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How to Scrape TikTok Videos, Views and Creator Data

Profiles, hashtags or keywords: here is how to pull TikTok videos and their public view counts into one sortable, exportable table.

6 August 20266 min read
A creator's ring light set up for filming
Photo by Nadine E on Unsplash

TikTok moves faster than any other platform, which makes it the best place to spot a trend early and the hardest to study by hand. By the time you have scrolled, screenshotted and noted the view counts on a dozen videos, the feed has moved on and your notes are already stale.

Pulling TikTok as data lets you keep up. You give the tool a profile, a hashtag or a keyword, and it returns the matching videos as rows, each with views, likes, comments, the caption and the creator. Sort by views and the winners are obvious. Here is how to use it and what it is good for.

What you can pull

  • Videos by profile, hashtag or keyword
  • View, like, comment and share counts
  • The caption and hashtags on each video
  • The creator behind every video
  • A link to each original video

Why pull TikTok as data

On TikTok, views are everything, and views are public. When a set of videos is sitting in a table sorted by view count, you can see which idea broke out, read the caption and hook that carried it, and spot the creators who consistently land. Whether you are planning your own content, scouting creators for a campaign or watching competitors, having it as sortable data beats scrolling every time. Trends here have a short shelf life, so the speed of pulling a hundred videos at once is the point.

How to scrape TikTok with Tooltap

The TikTok Data Extractor works three ways: by profile, by hashtag or by keyword.

  1. Choose your input. Enter creator handles to study specific accounts, hashtags to track a topic, or keywords to search across the platform.
  2. Set the number of videos you want back. Start small to check the results, then widen to go deeper.
  3. Run it. Videos come back as a table with views, likes, comments, captions and the creator.
  4. Sort or group. Order by views or likes to rank the content, or group by creator to see who is consistent.
  5. Export. Send it to CSV or push the data onward for analysis or outreach.
Find the format before you film. Pull the top videos for your niche's main hashtags, sort by views, and the winning format, length and hook is right in front of you. It is the cheapest content research you will ever do.

What people use this for

Doing this properly

The tool returns public TikTok videos and their public metrics, the same numbers anyone can see on the platform, structured into a table on your instruction. You are charged only for the results that come back. Keep the data to research and planning, and follow TikTok's terms and any privacy rules that apply to you.

The tool

TikTok Data Extractor

Scrape TikTok videos by profile, hashtag or keyword, views, likes, author and more.

Author username & nicknameCaptionPlays, likes, comments, sharesAuthor avatarVideo URL & date
Open the TikTok Data Extractor
1 credit per result. Your first 100 credits are free, no card needed.

Frequently asked questions

Can I scrape TikTok by hashtag and keyword, not just profiles?

Yes. The tool works three ways: by creator profile, by hashtag or by keyword search, so you can study specific accounts or scan the whole platform for a topic.

What metrics do I get for each video?

Views, likes, comments and shares, plus the caption, the hashtags and the creator, with a link to the original video.

How many videos can I pull at once?

You set the number per input and can add several profiles, hashtags or keywords in one run. Start small, then widen once the output looks right.

Can I track a trend over time?

Yes. Pull the same hashtag or keyword regularly and compare the results to see which formats and creators are gaining momentum.

What does it cost?

One credit per video returned, and you get 100 free credits to start. A run that finds nothing costs nothing.