OpenAI 2026 hackathon

Poruch

A platform that helps Ukrainians find professionals from their own community.

Solo project by Daniil Daniil · 0 likes · 0 comments

Archive position — measured, not model output

0 likes on Devpost

2,264 of the 7,856 archived projects have more likes, and 5,592 share exactly 0 — so this project's #6,030 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
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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

Poruch is a self-reported privacy-first digital marketplace for independent professionals, built as a serverless platform with a focus on reputation systems, data protection, and cross-border service delivery. The author describes it as a "next-generation" platform aiming to address perceived flaws in traditional gig-economy platforms — particularly around reputation manipulation, data exposure, and economic disconnection due to displacement.

The project is positioned as a solution for Ukrainian professionals seeking to operate in a secure, borderless environment. It claims to use secure authentication, database-level privacy controls, and multi-currency support. The platform is described as "Production-Ready" with technical audits passed and over 700 automated tests completed.

Key open question: Is there any evidence of actual user adoption or revenue generation beyond the author's self-description? There is no evidence of customers, pricing, or commercial traction.

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What The Product Actually Is

The description states that Poruch is a digital marketplace for independent professionals. It is described as:

  • A "privacy-focused" platform.
  • Built on a "highly secure, serverless infrastructure".
  • Designed to help specialists build their digital presence, manage reputation, and offer services without risks associated with traditional classifieds.
  • A "next-generation" platform that rebuilds the gig-economy trust model.

It is described as having:

  • A "Trust Engine": A public dispute resolution mechanism for reviews.
  • Passwordless authentication (Email OTP).
  • Database-level privacy controls (RLS) to hide contact data from scrapers.
  • Atomic data deletion mechanisms.
  • Multi-currency support (UAH, EUR, GBP).

The platform is built with Next.js, PostgreSQL, Supabase, and is described as "Production-Ready".

Inference: The product appears to be a marketplace for freelancers or independent professionals, with an emphasis on privacy and reputation management. It is not a general-purpose platform but one tailored to the needs of professionals who may be displaced or seeking cross-border flexibility.

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Positioning & Claim Evolution

The author positions Poruch as:

  • A "privacy-first" digital marketplace.
  • A solution for independent professionals, especially those affected by displacement (e.g., Ukrainian professionals).
  • A platform that rebuilds trust in the gig economy through a public dispute resolution system.
  • A secure, borderless alternative to traditional platforms.

The claims include:

  • Addressing issues of reputation manipulation and data exploitation.
  • Offering a "fair market" through its "Trust Engine".
  • Supporting cross-border pricing and client acquisition.
  • Compliance with European privacy standards (GDPR).

Inference: The positioning is that Poruch is a niche platform for professionals who value privacy, fairness, and flexibility in their work arrangements. It is not described as a general marketplace but as a specialized service for independent workers.

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Target Customer & ICP

The description states that Poruch targets:

  • Independent professionals.
  • Specifically, those affected by displacement (e.g., Ukrainian professionals).
  • Users who value privacy and want to avoid data scraping or fake reviews.

It is implied that the platform is designed for users who are not well-served by existing platforms, particularly in terms of reputation management and data exposure.

Inference: The ICP appears to be displaced or mobile independent professionals — particularly those in Ukraine — who seek a secure, borderless way to offer services. No explicit segmentation beyond this is provided.

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Business Model & Pricing Evidence

The description does not provide evidence of:

  • A pricing model.
  • Revenue streams.
  • Customer acquisition costs.
  • Monetization strategy.

It states that the platform is "Production-Ready" and that funding is sought for "Go-to-Market" activities, implying a future commercial phase.

Inference: No business model or pricing information is provided. The project is described as being in a pre-commercial phase.

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Technical & Delivery Signals

The description states:

  • The platform is built with Next.js, PostgreSQL, Supabase.
  • It is described as "Production-Ready".
  • It has passed "enterprise-grade engineering audits".
  • Over 700 automated E2E, integration, and accessibility tests were completed.
  • It features a Mobile-First experience.
  • Uses secure passwordless authentication (Email OTP).
  • Implements database-level privacy controls (RLS) to hide contact data.
  • Has atomic data deletion mechanisms.

Inference: The technical stack and delivery approach suggest a modern, scalable platform with strong security and privacy features. However, no evidence of actual deployment or usage is provided.

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Traction & Maturity Signals

The description states:

  • The platform is at the "final stage of technical implementation".
  • It has passed enterprise-grade engineering audits.
  • It has over 700 automated tests.
  • It is described as "Production-Ready".

However, there is no evidence of:

  • Actual users or customers.
  • Revenue or monetization.
  • Product-market fit.
  • Any form of traction beyond the author's self-report.

Inference: The platform is at a technical maturity stage but lacks any commercial or user traction signals. It is in a pre-launch phase.

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Competitive Context

The description does not provide:

  • Names of competitors.
  • Market size or competitive positioning.
  • Differentiation from existing platforms (e.g., Upwork, Fiverr, Freelancer).

It implies that current platforms fail to meet the needs of independent professionals due to issues like reputation manipulation and data exposure.

Inference: The competitive landscape is not described. It is implied that Poruch aims to address shortcomings in traditional gig platforms, but no specific competitors are named or analyzed.

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Key Risks & Red Flags

  • No commercial traction: No evidence of users, revenue, or adoption.
  • Self-reported only: All claims are unverified and based on the author’s own description.
  • Unproven market demand: The platform is described as "Production-Ready" but lacks any user data or feedback.
  • Single founder: The team size is listed as 1, which may limit execution capacity.
  • No pricing or monetization model: No evidence of how the platform will generate revenue.

Inference: The project is in a very early stage with no commercial validation. Risks include lack of product-market fit and execution risk due to limited team size.

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Diligence Questions To Ask The Founders

  1. What specific problems are you solving, and how do you know these are real?
  2. Who are your first users or potential customers, and what is their feedback?
  3. How do you plan to monetize the platform?
  4. What is your go-to-market strategy, and how will you acquire your initial user base?
  5. What are the key risks to scaling this platform, and how do you plan to mitigate them?
  6. How do you plan to build trust in a new marketplace without an existing reputation system?

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Investment/Partnership Verdict

Poruch is described as a privacy-focused, serverless digital marketplace for independent professionals, built with modern tech stack and strong security features. It is positioned as a solution for displaced or mobile professionals seeking secure, borderless service delivery.

However, there is no evidence of commercial traction, revenue, or user adoption beyond the author’s self-description. The platform is described as "Production-Ready" but lacks any data on users, pricing, or monetization.

Verdict: Early-stage project with strong technical foundation and clear positioning, but without any demonstrated market validation or commercial readiness. Not evidenced as a viable investment or partnership opportunity at this time.

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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.