StuffThatWorks is a medical community platform for chronic condition management, providing peer-derived data and AI-driven treatment insights on iOS.
Product velocity
Dormant
Daily rank 🇺🇸
—
Medical
Sentiment
4.6
900 reviews
Nemesis
SMART Recovery
The App DNA
What makes this app unique?
Users hire the platform to reduce the isolation of chronic illness and find actionable treatment efficacy data that traditional medical channels often lack.
For Individuals managing chronic conditions and researchers seeking real-world patient data.
What does it look like?
Key features
Executes analytical queries on 1.3 billion structured patient data points.
Interactive visual map identifying members with similar health profiles.
How much does it cost?
Monetizes through B2B services for Pharma and Life Sciences organizations.
Velocity
Dormant developmentperformanceShow more...
The app has been inactive for over two and a half years, with no updates recorded since August 2023. Given the lack of any release activity in the last 6 months, the development momentum is classified as zombie. There is no evidence of ongoing maintenance or feature development.
Who built it?
User Sentiment
What do users think recently?
Fresh user feedback skews excited. Users appreciate community-driven support networks provide essential validation for users managing rare or chronic health conditions, but report survey and data entry functions fail to register input, preventing users from contributing their health information.
How are ratings & reviews evolving?
What users say, by theme
- Community-driven support networks provide essential validation for users managing rare or chronic health conditions
- Survey and data entry functions fail to register input, preventing users from contributing their health information
73 of 82 recent reviews analyzed · high confidence · Excited overall
Read the full review analysisUnlock 1 user request, each backed by review evidence.
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Competitive landscape for StuffThatWorks
How's the Medical market?
StuffThatWorks maintains a 4.6-star rating across 900 ratings, positioning it as a high-trust resource for niche chronic condition management.
The rivals identified
By SMART Recovery USA, Inc.
SMART Recovery competes directly for the chronic condition management audience by offering structured, community-driven support and verification tools that mirror StuffThatWorks' focus on peer-led health outcomes.
- Offers formal meeting attendance verification which provides clinical-grade accountability missing from StuffThatWorks' social-first model.
- Provides a structured 'Recovery Toolbox' that offers actionable, evidence-based exercises rather than just observational data sharing.
- Maintains a highly specialized focus on addiction recovery, creating a stronger sense of community identity.
Unlock the head-to-head verdict: where this rival wins, and where it loses.
Access the full report for freeThe Analyst's Read
Key takeaways for StuffThatWorks
Where is it heading?
The chronic condition management market is shifting toward prescriptive, evidence-based tools that offer immediate utility. StuffThatWorks remains exposed to this shift as long as its core data-collection loop suffers from stability issues, so the PM must stabilize the platform to prevent user churn to more prescriptive rivals.
- Technical regressions in the latest update prevent survey completion, which directly reduces the volume of structured patient data collected.
- Login and verification blockers prevent new user acquisition, which stalls the growth of condition-specific community network effects.
The SWOT
- Proprietary structured dataset from 750+ conditions
- AI-native similarity mapping for personalized matching
- Expand B2B partnerships for clinical trial recruitment
- Integrate prescriptive action modules
Next best moves
Rebuild survey input engine because input failures block the core data-collection mechanism → restore data integrity
+ 1 more prioritized moveThe counter-intuitive read
The platform's reliance on manual patient data entry…
Read the full takeFeature gaps
Formal meeting attendance verification (available in SMART Recovery) +1
Since the last report: The platform is experiencing a decline in sentiment and operational stability, with technical regressions in survey input now threatening the core data-collection mechanism.
Bottom line
StuffThatWorks holds a strong position through its proprietary patient-data repository, but technical instability in the survey engine threatens the very data that fuels its AI, so the PM must prioritize stability over new feature expansion to protect the platform's moat.
Unlock 2 critical frictions, 2 market threats, 1 more prioritized move and the analyst’s take.
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