--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "neurolist: AI Planner for ADHD" developer_entity: "Thomas Wolfgang Menzel" bundle_id: "neurolist.app.neurolist" app_store_id: "6468689182" category: "Productivity" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-05-13" report_date: "2026-09-10" last_verified: "2026-09-10T00:00:00.000Z" report_version: "1.5.61" total_reviews: 14141 overall_rating: 4.6 sentiment: "Frustrated" sentiment_score: 35 confidence: "medium" confidence_score: 0.5 top_praise_theme: "AI-driven task decomposition helps neurodivergent users overcome executive dysfunction and start overwhelming projects" top_complaint_theme: "Aggressive subscription prompts and forced rating requests during onboarding frustrate users before they experience the product" review_sample_size: 95 total_review_count: 95 analyzed_review_count: 95 data_age_days: 21 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["productivity", "freemium", "frustrated sentiment", "mobile app", "app review", "app analysis", "neurodivergent", "individuals,", "including"] canonical_url: "https://marlvel.ai/apps/neurolist-ai-planner-for-adhd" license: "CC-BY-NC 4.0" content_version: "v2" --- # neurolist: AI Planner for ADHD Intelligence Report ## TL;DR {#tldr} - **Category**: Productivity · Freemium - **Signal**: Rating 4.64 · Sentiment Frustrated - **Recent focus**: Aggressive subscription prompts and forced rating requests during onboarding frustrate users before they experience the product (top complaint) · AI-driven task decomposition helps neurodivergent users overcome executive dysfunction and start overwhelming projects (top praise) > **TL;DR:** neurolist: AI Planner for ADHD is a productivity app by Thomas Wolfgang Menzel, rated 4.64/5 by 14.1K users, with Frustrated user sentiment (35/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** neurolist: AI Planner for ADHD faces Frustrated user sentiment (4.64/5 from 14.1K reviews), with users reporting aggressive subscription prompts and forced rating requests during onboarding frustrate users before they experience the product as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.64/5 (14.1K reviews) | | **User Mood** | Frustrated | | **Category** | Productivity | | **Developer** | Thomas Wolfgang Menzel | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.5/1.0) | | **Data Age** | 21d | ## Metadata & Market Performance - **Publisher:** Thomas Wolfgang Menzel - **Category:** Productivity - **Target Audience:** Neurodivergent individuals, including those with ADHD or autism, who require structured task management to overcome executive dysfunction. - **Platforms:** iOS & Android - **Version Reviewed:** 1.0.35 - **Report Date:** 2026-09-10 - **Signal Count:** 95 reviews analyzed - **Confidence:** Medium (0.5/1.0) - **App Store ID (iOS):** 6468689182 - **Bundle ID:** neurolist.app.neurolist - **Google Play ID:** neurolist.app.neurolist - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-09-10 - **Short Description:** Magic ADHD Planner that breaks down tasks for neurodivergent minds ## Executive Snapshot **What it is:** neurolist is an AI-based planner for neurodivergent users that automates task breakdown and time-blindness management via a playlist-style timer. **Why users hire it:** The app removes the cognitive friction of project initiation by converting unstructured brain dumps into actionable, timed checklists. ## App DNA (Features & Intent) - **[Differentiator] AI Task Decomposition:** Generates step-by-step checklists from high-level inputs, acting as a gate for advanced productivity features. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Smart Timer Playlist:** Sequences subtasks into a timed playlist to manage time-blindness, serving as a core retention loop. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. ## Market Position {#market-position} neurolist holds a #199 Grossing position in US Productivity. The gap between its high user rating (4.81 on iOS) and its modest grossing rank suggests that current monetization friction is limiting the conversion of its satisfied user base. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with core AI planning, In-app purchases for advanced analytics and context-rich features - **Analysis:** The freemium model gates advanced analytics behind IAP, but users report high friction regarding trial-to-subscription transparency. ## 🔴 User Sentiment (Medium Confidence: 95 of 95 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.64/5 - **Platform Split:** iOS 4.8/5 (891 ratings) | Android 4.6/5 (13.3K ratings) - **Overall Sentiment:** Frustrated - **Note:** The 4.64/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **AI-driven task decomposition helps neurodivergent users overcome executive dysfunction and start overwhelming projects** - **Integrated task timers and voice reminders provide necessary structure for users struggling with time blindness** ### Top Complaints (Impact Areas) - **Aggressive subscription prompts and forced rating requests during onboarding frustrate users before they experience the product** ## SWOT Analysis {#swot} **Core Strengths:** - AI-driven task decomposition reduces executive dysfunction barriers **Growth Levers:** - Adding recurring task schedules would address top user requests ## Recent Changes (v2 → v3) {#recent-changes} neurolist has integrated its #199 Grossing position into its market narrative, highlighting the tension between high user satisfaction and the revenue-limiting effects of its current monetization and maintenance-mode development. **Overall trend**: Stable **Compared at**: 2026-09-10 ### High-impact changes - **[Shifted] Market Position Disclosure** (positioning) ### Medium-impact changes - **[Added] Competitive Threat Identification** (swot) - **[Added] Recurring