| Persona | Primary JTBD (Job‑to‑Be‑Done) | Success Metric | |---------|------------------------------|----------------| | (e.g., Circle admin) | Turn community discussions into a living reference that new members can browse. | % of new members who cite the graph in their first week. | | Subject‑Matter Expert | Share nuanced knowledge without losing context or citations. | Avg. time to create a fully‑linked node (target ≤ 2 min). | | Learner / Newcomer | Find concise answers and see how concepts connect. | Search‑to‑answer time < 30 s. | | Product Analyst | Export insights for reporting or feeding downstream AI models. | Export success rate ≥ 99 % (no data loss). |
| Must‑Have | Nice‑to‑Have | |----------|--------------| | • Node creation from chat • Real‑time collaborative editing • Version history • Basic graph view (force layout) • Search & filter • Export JSON‑LD | • AI‑assist “Suggest Links” • Advanced layout options (circular, hierarchical) • External embed widget • Mobile‑only optimized graph view | mitaku net