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 #6,813 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% |
User Stories BotA demo video on every pull request
Get a demo video on every new feature
GitHub App that watches your pull requests and records a narrated, captioned demo.
Save time on demo prep and make informed decisions faster with a video walkthrough of every new feature.
Executive Summary
What the company appears to be
Sober Side Up Buddy is a mobile application built for recovery support, designed to help individuals navigate the hours between formal counseling sessions or meetings. It is part of a larger system called Sober Side Up, which includes community meetings, educational lessons, journals, assessments, and progress tracking. The app uses a framework of seven recovery standards (physical stability, mental clarity, motivation, structure, environment, identity/purpose, and connection) to guide reflection and action.
What changed
The project was initially developed as part of a hackathon submission for OpenAI Build Week. It builds upon an existing recovery ecosystem that includes real-world community engagement and lived experience from the founder's personal journey through a brain aneurysm and addiction recovery.
Single most important open question — the commercial due-diligence read
Is there evidence of a sustainable user base or traction beyond the founder’s own network, and how is the product positioned to scale beyond a single individual’s experience?
What The Product Actually Is
The description states that Sober Side Up Buddy is a mobile application built with Flutter and Dart. It includes features such as:
- Assessments and reassessments
- Daily check-ins
- Tasks, tools, lessons
- A private journal
- Recovery Journey milestones
- Community resources
- Reminders
- Progress systems
- Achievements
- Avatars
- Recovery worlds
- User-controlled backups
It also integrates optional AI via OpenAI GPT-5.6 for enhanced conversation, but only after explicit consent and with minimal data transmission.
Inference The app is not a generic chatbot or therapy tool; it is an explanation and navigation layer within a broader recovery system.
Positioning & Claim Evolution
The author claims that the product:
- Helps turn large recovery problems into one useful next step.
- Is built around the "Seven Standards of Recovery".
- Is designed to provide support during the 166 hours between appointments or meetings.
- Is not meant to replace counselors, treatment, sponsors, or emergency services.
- Sits on top of an existing recovery system (Sober Side Up).
- Uses AI only optionally and with privacy controls.
Inference The positioning is centered on structured support during unstructured time, using a local-first approach with optional AI integration. It emphasizes human-centeredness over automation.
Target Customer & ICP
The description states:
- The app targets people recovering from addiction or major medical events.
- It was built based on direct contact with individuals attending Sober Side Up meetings.
- Early adopters include regular meeting participants in the intended community (Elma, Washington).
- The system is designed for those who want support outside of formal recovery settings.
Inference The ICP appears to be individuals in early-to-mid-stage recovery who are part of or seeking out peer-led recovery communities and value structured guidance between meetings.
Business Model & Pricing Evidence
There is no mention of pricing, revenue streams, or monetization strategies in the description.
The project is described as being part of a Washington State nonprofit organization supporting people in recovery.
Inference The business model is likely non-commercial at this stage, possibly relying on community funding or donations through the nonprofit structure.
Technical & Delivery Signals
Key technical elements mentioned:
- Built with Flutter and Dart (cross-platform)
- Uses Node.js and Express backend
- Optional AI via OpenAI GPT-5.6
- Local-first architecture with offline functionality
- Enhanced conversation is optional, consent-based, and minimizes data
- Crisis-sensitive routing to Help Now information
- Voice controls for typed or spoken interaction
Inference The technical design prioritizes privacy, reliability, and accessibility. It avoids storing sensitive data locally or in the cloud unless explicitly consented.
Traction & Maturity Signals
The description mentions:
- Early distribution of the Android app to multiple regular meeting participants.
- Verification on both Android emulator and physical iPhone.
- Use by early adopters in the intended community.
- A working prototype rather than a proof-of-concept.
Inference There is limited evidence of traction beyond the founder’s network. No data on user growth, retention, or usage metrics are provided.
Competitive Context
No specific competitors are named in the description. However, it implies that traditional recovery support (counseling, peer groups, outpatient treatment) exists and is complemented by this product.
Inference The competitive landscape likely includes:
- Traditional recovery services
- Peer-led organizations
- General wellness or habit-tracking apps (though these lack recovery-specific focus)
Open Questions & Risks
- Lack of independent verification: All claims are self-reported.
- No revenue or customer data: No evidence of monetization, users, or adoption beyond the founder’s circle.
- Single-person team: The project is built by one person (Mickey Rayment), which raises questions about scalability and long-term maintenance.
- Unclear path to growth: No indication of how the product will expand beyond its current community.
- Privacy vs. utility trade-off: While privacy is emphasized, it may limit AI utility.
Questions the description leaves open
- What is the exact role of the nonprofit in relation to this app?
- How many people are currently using the app outside of the founder’s personal network?
- Are there any plans for monetization or commercial partnerships?
- How does the team plan to scale beyond a single developer and local community?
- What safety measures exist if someone misuses the AI component?
- Is there any data on user engagement or retention rates?
- How is the "Seven Standards" framework validated or tested?
Overall Assessment
Not evidenced
There is no evidence of revenue, customers, traction, or financial viability beyond the founder’s personal experience and community use.
This project appears to be a prototype built by one person for a specific local context. While it shows thoughtful design around privacy and recovery needs, there is insufficient data to assess its potential as an investment or partnership opportunity.
The product is positioned as a tool within a larger ecosystem, but the ecosystem itself lacks independent validation or measurable impact. The lack of third-party verification makes any commercial assessment speculative at best.
User Stories BotA demo video on every pull request
Get a demo video on every new feature
GitHub App that watches your pull requests and records a narrated, captioned demo.
Save time on demo prep and make informed decisions faster with a video walkthrough of every new feature.
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.