Public Build
UEFN AI Map Maker
A dedicated landing page for the tool, roadmap, usage notes, screenshots, and release updates. This belongs in Labs, not under sector taxonomy.
Labs
TOOLS,
SYSTEMS,
EXPERIMENTS
Labs is where your software, internal tooling, and future product systems belong. Reviews stay in sectors. Tools, builders, and controlled experiments live here.
Primary Labs Track
The first public Labs property should be the UEFN AI Map Maker. It fits your builder identity, does not dilute the editorial review engine, and creates a clean bridge between your software work and the public site.
Public Tool
UEFN AI Map Maker
Protected System
Protected Research Console
Quality Gate
Ranking QA Suite
Protected Operations
Protected Research Console
Candidate discovery, source controls, freshness checks, challenger runs, and publishing approvals should live in a protected admin surface rather than the public site.
Safety And Integrity
Ranking QA Suite
Automated checks for duplicate products, stale research dates, score inconsistencies, empty tier logic, safety conflicts, and broken affiliate states.
Operations Controls
Research And Source Policy
Protected controls should manage allowed source classes, budgets, challenger depth, freshness thresholds, and publish permissions. Private by default.