Round 1 Winners!
Proof of Usefulness Report

Mentalium — CBT Diary by Voice

Analysis completed on 5/30/2026

+66
Proof of Usefulness Score
You're In Business

Mentalium presents a highly practical, privacy-first solution to a well-documented problem in CBT therapy (homework compliance). The technical implementation of fully on-device Whisper AI is innovative and aligns perfectly with current market trends valuing privacy in health tech. However, as an early-stage indie project with no provided user or revenue metrics, its traction and audience reach scores are minimal. The project shows strong problem-solution fit but requires verifiable adoption and growth to achieve a higher PoU tier.

View All Reports

Score Breakdown

Real World Utility+25.5
Audience Reach Impact+3.0
Technical Innovation+13.5
Evidence Of Traction+2.0
Market Timing Relevance+8.0
Functional Completeness+5.4
Subtotal+57.4
Usefulness Multiplierx1.15
Final Score+66

Project Details

Project URL
Description
Mentalium is a voice-first CBT thought-record diary with on-device AI transcription — Whisper runs locally and offline, so your voice never leaves the phone. Speaking captures the moment as it actually happens, in five guided CBT steps, instead of being typed from memory hours before a therapy session — helping people in therapy, self-guided CBT users, and anyone managing anxiety, depression, OCD or ADHD.
Audience Reach
Early-stage but live: the app is published on the App Store across 7 markets (EN, ES, FR, PT-BR, DE, IT, RU) and the promo site at mentalium.me is indexed in Google, Yandex and Bing in all 7 languages. Current monthly reach is organic and growing, driven by SEO, a multi-language Pinterest presence, a YouTube demo, and technical articles on Dev.to, Hashnode, Medium and HackerNoon. Addressable audience is large: CBT is the most widely practised evidence-based talk therapy, and structured thought-record homework is a near-universal part of it — anyone in or starting CBT is a potential user.
Target Users
Three groups. (1) People actively in CBT with a therapist who want their thought-record homework to actually get done — captured in the moment instead of reconstructed from memory before a session. (2) Self-guided CBT practitioners managing anxiety, depression, stress, OCD or panic. (3) People with ADHD, for whom speaking removes the "I can't sit down and write it out" barrier that makes traditional journaling fail. Consumer self-help product (B2C), not enterprise — no notable corporate customers; value is direct to the individual and, indirectly, to their therapist via an exportable session report.
Technologies
Other, Flutter / Dart, Riverpod, SQLite (sqflite), Whisper.cpp (ggml-small-q5_1, ~181 MB) running fully on-device — iOS via Metal GPU, Android via JNI — for offline speech-to-text, fl_chart for progress graphs, PHP + MySQL backend used only as an encrypted email relay (AES-256-GCM), RevenueCat for subscriptions, AppMetrica for analytics. No cloud AI and no server-side voice processing — all transcription happens locally on the device.
Traction Evidence
Deployed and live (not pre-launch): • App Store: https://apps.apple.com/app/id6764609587 • Promo site, 7 languages, indexed: https://mentalium.me • Demo video: https://youtube.com/shorts/EV2HcHoCHHY • Technical write-ups: Dev.to (https://dev.to/pavel_trubetskov/i-built-a-voice-cbt-diary-with-offline-ai-heres-how-it-works-23c6), Hashnode (https://trubetskov.hashnode.dev/on-device-ai-for-a-mental-health-app-what-i-learned-building-mentalium), Medium (https://medium.com/@p.trubetskov/on-device-ai-for-a-mental-health-app-what-i-learned-building-mentalium-17e036e4ec6a) • Press: PRLog (https://www.prlog.org/13148471-mentalium-launches-voice-cbt-diary-with-offline-ai-transcription-on-the-app-store.html), OpenPR (https://www.openpr.com/news/4529189.html), 1888PressRelease (https://www.1888pressrelease.com/mentalium-launches-voice-cbt-diary-with-offline-ai-transcrip-pr-767133.html) • Listings: LinkedIn, Crunchbase, Wellfound, F6S, Trustpilot, Behance Android version is in active development. As a recently launched indie product, growth so far is organic; the projection is steady SEO/content-driven acquisition across all 7 markets.

Algorithm Insights

Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline