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zero2first

Swan AI

THIN

3-person team, $0 CAC, ~$1M ARR — a Claude-driven LinkedIn content engine

data verified 2026-09-17 · source list at bottom

Evidence level: THIN

Single source: The Edward Show founder interview (Amos Bar-Joseph). No revenue docs, no third-party corroboration — included because the $0 CAC + agentic content workflow is a representative 2025–2026 play, but treat every number as single-source.

The Swan AI breakdown — members only

The 5 verified fields — startup cost, launch channel, GEO & AI visibility, first paying customer, 30-day playbook — plus verified metrics, controversy notes, and 2026 status.

startup_cost · launch_channel · geo_ai_visibility · first_customer · playbook_30day

Sources & verification

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