Archive position — measured, not model output
1 like on Devpost
506 of the 7,856 archived projects have more likes, and 1,758 share exactly 1 — so this project's #859 place in the like-ranked listing is a tie-break inside that group, not a ranking.
Projects (log scale)
Likes on Devpost. ▲ marks this project's group.
Show the figures
| Likes | Projects | Share of archive |
|---|---|---|
| 0 | 5,592 | 71.2% |
| 1 | 1,758 | 22.4% |
| 2 | 285 | 3.6% |
| 3–4 | 132 | 1.7% |
| 5–9 | 75 | 1.0% |
| 10+ | 14 | 0.2% |
Executive Summary
Company: Collabory
Self-reported basis: The description is entirely self-reported and unverified, drawn from a Devpost submission for the OpenAI 2026 hackathon. No external corroboration, revenue, customer data or traction evidence is available.
What the company appears to be: A platform designed to connect brands and creators in a single interface, aiming to streamline discovery, communication, and collaboration management for creator-brand partnerships. The product is described as a responsive web platform with features including campaign listings, messaging, analytics, and workflow tools.
What changed: The project was built over the course of a hackathon, with iterative development focused on user experience and feature prioritization. It is not evidenced to have launched or scaled beyond its initial build phase.
Single most important open question: Is there evidence of early traction, user feedback, or product-market fit from real users or pilot programs?
What The Product Actually Is
The description states that Collabory is a responsive web platform for creators and brands. It includes:
- Creator discovery and profiles
- Brand campaign listings
- Campaign applications
- Direct messaging
- Collaboration workspaces
- Campaign management
- Performance analytics
- Separate user experiences for creators and brands
It was built using technologies including 5.5, 5.6, 5.6sol, 5.6solultra, and codex.
Inference: The platform is described as a marketplace or collaboration tool that aims to centralize the process of brand-creator engagement.
Positioning & Claim Evolution
The author states that Collabory was inspired by the problem of brands and creators struggling to find each other and manage collaborations efficiently. It positions itself as a solution to fragmented communication, scattered campaigns, and lack of transparency in creator marketing.
It also claims to have evolved its understanding during development, recognizing that successful collaboration requires:
- Clear campaign information
- Simple communication tools
- Organized workflows
- Transparent performance data
The author introduces a formula for campaign value:
Campaign Value = Creator Relevance × Audience Engagement × Content Quality
This suggests a shift from simple matching to a more nuanced view of what makes a collaboration valuable.
Inference: The positioning has evolved from a basic discovery tool to a platform focused on end-to-end collaboration and performance measurement.
Target Customer & ICP
The description states that Collabory targets:
- Small creators
- Growing brands
These are described as groups who struggle with finding each other, managing campaigns, and communicating effectively.
It also mentions that the platform is designed for both creators and brands, with separate user experiences tailored to each group.
Inference: The ICP appears to be small-to-medium-sized brands and independent creators looking for a centralized way to manage collaboration workflows.
Business Model & Pricing Evidence
The description does not provide any information on:
- Revenue model
- Pricing structure
- Monetization strategy
It only describes the platform’s features and user experience.
Not evidenced
Technical & Delivery Signals
The project was built as a responsive web platform, with iterative development focused on:
- Navigation
- Layouts
- Onboarding
- Campaign management
- User journey
It was developed using technologies including 5.5, 5.6, 5.6sol, 5.6solultra, and codex.
Inference: The platform is built with modern web development practices and appears to be designed for cross-device usability.
Traction & Maturity Signals
The description states that Collabory was developed as part of a hackathon, and no evidence of traction, users, or adoption beyond the initial build is provided.
It mentions:
- Iterative improvements
- Initial testing phase
- Challenges in scaling
No data on active users, usage metrics, or customer feedback is available.
Not evidenced
Competitive Context
The description does not mention any competitors or market context. It does not reference existing platforms for creator-brand collaboration or marketplace tools.
Not evidenced
Key Risks & Red Flags
- No traction evidence: The platform was built as a hackathon project with no known users or adoption.
- Unverified claims: All descriptions are self-reported and unverified.
- Limited team size: Only two members (viktor090909 Brubakken, Oskar Løvereide) are mentioned.
- No business model: No indication of how the platform will generate revenue or sustain itself.
- Unproven product-market fit: The project has not been tested in a real-world environment beyond its development phase.
Diligence Questions To Ask The Founders
- What specific user feedback did you gather during the hackathon, and how did it shape the platform?
- Have you conducted any pilot testing with real brands or creators?
- How do you plan to monetize this platform, and what is your go-to-market strategy?
- What are the key challenges in scaling beyond the current prototype?
- Are there any existing partnerships or early adopters?
Investment/Partnership Verdict
Not evidenced
The project description provides no evidence of revenue, customers, traction, or a clear path to monetization. It is presented as a hackathon prototype with no indication of product-market fit, user adoption, or business sustainability.
This is a highly speculative opportunity based on self-reported claims and lacks any commercial due-diligence foundation.
Source
Submitted to the OpenAI 2026 hackathon on Devpost. Project home on DevPost.
The analysis above was generated by a language model from the project's own one-line description. It is not independent research and contains no verified traction, revenue or customer data.
