TikTok Chat Replay Analytics

I run regular TikTok lives and need every comment, like, gift, and emoji automatically captured and stored so I can review how the audience engages once the stream ends.

The core requirement is a reliable chat-replay solution dedicated to TikTok that produces clear interaction analytics: top commenters, peak activity times, engagement totals, and any spikes linked to gifts or keywords. While I don’t need full searchable transcripts right now, the data structure should leave room for that feature later.

I’m open to whatever stack you prefer—Python scripts with the TikTok API, a lightweight Node service, or even a no-code automation that pushes data to Google Sheets—as long as the end result is the same: every live-chat event captured in real time and summarized in an easy-to-read dashboard or report.

Deliverables (acceptance criteria):
• A running solution that automatically logs all TikTok live-chat events.
• A summary report or dashboard highlighting engagement metrics (interaction analytics).
• Clear setup instructions so I can redeploy or hand it to team members.

If you’ve built something similar or know reliable workarounds for TikTok’s API limitations, let’s talk.