TikTok Deep-Dive
TikTok creator analytics. Before you commit.
One viral video can make a creator look like an obvious yes. Ask Otto to look deeper. Get recent post performance, typical views, engagement, and content patterns in one report, so you can judge the account with more than a follower count.
TikTok Deep-Dive example
@techtok.tess
Clear tutorials. A practical voice.
Worth a closer look for tutorial content. Use the 24K median as historical context; the 180K post is an outlier.
A viral peak is useful context. So is knowing what a normal post looks like.
Creator vetting starts with the whole sample
What does an ordinary post look like?
Go beyond the biggest video on a creator’s profile. Otto brings recent public posts and performance into a report that separates typical results from exceptional ones.
A viral post can hide the norm.
Median views · Average views: 54.2K
The average is more than twice the median because one video is much bigger than the others.
- The typical post
- Median views show the middle result in the analyzed sample, with less influence from a single viral hit.
- The peaks around the pattern
- Compare the average, upper range and outliers. See whether a standout video represents the account’s recent work.
- A clear window for comparison
- Review the report’s period and available sample. Compare creators using recent evidence, not just follower counts.
The question before the commitment
Are we looking at a consistent pattern, a few exceptional posts or too little evidence to judge?
TikTok analytics with context
Read the numbers without overreading them.
Put views, engagement and posting patterns in context. The report helps you understand the account before using a headline number to make a hiring decision.
Useful numbers.
The right interpretation.
- Median views Typical
- The middle result in the analyzed sample. Less sensitive to one breakout post than an average.
- 90th-percentile views Upper range
- A historical point near the stronger end of the sample, not a prediction of the next campaign.
- Engagement Response
- Available interaction metrics alongside views. Compare the content and the measurement context.
- Posting activity Cadence
- How often content appeared during the observed window. A quiet week needs context.
- Content next to performance
- Captions, topics and account information give the numbers a useful setting.
- Consistency over a highlight reel
- Look across recent posts and posting activity. Ask how much the larger results differ from the rest.
- A stronger research question
- Use the report to decide what to investigate, then bring the relevant videos and your campaign brief into the evaluation.
A more useful comparison
Compare the observed period, content context and typical results, not only the largest metric.
From account analysis to a considered next step
Know why someone belongs on your shortlist.
Tell Otto which creator you are considering and what you need for the campaign. Explore the recent account report with that decision in mind.
Recent captions and post topics suggest a useful starting point for a hands-on app demonstration.
Use recent median performance as context. Keep the breakout video visible as an exception.
Confirm delivery style, product fit and availability before making a campaign commitment.
- Find the relevant work
- For a productivity app, start with tutorials. For a food brand, look at routines and demonstrations relevant to your brief.
- Look closely at the right videos
- Watch the examples that matter. Use Video Blueprints when you need a detailed visual and spoken breakdown.
- Go into the conversation prepared
- Combine the research with creative fit, availability and agreed terms before committing to the collaboration.
Research before negotiation
Understand the account well enough to ask better questions about the actual collaboration.
From question to outcome
How do you analyze a TikTok creator with Otto?
Share a public TikTok account and the decision you are making. Otto prepares a recent-history analysis, then helps you explore the report.
- 01You
Ask about the creator
Share the TikTok handle and what matters for your campaign.
- 02Otto
Otto reads the account
Collect recent public posts, captions, and available performance metrics.
- 03Otto
Get a comparable report
Review median views, engagement, outliers, and recurring content patterns.
- 04You
Make the call
Use the report alongside your brief, content review, and creator conversation.
Questions worth asking
The report is a starting point. Ask the next question.
Ask Otto to explain an outlier, a metric or the recent content pattern behind the result. Keep the campaign decision in view as you explore the account.
Example conversation · Evaluating a creator for a productivity app
Choose a question
It is worth studying, but it is not representative of this example sample. The median is 24K. Look at the other posts and the content behind the outlier before treating that peak as your campaign expectation.
Example post sample and its median; historical results are not a forecast.It is worth studying, but it is not representative of this example sample. The median is 24K. Look at the other posts and the content behind the outlier before treating that peak as your campaign expectation.
Choose the right workflow
Which TikTok analytics workflow fits the question?
Account research, first-party analytics and video analysis answer different questions. Choose based on what you need to decide.
- Should we investigate this creator?
- Use TikTok Deep-Dive for recent public performance, median views, outliers and content context before a collaboration.
- Who watches my own account?
- Use the platform’s native analytics for the private account and audience information available to the account owner. A public creator report does not replace that access.
- How is this specific video constructed?
- Use Video Blueprints for key visual moments, speech, screen text and timed structure. It complements the account-level performance report.
Found a video worth studying? Explore AI video analysis
A few useful answers
TikTok Deep-Dive FAQ
How do I evaluate a TikTok creator before hiring?
Review recent performance, typical views, outliers, posting patterns and content relevance to your brief. Then watch the relevant videos and confirm availability, rates and deliverables. TikTok Deep-Dive provides the recent public account report, while your creative review and creator conversation complete the evaluation.
Why use median views instead of follower count?
Follower count describes an account’s audience size, while median views describe the middle result among the analyzed posts. Neither is enough alone, but the median helps you understand recent typical performance without allowing one viral post to dominate the number. Use the sample period and content context when interpreting it.
Which TikTok analytics tool should a brand use?
Choose based on the decision. Use native account analytics for private information about an account you own. Use a public creator analysis workflow such as TikTok Deep-Dive to research potential collaborators. Use Video Blueprints when the question is about a specific video’s creative structure rather than account-level performance.
Can I use the report to predict campaign views?
Recent performance provides historical context, not a forecast. Product fit, creative execution, timing and distribution can change the outcome of a future campaign. Use median views, upper-range results and outliers to discuss expectations carefully, rather than promising a specific number of views.
What is TikTok Deep-Dive?
TikTok Deep-Dive analyzes a public creator’s recent posts and available metrics. It summarizes typical views, engagement, outliers, and content patterns to support creator research. The report is designed to help brands assess a creator before committing to a campaign.
Can I analyze a TikTok creator through Ask Otto?
Yes. Give Ask Otto a TikTok handle and ask about the creator. Otto can prepare the analysis and help you explore the findings. The resulting report stays available for follow-up questions, including questions about typical performance and unusually large posts.
How much of a creator’s TikTok history is analyzed?
The standard account analysis covers the last 90 days, up to 200 posts. The report depends on the posts and metrics available from the public account. It is a recent-history assessment, not an exhaustive archive of everything the creator has ever published.
What do median views and p90 views mean?
Median views are the middle value in the analyzed posts, so one viral outlier has less influence than it does on an average. The p90 value is the 90th percentile of historical views in the sample. Neither metric is a prediction or guarantee of your next campaign’s results.
Does TikTok Deep-Dive read audience intent from comments?
The account analysis uses available post metrics, captions, and account information. It does not provide a complete reading of the comment section or prove purchase intent. For a close analysis of a specific video’s creative, use Video Blueprints alongside the creator report.
How is this different from TikTok’s own analytics?
TikTok’s native analytics helps account owners understand their own performance. TikTok Deep-Dive helps brands research public creator accounts before a collaboration. It uses publicly available information and does not give you access to the creator’s private account analytics.
Meet your AI marketing teammate
Get to know the account before the commitment.
Ask Otto about a creator. Bring recent performance and content context into the decision.
