> Pipeline Run ID: 20260425_002454
> Source: `adhd-saas__live-demand__20260425-0024.md`
# Demand Discovery Report — 20260425_002454
**Generated:** 2026-04-25 00:26
**Sources:** adhd-saas__live-demand__20260425-0024.md
**Model:** gpt-5.4

---

## Executive Summary

- **Pain Points Extracted:** 18
- **Clusters Identified:** 3
- **BUILD Recommendations:** 0
- **REVIEW Recommendations:** 2

---

## Decision Cards

### 🔍 Card #1: Next-Task Guidance for ADHD

| Field | Value |
|-------|-------|
| **Project Name** | Next-Task Guidance for ADHD |
| **Target Audience** | Adults with ADHD doing self-managed knowledge work in Todoist, Notion, or similar task managers |
| **Core Pain** | An ADHD-first task manager that automatically picks the next actionable task, reduces activation energy, and converts vague projects into small executable steps without requiring heavy setup. |
| **User Quote** | "知道要做但"启动不了"（activation energy barrier）" |
| **Wedge Strategy** | ADHD-first next-action layer for existing tools - Instead of replacing Todoist or Notion, integrate with them and present a single 'Do this now' screen that picks one task and suggests the smallest next step. This avoids migration pain and targets users already trapped in backlog overwhelm. - Competes as a thin activation layer rather than a full PM suite, making differentiation clearer and MVP simpler. |
| **MVP Scope** | A paid web app that connects to Todoist, imports tasks, asks for current energy/time, and shows one recommended next action with an optional one-click breakdown of vague tasks into tiny executable steps. |
| **Pricing** | $8/mo or $72/year, positioned as an affordable ADHD-specific companion rather than a full replacement task manager; low enough for individual consumers, high enough to support API and SaaS costs, and easier to trial than premium planning tools priced around $16-$35/mo. |
| **Score** | **25/40** |
| **Decision** | **REVIEW** |

**Score Breakdown:**

| Dimension | Score |
|-----------|-------|
| Direct ROI | 2/5 |
| Cost/Time Savings | 3/5 |
| Niche Specificity | 4/5 |
| Urgency/Emotion | 5/5 |
| Existing Spend | 3/5 |
| Competition (rev) | 3/5 |
| Tech Simplicity (rev) | 3/5 |
| B2B Potential | 2/5 |

**Competition:**

- Todoist - Popular task manager for personal and professional use with projects, labels, recurring tasks, priorities, and broad integrations. Many ADHD users already live here because it is simple and widely adopted.
- Sunsama - Daily planning tool that pulls tasks from apps like Todoist, Asana, Jira, and email into a guided day-planning workflow focused on realistic scheduling and focus.
- Motion - AI-assisted calendar and task planning product that auto-schedules work into time blocks and tries to optimize what to do next based on deadlines and availability.
- Amazing Marvin - Highly customizable productivity app with many behavior-oriented workflows, procrastination tools, and features specifically marketed toward ADHD and executive dysfunction.
- Routine - Calendar-plus-task product focused on command-bar speed, task capture, and planning your day around events and priorities.
- Akiflow - Task consolidation and time-blocking tool that unifies tasks from multiple sources and helps users plan execution through a daily agenda.
- Notion - Flexible workspace used by many knowledge workers as a DIY task manager, project hub, and notes system, often with custom databases and templates.

**Wedge Strategies:**

1. ADHD-first next-action layer for existing tools - Instead of replacing Todoist or Notion, integrate with them and present a single 'Do this now' screen that picks one task and suggests the smallest next step. This avoids migration pain and targets users already trapped in backlog overwhelm. - Competes as a thin activation layer rather than a full PM suite, making differentiation clearer and MVP simpler.
1. Vague-task breaker with one-click micro-steps - Focus narrowly on converting ambiguous tasks into 2-5 tiny actions using lightweight rules or API-generated suggestions, then let users accept one. Market around '启动不了' rather than generic productivity. - This solves a sharper pain point than broad task management and creates immediate visible value in seconds.
1. Low-friction daily start ritual for self-managed knowledge workers - Offer a 60-second startup flow: choose energy level, available time, and context, then receive exactly one recommended task plus a first step. Integrate directly with Todoist first and add Notion later. - This targets the freeze moment specifically, where users are most aware of pain and most willing to pay for relief.

