TikTok Profile Scraper - Videos, Followers & Hashtag Views

This TikTok profile scraper reads public TikTok accounts and every video on them: followers, likes and video count per account, then one row per video with views, likes, comments, shares, caption, hashtags, sound and posting date. Built for creator research, campaign tracking and competitor monitoring.

Three things in one Actor, and you pick by what you fill in.

Accounts. Paste handles or profile links and get the account's followers, likes and video count, then one row per video with views, likes, comments, shares, caption, hashtags, sound and posting date.

Single videos. Paste video links or bare video ids to read just those.

Hashtags. Paste tags to get how many videos carry them and how many views those have between them.

On top of that it can list the videos TikTok shows as related to a video you give it, and pull from the public Explore feed.

No API key, no login, no browser.

How to use the TikTok profile scraper

1. Paste one or more TikTok handles or profile links into TikTok accounts.
2. Set Maximum videos per account (default 50), or 0 for account details only.
3. Optionally add single video links, hashtags or related-video seeds.
4. Start the run. Video and hashtag rows land in the dataset; the per-account details and the run totals land in the summary record, and anything that could not be read lands in the errors record.

The same input works through the Apify API, so a scheduled run or a script call gets exactly the same rows as a run from the Console.

Input

Field	Name in the API	Default	What it does
TikTok accounts	profiles	— (prefill @nasa and one profile link)	Handles or profile links, one per line
Maximum videos per account	max_videos	50	Videos per account, newest first; 0 reads only the account
Maximum accounts	max_accounts	25	Stop after this many accounts, counted after duplicates are removed
Single videos	video_urls	empty	Video links or bare video ids, read one by one
Hashtags	hashtags	empty	#tag, tag or a /tag/ link; returns reach figures
Related videos	related_to	empty	Seed video links or ids; about 16 related videos per seed
Explore feed videos	explore	0	How many videos to pull from the public Explore feed; 0 disables it
Explore category	explore_category	"0"	Optional Explore category id; 0 is the default mixed feed

A full input that uses every option looks like this:

{
  "profiles": ["@nasa", "https://www.tiktok.com/@nasa?refer=embed"],
  "max_videos": 40,
  "max_accounts": 1,
  "video_urls": ["https://www.tiktok.com/@nasa/video/7682928988821490974"],
  "hashtags": ["https://www.tiktok.com/tag/olemiss"],
  "related_to": ["7682928988821490974"],
  "explore": 5,
  "explore_category": "0"
}

Paste the link however you copied it

A TikTok link copied from a video embedded on another site comes with a tail of tracking:

https://www.tiktok.com/@that.sara.with.no.h?referer_url=www.ladbible.com%2F
&refer=embed&embed_source=121374463%2C121468991%2C121439635…
&referer_video_id=7682928988821490974

That works as it is. So does @handle, a bare handle, and a link to a single video. Everything after the account name is dropped, so the same account pasted four different ways is read once, not four times.

Filters and scale

• TikTok accounts — handles or links, one per line
• Maximum videos per account — the feed returns 35 per request, so this rounds up to whole requests and is the ceiling on both time and cost
• Maximum accounts — applied after duplicates are removed

Two accounts and 73 videos took under thirteen seconds in testing. Videos come back newest first and paging is handled inside the run.

Output: what the TikTok profile scraper returns

What you get per video

• play_count, like_count, comment_count, share_count, collect_count
• description (the caption) and hashtags pulled out of it separately
• created_at as a UTC timestamp, and duration_seconds
• music_title, music_author and music_id — which sound the post used
• cover_url, width, height, is_ad
• handle, nickname, account_id and follower_count on every row
• video_id, url, position and record_type (video)

That last point matters more than it looks. Running twenty accounts gives you one table you can group and sort directly, instead of rows that have to be joined back to an account list first.

Each row also carries the same numbers under cross-platform names (post_id, post_url, author_handle, author_id, text, posted_at, views, likes, comments_count, shares, hashtags_normalized, platform, fetched_at), so TikTok rows line up with rows from our other social media scrapers without renaming columns. Related videos also carry seed_video_id, the video they were found from.