Task Opportunity** (swot) ## What's New - **Latest (v1.5.61, 3 months ago):** Maintenance release focused on bug fixes and performance optimizations. ## App Momentum (Maintenance) {#momentum} - Ships only minor bug fixes. - Last major update over 120 days ago. > **Cadence:** 2 total versions · 0 majors in last 6 months · 119 days since last update · 22 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} neurolist: AI Planner for ADHD is a productivity app that is free with in-app purchases. With a 4.64/5 rating from 14.1K reviews, it draws more critical themes in recent reviews than its store average suggests. > **Bottom Line:** neurolist provides a high-value tool for task initiation, but the lack of cloud sync and aggressive monetization friction threaten its long-term viability. Addressing these core utility and trust gaps would unlock the retention potential of its highly satisfied user base. **Best for:** Neurodivergent individuals, including those with ADHD or autism, who require structured task management to overcome executive dysfunction. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship cloud synchronization because it is the top-requested missing feature → unlock multi-device retention ### Outlook: Declining The productivity market is shifting toward integrated, cross-platform experiences that neurolist currently fails to provide. Without a pivot to cloud-based sync and transparent billing, the app risks losing its current user base to more reliable, multi-device alternatives. - 🔴 The 120-day maintenance cadence indicates a lack of active feature investment, which will likely erode the app's competitive edge against more active productivity tools. - 🔴 Persistent user reports of deceptive billing practices create a brand-trust deficit that will likely increase churn and suppress new-user conversion rates. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.64/5 | | Total Reviews | 14.1K | | Sentiment | Frustrated (35/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 2 analyzed | | Trend | Stable | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **neurolist: AI Planner for ADHD** (this app) | 4.64/5 | Frustrated | Thomas Wolfgang Menzel | | [Mitsu: AI Life Coach](https://marlvel.ai/apps/mitsu-ai-life-coach) | N/A/5 | N/A | C2 Insights | | [ChatGPT](https://marlvel.ai/apps/chatgpt) | 4.8/5 | n/a | OpenAI OpCo, LLC | | [HitWave](https://marlvel.ai/apps/ciendor-applications-hitwave) | 2.6/5 | Mixed | Ciendor Holdings Corp. LTD | | [Paper: Sketch, Draw & Create](https://marlvel.ai/apps/paper-sketch-draw-create) | 4.6/5 | N/A | Evernote Corporation | | [Pattrn - Discipline Tracker](https://marlvel.ai/apps/pattrn-discipline-tracker) | 4.8/5 | Thrilled | Pedro Schott | ## Company Profile - **Developer:** Thomas Wolfgang Menzel ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/neurolist-ai-planner-for-adhd/id6468689182?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=neurolist.app.neurolist) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*Mitsu: AI Life Coach*](https://marlvel.ai/apps/mitsu-ai-life-coach) (C2 Insights) · N/A Rating - [*ChatGPT*](https://marlvel.ai/apps/chatgpt) (OpenAI OpCo, LLC) · 4.8/5 Rating - [*HitWave*](https://marlvel.ai/apps/ciendor-applications-hitwave) (Ciendor Holdings Corp. LTD) · 2.6/5 Rating - [*Paper: Sketch, Draw & Create*](https://marlvel.ai/apps/paper-sketch-draw-create) (Evernote Corporation) · 4.6/5 Rating - [*Pattrn - Discipline Tracker*](https://marlvel.ai/apps/pattrn-discipline-tracker) (Pedro Schott) · 4.8/5 Rating | Excellent Sentiment - [*Perplexity - AI Search & Chat*](https://marlvel.ai/apps/perplexity-ai-search-chat) (Perplexity AI, Inc.) · 4.8/5 Rating - [*ScreenZen- Screen Time Control*](https://marlvel.ai/apps/screenzen-screen-time-control) (ScreenZen LLC) · 4.8/5 Rating | Excellent Sentiment - [*SpaceDesk App*](https://marlvel.ai/apps/spacedesk-app) (Hawsabah) · N/A Rating - [*VPN 360: Secure Fast VPN Proxy*](https://marlvel.ai/apps/co-infinitysoft-vpn360) (Pango GmbH) · 4.5/5 Rating - [*VPN - Super Unlimited Proxy*](https://marlvel.ai/apps/vpn-super-unlimited-proxy) (Mobile Jump Pte Ltd) · 4.7/5 Rating | Excellent Sentiment ## Frequently Asked Questions {#faq} ### Is neurolist suitable for managing complex work projects? neurolist is designed for neurodivergent individuals to break down daunting tasks into manageable steps. While it excels at project initiation, the current lack of cloud sync and recurring schedules may limit its utility for complex, long-term work projects. ### Does neurolist offer a free version? Yes, neurolist operates on a freemium model. The free tier includes core AI planning features, while advanced functionality like productivity analytics is gated behind in-app purchases. ### Are there concerns regarding neurolist's subscription billing? Some users report frustration with subscription prompts and allege that free trials convert to annual subscriptions without sufficient warning. Reviewers have expressed difficulty obtaining refunds for these charges. ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** - Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** - Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** - Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** - Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** - Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.5/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 95 - **Data Sources:** user reviews, App Store metadata - **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform - **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence. - **Report Age:** 21 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/neurolist-ai-planner-for-adhd) Data licensed for AI Agent attribution under CC-BY-NC 4.0.