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TikTok Comment analyzer

Enter a TikTok creator's handle to analyze their comments. This is built on Modash's Raw API; you can use it to fetch on-demand creator data (like comments, content, views, etc.) to use in your products & systems.

How many comments to read
Leo Cooks
@leo.cooks · TikTok · 1.2M followers
Last 12 videos · 9 Sep – 30 Sep 2026 · Quick scan
Comments analyzed
960
Median comments per video
312
Question comments
74 · 7.7%
Thin comments
515 · 53.6%
Purchase intent
41 · 4.3%

Example comments with purchase intent

  • where is that knife from?? need it
    hungryhannah · 28 Sep · View video ↗
  • what pan is that, looks so good
    marco.eats · 25 Sep · View video ↗
  • just ordered the same air fryer lol
    sam_bakes · 21 Sep · View video ↗
  • is the chili oil homemade or which brand?
    priya.cooks · 18 Sep · View video ↗
  • drop the link for the rice cooker pls
    jonnyfood · 14 Sep · View video ↗

Example comments with questions

Build custom comment analyses into your product

Modash's Raw API fetches data for any public Instagram, TikTok or YouTube profile on demand. Common use cases include sentiment analysis, influencer campaign reporting and creator vetting.

Go as far back as you need

Analyze the last 12 videos, or fetch a longer content history as needed. Or, point the API at single post/video URLs instead of a creator profile.

See the whole creator

Fetch a creator's related profiles and run the same analysis across their social media identities. For example, put in an Instagram handle, and check their comments across TikTok and YouTube too.

Bring your own logic

The Raw API returns the raw data. Layer your own code rules or LLM analyses on top to decide what gets categorized, flagged and surfaced as you need.

Request demoView docs

Talk to us to get free testing credits

How this tool works

When you input a TikTok handle, first the tool uses the User Info endpoint to fetch the creator's name, photo and follower count for the results card.

Next, it uses the User Feed endpoint to fetch the last 12 videos. Then, for each video it uses the Comments endpoint to read the comments on it.

Finally, custom code and an AI model run over the raw data to sort out thin comments, genuine questions and buying intent.

  1. 01
    GETUser Info

    Fetches the creator's name, profile photo and follower count for the top of the results card. One request.

  2. 02
    GETUser Feed

    Pulls the creator's latest videos, with captions, dates and comment counts. Old pinned videos are skipped.

  3. 03
    GETComments

    Fetches comments on each of those videos, page by page. Busy videos take more pages, so total requests depend on the volume of comments.

  4. 04
    Comment checks

    Code flags thin comments and spots likely questions. An AI model (Jev) judges which comments show buying intent and which questions are genuine.

See what else you can build with Modash API

This analyzer is one example. The free tools below run on the same API; you can build any of these concepts into your own products.

Explore the APIView docs
TikTok engagement rate calculator

Get any TikTok creator's engagement rate and see how it compares with creators of a similar size.

Influencer Report
Try the free tool →
TikTok average views calculator

See how many views a creator's videos usually get, so a brand can set their expectations before negotiating.

Influencer Report
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TikTok email finder

Find a TikTok creator's business email address, so outreach lands in the right inbox.

Influencer Report
Try the free tool →
Fake follower checker

Check what share of an Instagram creator's followers look like real people. Useful as part of a brand's vetting process.

Influencer Report
Try the free tool →
Influencer search tool

Search creators across Instagram, TikTok and YouTube to find the ones that fit a brand.

Search Influencers
Try the free tool →
Building something else?

Can't see your use case here? Talk to us and we'll tell you whether the Modash API is a good fit.

Request a demo →

Get creator data via API

Modash offers two creator data APIs: Discovery, and Raw. Both are designed for bringing creator data into your products, systems and processes.

Request demoView docs

Talk to us to get free testing credits

Discovery API

Search and filter creators across Instagram, TikTok and YouTube, with audience demographics, credibility and lookalikes.

Explore Discovery API
Raw API

Live profiles, posts, comments and hashtags, fetched on demand when your product needs them.

Explore Raw API

Frequently asked questions