Medium

TikTok Video Performance Analyzer

Find which TikTok videos work and why. Pull transcripts from winners, compare against underperformers, and get data-backed recommendations.

Works with:

TikTok

Free to start

1,000 credits included

No credit card required

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Setup time

~10 min

Time saved

3-4 hrs/analysis

Difficulty

Medium

Tools

1 connected

How it works

Pull All Posts

Retrieve every recent video from an account with full performance metrics

Rank by Engagement

Sort videos by real engagement rate, not vanity view counts

Extract Transcripts

Pull transcripts from top and bottom performers to compare what works

Surface Patterns

Identify hook formulas, optimal length, and content themes that drive results

Try asking

Analyze our TikTok account and find which videos performed best in the last 30 days Pull transcripts from our top 5 TikTok videos and tell me what hooks they all share Compare our best and worst performing TikTok posts and explain why the winners worked

View the agent prompt

See the full instructions this agent runs on — copy, edit, or customize it

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The Prompt

Task

Use @TikTok/Get User PostsName it "TikTok/Get User Posts" and call it with @TikTok/Get User Posts to pull all recent videos from an account with full metrics. Use @TikTok/Get Post DetailsName it "TikTok/Get Post Details" and call it with @TikTok/Get Post Details for deeper engagement data on top and bottom performers. Use @TikTok/Get TranscriptName it "TikTok/Get Transcript" and call it with @TikTok/Get Transcript to extract spoken content from the best and worst videos to compare hooks, structure, and messaging.

Input

The user provides a TikTok handle or account name.

Example: "Analyze our TikTok account @mybrand" or "What's working and what's not on our TikTok?"

Context

What to Analyze

Engagement rate per video (likes + comments + shares / views)
Performance distribution (top 10%, middle 80%, bottom 10%)
Hook analysis from transcripts of top vs bottom performers
Content format patterns (talking head, tutorial, trend, etc.)
Optimal video length for this account
Posting day/time correlation with engagement

Output

Account Performance Overview: Posts analyzed, avg engagement rate, best/worst posts

Top 5 Posts: With metrics, transcript excerpts, and why they worked

Bottom 3 Posts: With metrics and why they underperformed

Content Patterns That Win: Hook formulas, optimal duration, best themes

Actionable Recommendations: Scripts to replicate, topics to double down on, topics to drop

WHAT ARE YOU WAITING FOR?

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