How it works
C4T is engine-led where speed matters and ops-led where judgment matters. The platform keeps the work transparent end to end.
Tell us the product, the market, the budget band, and the audience seed. 10 minutes, not a sales call.
Brief lands; engine starts scoring against the roster while ops opens a thread for 1–3 follow-ups.
Five consumer agents simulate audience response against your brief. The engine then scores HK / TW / SG creators on fit and surfaces a ranked shortlist with rationale.
Engine returns a ranked shortlist with rationale. Ops reviews edge cases, then releases it to the brand.
Approve a shortlist; we handle outreach, contracts, content review, and posting windows across all three markets.
Contracts dispatched, content rounds tracked, posting windows held by market.
Per-campaign reach, engagement, deliverables, and learnings. Same numbers we use internally to grade the campaign.
Numbers pulled day-by-day. Drop-offs flagged the day they happen, not at the end.
Brand submits product, market, audience seed, and budget band.
Market: HK / TW / SG · Audience: skincare, 18–28
AI consumer agents simulate audience response from the brief.
Projected sentiment: positive · Engagement: high
Engine scores brief against regional audience patterns.
Primary fit: beauty + lifestyle commerce
Creators scored on audience-fit against the simulation result.
Creator A: 92 · Creator B: 87 · Creator C: 84
Ops checks edge cases, contracts, and posting windows.
Contract + posting window checked
Brand reviews shortlist and approves. Ops handles outreach.
Approved creators contacted via unified inbox