Turn a TikTok LIVE replay into a specific next-stream experiment
At a glance
TikTok's US LIVE Diagnostics playbook walks sellers through an AI recap, funnel-step diagnosis, and follow-up prompts that turn session metrics into script, product, and pacing changes. This workflow is listed under builder, tiktok-shop, live-diagnostics, analytics, experiment-design.
The example narrows a funnel change by cohort and authentication path, then correlates analytics, tickets, and deployment history to investigate likely causes.
TikTok's US Seller Center guide documents an agentic assistant that uses shop context to diagnose issues and guide actions, including Shopify products failing to sync.
Google's tutorial builds a conversational analytics agent that discovers BigQuery metadata and generates SQL against the public thelook_ecommerce dataset, using a maintained toolset rather than custom database plumbing.
Product Hunt’s Cronloop lets you describe a recurring job in Markdown, pick Codex or Claude Code, connect tools, and run agents on a loop with durable memory that can self-improve each run.