How the AI does the work

The pipeline is fixed. AI handles language-heavy steps. Collection is still a fetch of public pages, not a hallucination.

Directions

Synthesis · RosterNight-shift parent sleep, split by who is on callThe demand is the roster, not another sleep tracker.66

Adjacent · HandoffPartner handoff at 3 a.m.Same pain, one dimension: who takes the next window.61

Current supply

Current supply (reference)Generic baby-sleep appsHigh demand, already covered. Score is how well it is met.81

Synthesis · Vehicle content → tool

The demand is the roster, not another sleep tracker.

Demand 74

Trend 58

Monetization 61

Gap 71

Parents search sleep training, then complain that apps ignore the on-call parent.

No product treats the shift schedule as the unit of work.

Reddit · complaint · We take turns but the app still nags me

Coverage: Google · YouTube · Reddit · Trends · Ads · TikTok · Instagram

Sample layout. Same structure as a real dossier — not live rankings.

01 Idea
One paragraph. Product form is optional.
02 AI clarify
The AI advisor asks who, what hurts, and what people use today.
03 Channels
Demand radar on by default. You can add paid store/commerce channels.
04 Collection list
Queries and caps, editable before anything is fetched.
05 Collect & AI digest
Public signals come in. AI writes a per-channel digest of pains and praise.
06 AI directions
AI returns opportunity directions versus current supply, with evidence links.
07 Export
PDF, HTML, Markdown, CSV, or JSON.