**Tech Feasibility:** Build a web app in Next.js with Supabase auth and Postgres, plus Stripe for subscriptions. Users sign in, connect Todoist via personal API token or OAuth if desired, import active tasks and projects, and land on a 'Next Task' page. The app stores imported tasks in Supabase with simple fields like title, project, due date, priority, completed, estimated effort, and user-defined friction score. A basic ranking formula chooses the next task using rules such as overdue first, then due soon, then high priority, then low estimated effort, then low friction. For vague tasks, provide a simple 'Break it down' button that uses a basic LLM API call or even template-based prompts to generate 3 tiny next steps from the task title; user can save one back into Supabase and optionally push it to Todoist as a subtask. Add a lightweight daily check-in form for energy level and available minutes to further filter recommendations. Core pages: auth, settings/integrations, imported task list, next-task recommendation screen, breakdown modal, billing page. This is feasible for one person in under 20 hours if scoped tightly: no mobile app, no browser extension, no complex calendars, no team features, no custom AI training, and only one external integration at launch.

**Hallucination Check:** REAL GAP: Existing tools are strong at capture, organization, or focus timing, but weak at real-time action selection and activation support for ADHD users. Some premium products partially address prioritization, but the repeated complaints across multiple tools suggest a real workflow gap rather than simple unwillingness to pay.

---

### 🔍 Card #2: Adaptive ADHD Day Planner

| Field | Value |
|-------|-------|
| **Project Name** | Adaptive ADHD Day Planner |
| **Target Audience** | Adults with ADHD managing workdays across calendars, deadlines, and interruptions |
| **Core Pain** | A planner that understands task duration, available time, and dependencies, then dynamically rebuilds the day in one click when the schedule slips. |
| **User Quote** | "一件事没做完，整个日程就崩了，不知道如何重建" |
| **Wedge Strategy** | ADHD-first recovery planner: position around 'rebuild my day in one click' after interruptions, with calming UX, minimal fields, and language designed for stressed users rather than productivity power users. |
| **MVP Scope** | A web app that imports a user's Google Calendar, lets them enter tasks with duration and deadlines, and rebuilds the rest of the day in one click when plans change. |
| **Pricing** | $9/mo or $72/yr; low enough to attract individual ADHD users priced out of Motion-like tools, while still supporting a solo developer with a simple SaaS cost structure. |
| **Score** | **25/40** |
| **Decision** | **REVIEW** |

**Score Breakdown:**

| Dimension | Score |
|-----------|-------|
| Direct ROI | 2/5 |
| Cost/Time Savings | 4/5 |
| Niche Specificity | 4/5 |
| Urgency/Emotion | 4/5 |
| Existing Spend | 4/5 |
| Competition (rev) | 2/5 |
| Tech Simplicity (rev) | 2/5 |
| B2B Potential | 3/5 |

**Competition:**

- Motion - AI calendar and task planner that auto-schedules tasks around meetings and deadlines, aimed at busy professionals and teams.
- Reclaim.ai - Calendar optimization tool that automatically finds time for habits, tasks, and meetings inside Google Calendar.
- Sunsama - Daily planning workspace that pulls tasks from tools like Trello, Asana, and Gmail into a guided day planner.
- Akiflow - Task and calendar consolidation tool focused on inbox-style triage, time blocking, and keyboard-driven planning.
- TickTick - Popular to-do app with calendar, reminders, Pomodoro, and simple scheduling features used by many ADHD users.
- SkedPal - Auto time-blocking planner that schedules tasks based on priorities, deadlines, and available time windows.

**Wedge Strategies:**

1. ADHD-first recovery planner: position around 'rebuild my day in one click' after interruptions, with calming UX, minimal fields, and language designed for stressed users rather than productivity power users.
1. Simpler and cheaper than Motion/Akiflow: offer just calendar import, task list, duration, deadline, and one-click reschedule for solo users at a much lower price point.
1. Google Calendar-focused workflow: deeply integrate with Google Calendar first, showing free blocks and instantly re-slotting unfinished tasks into remaining availability without requiring project-management tool integrations.

