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Notification Buffer for Neurodivergent Knowledge Workers

AI Cognitive Scaffolding for Neurodivergent Productivity

61/100

A unified inbox batches low-priority alerts from email, calendars, tasks, and notes into predictable windows while preserving genuinely urgent commitments.

Five-dimension assessment

DimensionScoreAssessment
Tech barrierLower is better90/100Needs a developer
Revenue potentialNot assessedMonetization type: —
Operation complexityLower is better80/100—
Market competitionLower is betterNot assessedCompetitors: —
Demand certainty44/100—
How we score

Each dimension is scored from 0 to 100 on the evidence we found. Tech barrier, Operation complexity and Market competition are lower-is-better: a lower number means less to build, run or compete against. Revenue potential and Demand certainty are higher-is-better.

The overall score is calculated separately from validated problem strength (25%), technical feasibility (25%), commercial viability (35%) and defensibility (15%), plus a versioned deterministic adjustment. It is not the sum or average of the five radar dimensions. Opportunities scoring 60 or above can proceed to publication once the content and evidence gates also pass.

A dimension marked Not assessed has no reliable estimate yet, so we show it as Not assessed instead of a guess.

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