Qualifier turns a messy backlog of feature ideas, customer asks, and internal wishes into a transparent, weighted scoring model your whole org can defend — with AI-drafted research baked in.
Customizable per org
4 named bands
Org-scoped Postgres
Web-research grounded
Same six use cases. Different weight presets. The ranking re-sorts in real time — just like it does inside the workspace when an admin tunes the scoring config.
Weight allocation · Balanced
Top score · contribution
4.19Self-serve onboarding wizard
> fetch openview.com/onboarding
> fetch intercom.com/blog/activation
✓ 4 sources extracted
Drafted brief: “Self-serve onboarding could
lift week-1 activation 31% → 52%”
Drop a quote, a Slack thread, or a rough pitch. The agentic drafter pulls the web for context and proposes a structured brief.
Apply your weighted criteria. Every score carries evidence: a link, a quote, a number. No gut-feel rankings.
The backlog re-sorts itself. Stakeholders see exactly why something landed where it did — and what would change its rank.
Supabase + Next.js 16 + a weighted scoring model that's honest about its assumptions.
Real product UI — sortable, filterable, with bands attached to every score. No demo gimmicks, this is the table you'll be working in.
| # | Use case | Score |
|---|---|---|
| 01 | Self-serve onboarding wizard Activation | 4.18 |
| 02 | Enterprise SSO & SAML Sales | 3.92 |
| 03 | AI auto-tagging for support CX | 3.66 |
| 04 | Embedded analytics dashboard Data | 3.21 |
| 05 | Bulk CSV import + dedupe Quick win | 3.08 |
OpenRouter-backed research agent fills new use cases with sourced evidence so reviewers start at 70%, not zero.
Configure factors and weights per org. Tune the rubric until rankings match how your team actually thinks.
Admins shape the rubric and invites. Members run intake and scoring. Postgres RLS keeps every org's data sealed.
Critical path renders fast; secondary panels stream in. Stays responsive with hundreds of cases.
Rankings recompute as scores change. No spreadsheet bookkeeping, no stale CSV exports floating around Slack.
Sign in or create an account to spin up your first organization. The rubric is yours to shape — we just make sure every score is anchored to evidence.