Archive position — measured, not model output
0 likes on Devpost
2,263 of the 7,850 archived projects have more likes, and 5,587 share exactly 0 — so this project's #4,580 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 | 5,587 | 71.2% |
| 1 | 1,758 | 22.4% |
| 2 | 284 | 3.6% |
| 3–4 | 132 | 1.7% |
| 5–9 | 75 | 1.0% |
| 10+ | 14 | 0.2% |
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Executive Summary
The description states that "I am: Untitled" is a personal digital portfolio built using AI tools including ChatGPT, Codex, GPT-5.6, and Sites. The author, Telly Cadet, describes it as a "living multidisciplinary portfolio," showcasing the everyday use for non-technical builders such as artists, videographers, and researchers. The project was submitted to the OpenAI 2026 hackathon on Devpost.
The product appears to be an interactive personal website that integrates AI-generated content with human curation and design decisions. It includes a public-facing interface, a comparison feature between different AI models, and technical elements like API routes, deterministic replay, and privacy controls.
Key commercial due-diligence questions include: Is there any evidence of revenue generation or customer adoption beyond the author's personal use? What is the long-term sustainability of this approach? How does the project scale beyond one individual?
The single most important open question
Does this represent a viable business model for broader market adoption, or is it limited to personal branding and experimentation?
What The Product Actually Is
The description states that "I am: Untitled" is a personal digital portfolio built using AI tools including ChatGPT, Codex, GPT-5.6, and Sites. It includes:
- A responsive website interface
- An "art-first site relationship"
- Desktop and phone moving-image compositions
- A visual profile and contact surface
- A public Glyphica comparison feature
- API routes for OpenAI responses
- Deterministic replay capabilities
- Strict schemas and validation
- Privacy controls
- Rate limiting and cost boundaries
The author notes that the project was submitted to the OpenAI 2026 hackathon on Devpost.
Positioning & Claim Evolution
The description states that the project is positioned as "A living multidisciplinary portfolio, showcasing the everyday use for non-technical builders such as artist, videographers, and researchers."
The author claims that AI access can be authorship access, emphasizing that the important outcome is not that GPT-5.6 can generate a website but that they can stay at the level of meaning, relationship, visual judgment, and correction while Codex helps carry those decisions into software.
The project's positioning evolved from personal artistic expression to demonstrating how AI tools can be used for public-facing digital representation and interaction.
Target Customer & ICP
The description states that the target customer is "non-technical builders such as artist, videographers, and researchers."
The author also mentions that the project was submitted to an OpenAI hackathon, suggesting a potential audience of developers and creators interested in AI tools.
However, there is no evidence of specific customer segments or personas beyond these general categories.
Business Model & Pricing Evidence
Not evidenced. The description does not contain any information about pricing models, monetization strategies, or revenue streams.
Technical & Delivery Signals
The description states that the project was built with:
- api
- chatgpt
- codex
- css
- gpt-5.6
- next.js
- node.js
- openai
- react
- typescript
- vinext
It also mentions:
- Responsive components and navigation
- Moving-image presentation
- Server-only API boundary
- Tests, evidence, and deployment packaging
- Deterministic replay capabilities
- Strict schemas and validation
- Consent-gated OpenAI Responses API route
- Privacy, rate, cost, retry, and failure boundaries
Traction & Maturity Signals
Not evidenced. The description does not contain any information about user adoption, customer base, revenue, or market traction beyond the author's personal use.
Competitive Context
Not evidenced. The description does not contain any information about competitors or market positioning relative to other similar products.
Open Questions & Risks
- The project appears to be a personal experiment rather than a scalable business model
- No evidence of revenue generation or customer adoption beyond the author's personal use
- The technical implementation relies heavily on proprietary AI tools (ChatGPT, Codex, GPT-5.6) that may not be available to others
- The project is described as a "living multidisciplinary portfolio" which suggests ongoing development rather than a finished product
- There is no evidence of any commercial viability or market demand beyond the author's personal use case
Questions the description leaves open
- What specific revenue model are you planning to implement?
- How do you plan to scale this beyond one individual?
- What are your plans for monetizing the platform?
- Are there any existing customers or users beyond yourself?
- How do you plan to handle potential changes in AI tool availability or pricing?
- What is your long-term vision for this project beyond personal branding?
Overall Assessment
Not evidenced. The description does not contain any information about investment opportunities, partnership potential, or commercial viability beyond the author's personal use case.
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Source
Submitted to the OpenAI 2026 hackathon on Devpost. Project home on Devpost. Back to the full gallery on Devpost.
This competitive analysis was produced by
top-founders.com (opens in a new tab)
Generated by a language model from this project's public Devpost page — its tagline, the author's own write-up and any built-with tags listed there — as captured in August 2026. Short quotations are the author's words. It is an opinion on the idea as a business, not on the people behind it, and it reflects the description as published then. If the project has moved on, request a correction below. The analysis is not independent research and contains no verified traction, revenue or customer data.
An independent guide by KFG International LLC — not affiliated with, endorsed by, or connected to Devpost or OpenAI.