**Tech Feasibility:** Build a web MVP in Next.js with Supabase auth/database and Stripe subscriptions. Core entities: tasks (title, estimated minutes, deadline, priority, optional dependency, status), connected calendar events imported from Google Calendar API, and daily plan blocks. User flow: sign in, connect Google Calendar, add 5-10 tasks manually, click 'Build My Day' to place tasks into free time blocks using a simple greedy scheduling algorithm based on deadline, priority, dependency completion, and available calendar gaps. If a task is missed or a meeting runs long, user clicks 'Rebuild From Now' and the app reschedules only incomplete tasks into remaining free slots for the rest of the day. Keep implementation basic: CRUD for tasks, one OAuth integration for Google Calendar read access, one timeline/day view, one reschedule endpoint, and Stripe for a paid plan after a small free trial. This is feasible for one person in under 20 hours because it avoids native apps, avoids AI training, uses simple heuristics instead of machine learning, and limits integrations to Google Calendar only.

**Hallucination Check:** PARTIAL GAP: There are premium AI schedulers and calendar assistants that attempt dynamic planning, so this is not a completely empty market. However, users specifically describe gaps around ADHD-friendly usability, affordability, and low-friction recovery, so the unmet need appears to be a better-segmented product rather than pure hallucination.

---

### ❌ Card #3: Minimal Distraction-Free ADHD Interface

| Field | Value |
|-------|-------|
| **Project Name** | Minimal Distraction-Free ADHD Interface |
| **Target Audience** | Adults with ADHD using mobile or all-in-one productivity apps and getting derailed by the interface itself |
| **Core Pain** | An ultra-minimal ADHD interface that opens instantly to one current task, removes navigation and backlog noise, and reduces distraction during task resumption. |
| **User Quote** | "打开软件就分神，打开手机去找 todo 结果刷了社交媒体" |
| **Wedge Strategy** | Instant Resume UX: position the product around 'open app -> see exactly one next task in under 1 second' with no sidebar, no inbox, no backlog, and no browsing. Compete on task resumption speed rather than task management breadth. |
| **MVP Scope** | A minimal web app/PWA that opens directly to one current task, lets the user mark it done or skip to the next task, and keeps the rest of the backlog hidden behind a small queue view. |
| **Pricing** | $4/mo or $30/year, because the value proposition is narrow and consumer-facing, and a low-friction price fits ADHD users already paying for broader tools like Todoist or TickTick while making this easy to justify as a companion app. |
| **Score** | **20/40** |
| **Decision** | **DISCARD** |

**Score Breakdown:**

| Dimension | Score |
|-----------|-------|
| Direct ROI | 1/5 |
| Cost/Time Savings | 2/5 |
| Niche Specificity | 3/5 |
| Urgency/Emotion | 4/5 |
| Existing Spend | 3/5 |
| Competition (rev) | 2/5 |
| Tech Simplicity (rev) | 3/5 |
| B2B Potential | 2/5 |

**Competition:**

- Todoist - Popular cross-platform task manager with quick capture, recurring tasks, filters, and mobile apps used by many adults with ADHD for personal task tracking.
- TickTick - To-do app combining tasks, calendar, habits, reminders, and Pomodoro timer, often chosen by users who want productivity features in one mobile app.
- Microsoft To Do - Simple task list app with My Day focus view, integrated into Microsoft ecosystem, commonly used as a lightweight daily planning tool.
- Sunsama - Daily planning tool designed to help users intentionally choose tasks for the day, with integrations to calendars and work tools.
- Amazing Marvin - Highly customizable productivity app with workflows, procrastination tools, time blocking, and ADHD-friendly positioning.
- Any.do - Mainstream task manager with mobile-first experience, reminders, calendar sync, and daily planning features for consumers.

**Wedge Strategies:**

1. Instant Resume UX: position the product around 'open app -> see exactly one next task in under 1 second' with no sidebar, no inbox, no backlog, and no browsing. Compete on task resumption speed rather than task management breadth.
1. ADHD-first mobile web launcher flow: deliver a PWA that users can pin to home screen and open directly into a full-screen 'Now' card, avoiding app-store friction while still feeling native. Market specifically to adults with ADHD who get derailed by mainstream productivity UIs.
1. Companion layer instead of replacement: integrate basic import/sync from Todoist or Google Tasks so users can keep their existing system, but use this product as the distraction-free execution surface for only the current task.

