Johnsmith.ai: Secured 300+ KA Brands in

China · AI / LLM · Founder Journeys

Johnsmith.ai: Secured 300+ KA Brands in China · AI / LLM · Founder Journeys 01 / 发家路径 02 / 失败与拐点 03 / 关键数据 起步 探索 增长 PMF Vali… · 2024 · 发家路径 › 起步 PMF Vali… 2024 Startup · 2023 · 发家路径 › 探索 Startup 2023 Turning … · 2023 · 发家路径 › 增长 Turning … 2023 核心数据 · Years in O… · 关键数据 › 起步 核心数据 Years in O… Legend User UI Agent logic Policy Tool action Context / trace

失败与踩坑

  • • Early generic digital humans suffered fr…
  • • Widespread exploitation and churn scams …
  • • Deep customization models involved long …
  • • With client growth
  • • Some brands' digital human live-streamin…

关键成功要素

  • • Chose direct KA brand engagement over re…
  • • Replaced generic digital human templates…
  • • Productized operational experience into …
  • • Leveraged the Alibaba Cloud Innovation C…
  • • Used verifiable GMV rather than conceptu…

经验教训

  • • Digital humans cannot simply replace hum…
  • • Brands increasingly focus on verifiable …
  • • The most expensive cost in the agency bu…
  • • The ceiling of the deep customization mo…
  • • Platform compliance policy is the bigges…