TikTok Engagement Analysis Prompts
Engagement is a number until you read the comments. These prompts pull whole threads — replies included — alongside the view and like counts, so your assistant can say what people responded to and not just how many did. Replace the bracketed values before sending.
- 01
Engagement rate
Fetch @[creator]’s last 10 TikTok videos and calculate the like-to-view and comment-to-view ratios for each.
- 02
Comment themes
Pull the comments on this TikTok video and group them by theme: [url].
- 03
Reply threads
Get the comments on @[creator]’s most recent TikTok, including replies, and show me which threads went deepest.
- 04
Sentiment read
Fetch the comments on @[brand]’s latest TikTok and summarize the sentiment, quoting representative comments.
- 05
Questions asked
Pull the comments on @[creator]’s recent TikToks and list the questions people keep asking.
- 06
Creator replies
Does @[creator] reply to comments on TikTok? Check their recent videos and see how often they respond.
- 07
Objections
Fetch the comments on @[brand]’s TikTok posts about [product] and pull out the complaints and objections.
- 08
Best vs worst
Compare the comments on @[creator]’s best and worst performing recent TikToks. How do they differ?
- 09
Audience language
Read the comments on @[creator]’s recent TikToks and describe how the audience talks — the words and phrases they use.
- 10
Engagement over time
Fetch @[creator]’s last 30 TikTok videos and tell me whether engagement is trending up or down.
- 11
Comment volume outliers
Which of @[creator]’s recent TikToks got unusually many comments relative to views, and why might that be?
Replace @[username], [topic], and other bracketed placeholders with real values before sending.