Add New Brand

Enters a brand name → AI selects culturally relevant collectible models → generates images → seeds questions across all difficulty tiers. All content passes the cultural relevance filter and the two-step fact-check pipeline before saving.

This takes 2–5 minutes. Each model gets an image + a question across 10 difficulty bands.

What this does

  1. 1. Cultural relevance filter selects 5-8 genuinely collectible models (collab history, resale presence, cult status)
  2. 2. AI generates and saves images for each model to ImageLibrary
  3. 3. Generates one question per difficulty band (Stage 1 basic → Stage 7+ master)
  4. 4. Each question passes two-step fact-check pipeline before saving
  5. 5. Brand auto-appears in Knowledge Base, Question Intelligence, and brand filters
  6. 6. Ongoing auto-growth (1 replacement + 1 advancement per serve) takes over from there