A 4-step workflow that pulls 200+ real customer reviews from G2/Trustpilot/Capterra/Amazon, has Claude extract the recurring pain points in the customers' own words, then generates 30 short TikTok scripts from those pain points — pick the 8 that hit, ship those.
How a single 5-minute source video becomes 50–80 ad variants per week — the HeyGen pipeline I ran with three clients in 2025, the numbers, the disclosure rules, and where it falls short.
How a three-layer triage (route by intent, flag by risk, escalate only what humans must see) cut human moderation review from 1,400 brand mentions a day to 87 — with the exact prompt, routing table, and tool stack.