OpenAI 2026 hackathon

fluxosoprts

A arquibancada digital do seu clube

Solo project by Talles Coelho · 1 likes · 0 comments

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 #1,086 place in the like-ranked listing is a tie-break inside that group, not a ranking.

Projects (log scale)

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1k
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05,592
11,758
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5–975
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Likes on Devpost. ▲ marks this project's group.

Show the figures
LikesProjectsShare of archive
05,59271.2%
11,75822.4%
22853.6%
3–41321.7%
5–9751.0%
10+140.2%
Devpost like counts for all 7,856 archived projects, captured when this archive was built.

Executive Summary

What the company appears to be

The description states that fluxosoprts is “A arquibancada digital do seu clube” — literally, “the digital grandstand of your club.” The author, Talles Coelho, built this project as part of a hackathon submission. No further information about product functionality, customer base, or business model is provided.

What changed

There is no evidence of prior versions, evolution, or changes in the project’s scope or direction. This appears to be a single, self-contained hackathon submission with no indication of development beyond that point.

The single most important open question

Is fluxosoprts intended as a prototype for a product with commercial traction, or is it a proof-of-concept with no current or planned monetization strategy?

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What The Product Actually Is

The description states: “A arquibancada digital do seu clube” — the digital grandstand of your club. This suggests an application that provides a digital interface or experience for users associated with a sports club, likely related to fan engagement, ticketing, or community interaction.

However, no technical details, features, or functionality are described beyond the tagline. The author does not explain how this "digital grandstand" works, what it enables, or how it differs from existing platforms.

Evidence

  • Tagline: “A arquibancada digital do seu clube”
  • No further description of product features or use cases

Inference The project is likely a web-based platform for club-related activities, but the exact nature of its functionality is not evidenced.

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Positioning & Claim Evolution

The tagline “A arquibancada digital do seu clube” is self-reported and unverified. It positions fluxosoprts as a digital experience for sports clubs, possibly focused on fan engagement or community interaction. There is no indication of how this differs from existing platforms or what specific value it claims to deliver.

Evidence

  • Tagline only
  • No claim about competitive advantage, unique features, or market differentiation

Inference The positioning appears to be a general one for digital club experiences, but the evolution or refinement of that claim is not evidenced.

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Target Customer & ICP

The description does not state who the target customer is. The tagline implies a focus on “clubs,” but it does not specify which types of clubs (e.g., football, basketball, etc.), nor whether the product targets fans, club staff, or administrators.

Evidence

  • Tagline only
  • No mention of user personas, club types, or target segments

Inference The ICP is unclear and likely inferred from the tagline alone — not evidenced.

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Business Model & Pricing Evidence

There is no evidence in the description of a business model or pricing strategy. The author does not describe how the product would generate revenue, whether it’s free-to-use, subscription-based, or otherwise monetized.

Evidence

  • No mention of pricing, monetization, or revenue model

Inference No business model is evidenced; any assumptions about pricing or monetization are speculative.

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Technical & Delivery Signals

The project was built using the following technologies:

  • Cloudflare
  • Nginx
  • Node.js
  • PostgreSQL
  • React
  • Redis
  • Socket.IO
  • Tailwind
  • TypeScript
  • Vite

These tools suggest a modern, full-stack web application with real-time capabilities and a frontend framework. The use of Vite and TypeScript indicates a developer-focused stack, and the inclusion of Socket.IO suggests real-time communication features.

Evidence

  • Technology stack listed by author

Inference The technical stack implies a scalable, modern web app, but no evidence of deployment, performance, or delivery in production is provided.

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Traction & Maturity Signals

There is no evidence of traction, adoption, or product maturity. The project was submitted to a hackathon and has no mention of users, customers, or growth metrics. No data on usage, retention, or revenue is included.

Evidence

  • Submitted to a hackathon
  • No mention of users, customers, or adoption

Inference No traction or maturity signals are evidenced; the project appears to be in an early stage.

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Competitive Context

There is no evidence of competitive analysis or positioning against existing platforms. The author does not reference competitors or explain how fluxosoprts would differ from them.

Evidence

  • No mention of competitors or market context

Inference No competitive signals are evidenced; the project’s place in the market is unknown.

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Key Risks & Red Flags

  • Lack of clarity: The tagline and description do not clearly define what fluxosoprts does.
  • No traction or monetization: No evidence of users, customers, or revenue model.
  • Single founder: Only one team member is listed, which may indicate limited development capacity.
  • Hackathon origin: The project was submitted to a hackathon, suggesting it may be a prototype or proof-of-concept.

Evidence

  • Tagline only
  • No traction, customers, or monetization
  • Single team member
  • Hackathon submission

Inference These are risks based on the lack of evidence, not confirmed facts.

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Diligence Questions To Ask The Founders

  1. What specific problem does fluxosoprts solve for clubs and their fans?
  2. How does it differ from existing platforms or tools in this space?
  3. Is there a plan to monetize the product? If so, how?
  4. What is the intended user experience or workflow for club members?
  5. Are there any early adopters or pilot users?
  6. What are the next steps in development beyond the hackathon submission?

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Investment/Partnership Verdict

Not evidenced.

The description provides no information on product traction, revenue, customers, or business model. The project is a single-person hackathon submission with no indication of commercial viability or scalability. Any investment or partnership potential is not evidenced and cannot be assessed without further information.

Evidence

  • No evidence of traction, revenue, or customer base
  • No business model or monetization strategy

Inference No conclusion can be drawn about investment or partnership potential due to lack of evidence.

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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.