful consideration of permissions, ownership, status updates, and shared visibility.
It was also important to separate operational progress from performance results. A creator may deliver content on time but perform poorly, while another may be operationally difficult but generate strong results. The system therefore needs to capture both execution quality and campaign performance without reducing every creator to a single score.
What I Learned
This project reinforced that KOL management is not only a marketing problem. It is also an operations, data, finance, legal, and collaboration problem.
I learned that the most valuable product features are often not the most complex ones. Clear statuses, standardized fields, visible owners, reliable deadlines, and centralized notes can eliminate a significant amount of manual coordination.
I also learned that automation works best after the workflow has been clearly defined. Before adding AI or automated actions, the system needs a consistent process and reliable data structure.
The project also highlighted several future opportunities for AI, including:
- Generating creator briefs and outreach messages
- Reviewing scripts and content drafts
- Identifying missing contract or payment documents
- Summarizing collaboration history
- Detecting delayed projects and operational risks
- Tagging content themes and creative patterns
- Connecting creator content performance with paid advertising results
Future Development
The long-term vision is to turn the platform into an intelligent operating system for KOL marketing.
Future improvements may include:
- Automated reminders and workflow triggers
- Email and messaging integrations
- Contract and invoice document management
- Product shipment and inventory integration
- AI-assisted script and content review
- Creator and campaign performance dashboards
- Paid media usage-right tracking
- Approval workflows
- Role-based permissions
- Cross-campaign reporting and content learning
Ultimately, the project aims to help KOL teams spend less time chasing updates and maintaining spreadsheets, and more time building strong creator relationships and producing effective content.
Built With
- cloudflare-workers
- codex
- feishu
- gpt-5.6
- next.js
- openai-responses-api
- react
- typescript
- vite
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