**Tech Feasibility:** Build a Next.js PWA with Supabase auth and database, centered on a single '/now' screen. Core data model: tasks with fields for title, status, position, optional due date, and 'is_now'. User can create tasks, reorder a short queue, and mark one task as the current task. On open, the app always lands on the current task card with only three actions: done, skip, edit. A secondary hidden queue screen shows the next 3-5 tasks only, not the full backlog. Add optional import from Todoist via its REST API or manual paste-in to preload tasks. Use Supabase Row Level Security for per-user privacy, Stripe Checkout for a simple Pro subscription that unlocks integrations and recurring reminders, and web push or email reminders via a lightweight service if needed. This is feasible for one person in under 20 hours because it is mostly CRUD, one main screen, one queue screen, simple auth, and a hosted payment flow.

**Hallucination Check:** REAL GAP: Minimalist apps exist, but most still assume neurotypical interaction patterns or lack intelligent task surfacing. The combination of distraction-free entry, single-task presentation, and ADHD-specific workflow support appears under-served.

---

## All Extracted Pain Points

| ID | Category | Core Pain | Audience | Emotion | WTP |
|-----|----------|-----------|----------|---------|-----|
| PP-d4e0b868 | Efficiency | Adults with ADHD cannot accurately sense time passing or how... | Adults with ADHD using product | 5/5 | Yes |
| PP-23c67b9a | UX | Adults with ADHD struggle to start work because large task l... | Adults with ADHD managing know | 5/5 | Yes |
| PP-e8d24d23 | UX | Adults with ADHD know what they need to do but cannot overco... | Adults with ADHD doing self-ma | 5/5 | Yes |
| PP-e888e3f8 | UX | Adults with ADHD get distracted while trying to access their... | Adults with ADHD relying on mo | 4/5 | Uncertain |
| PP-3e51e787 | UX | Feature-heavy productivity software overwhelms adults with A... | Adults with ADHD using all-in- | 4/5 | Yes |
| PP-ae0e6eb0 | UX | Repeated tasks quickly lose motivational pull for adults wit... | Adults with ADHD trying to mai | 3/5 | Uncertain |
| PP-a8c95d1f | Efficiency | When one task slips, adults with ADHD lose control of the re... | Adults with ADHD managing dail | 5/5 | Yes |
| PP-4e4c14f2 | UX | Adults with ADHD experience project tasks as overwhelming un... | Adults with ADHD handling proj | 4/5 | Yes |
| PP-43f485de | UX | Notion becomes a procrastination trap for adults with ADHD b... | Adults with ADHD using Notion  | 4/5 | Yes |
| PP-a51e3587 | UX | Todoist backlogs grow endlessly for adults with ADHD and fai... | Adults with ADHD using Todoist | 4/5 | Yes |
| PP-e3c116df | Efficiency | Google Calendar does not model task duration or dependencies... | Adults with ADHD using Google  | 4/5 | Yes |
| PP-4ec14adc | UX | Pomodoro and focus timers do not solve the more fundamental ... | Adults with ADHD using focus t | 3/5 | Uncertain |
| PP-6f324171 | Efficiency | Structured offers appealing visuals but cannot intelligently... | Adults with ADHD using visual  | 3/5 | Yes |
| PP-2292e989 | UX | There is a market gap for an affordable ADHD-first planner t... | Adults with ADHD seeking guide | 4/5 | Yes |
| PP-f150a939 | Efficiency | Adults with ADHD need real-time guidance on whether the time... | Adults with ADHD juggling task | 4/5 | Yes |
| PP-510f39a5 | Efficiency | Adults with ADHD want a one-click way to recover from latene... | Adults with ADHD whose workday | 5/5 | Yes |
| PP-1a0c085a | UX | Adults with ADHD want an ultra-minimal interface that shows ... | Adults with ADHD overwhelmed b | 4/5 | Yes |
| PP-d0cc1b9d | UX | Adults with ADHD need help decomposing vague projects into a... | Adults with ADHD managing writ | 4/5 | Yes |

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## Pipeline Stats

- **Model:** gpt-5.4
- **API Calls:** 0
- **Input Tokens:** 0
- **Output Tokens:** 0
- **Total Cost:** $0.0000