A real video row, from a run on 2 October 2026 (cover link shortened):

{
  "video_id": "7665075736742530317",
  "url": "https://www.tiktok.com/@nasa/video/7665075736742530317",
  "description": "Something big just landed on TikTok.",
  "created_at": "2026-07-21T20:09:02Z",
  "play_count": 1500000,
  "like_count": 97500,
  "comment_count": 2886,
  "share_count": 3171,
  "collect_count": 7192,
  "duration_seconds": 25,
  "width": 720,
  "height": 1280,
  "cover_url": "https://p16-common-sign.tiktokcdn-us.com/tos-useast5-p-0068-tx/oAUhkWfCZC7g6ALj2HZgOeELFvIrALeFYOoGI4~tplv-tiktokx-origin.image?…",
  "hashtags": null,
  "music_title": "original sound",
  "music_author": "NASA",
  "music_id": "7665075815390645006",
  "is_ad": false,
  "account_id": "7664638705177150477",
  "handle": "nasa",
  "nickname": "NASA",
  "follower_count": 1900000,
  "position": 1,
  "record_type": "video",
  "post_id": "7665075736742530317",
  "author_handle": "nasa",
  "views": 1500000,
  "likes": 97500,
  "comments_count": 2886,
  "shares": 3171,
  "posted_at": "2026-07-21T20:09:02Z",
  "platform": "tiktok",
  "fetched_at": "2026-10-02T15:29:43.482Z"
}

What you get per account

Followers, following, total likes and video count, plus the bio, verified flag, whether the account is private, and the avatar. These are reported in the run summary for every account read, and the identity fields ride along on each video row.

From the same day, the summary entry for @nasa: follower_count 1,900,000, following_count 23, like_count 10,100,000, video_count 51, verified true, private_account false, bio "Making the seemingly impossible, possible.✨".

Set Maximum videos per account to 0 to read only the accounts and skip videos entirely. That is the cheap way to track follower counts over time.

Single videos, by link or by id

Paste a video link and only that video is read. The handle in the link is ignored, because /@x/video/<id> serves the same page as the real one: the id is what resolves. So a link with a stale handle still works, and the same video pasted twice is read once.

A single-video row carries everything an account's video row does, plus the author's follower count at the moment of the run, which is what makes a one-off link worth reading on its own.

Hashtags: reach figures, and only reach figures

Paste #olemiss, olemiss or a /tag/ link and you get the hashtag's id, how many videos carry it and how many views they have between them. Measured live: #olemiss, 240,700 videos, 3.44 billion views; #hottytoddy, 45,241 videos, 499 million views. A month later, on 2 October 2026, the same tags stood at 258,988 videos and 3.79 billion views, and 49,941 videos and 531 million views.

A real hashtag row from that run:

{
  "hashtag_id": "72512",
  "hashtag": "olemiss",
  "url": "https://www.tiktok.com/tag/olemiss",
  "description": null,
  "video_count": 258988,
  "view_count": 3787755695,
  "is_commerce": false,
  "record_type": "hashtag",
  "topic": "olemiss",
  "post_count": 258988,
  "position": 2
}

What you do not get is the tag's video list. TikTok does not serve it: the endpoint that would list them answers with zero items, to every client tried. Rather than return an empty video list that reads as an empty hashtag, the run returns the counts and reports hashtagVideosAvailable: false.

If you want videos for a topic, the way that works is to read the accounts that post about it and filter their captions on the tag, which the hashtags field on every video row supports directly.

Related videos and the Explore feed

Related videos (related_to) takes video links or ids and returns the videos TikTok lists next to each one, about 16 per seed, each a full video row with its own author and stats plus seed_video_id.

Explore (explore) pulls videos from TikTok's public discover feed. It is best effort: TikTok often serves this feed empty to anyone who is not signed in. When it does, the run says so in errors and you pay nothing for it.

Two counts that will not always match, on purpose

An account's profile states how many videos it has. The feed hands over what it is willing to serve, and those are not always the same number: restricted, region-limited and recently removed posts are counted but not served.

Rather than smooth that over, the run summary reports all of it:

• videosClaimedByProfiles — what the profiles say they hold
• videosReturned — what actually came back
• maxVideosPerAccount and cappedByMaxVideos — so you can tell your own limit apart from a restriction
• accountsThatServedNoVideos — accounts that claim videos and served none

Asking for 40 videos from an account holding 47 is not a restriction, and without the cap in the summary those two cases look identical.

The summary also holds accountsRequested, accountsRead, totalPlays, totalLikes, accounts (the per-account details above), fetchedInSeconds and errorCount. A run without accounts, only single videos, hashtags, related videos or Explore, reports videosRequested, videosReturned, hashtagsRequested, hashtagsReturned, hashtagVideosAvailable, relatedRequested, relatedReturned, exploreRequested and exploreReturned instead.

Empty is never assumed

The video feed is the kind of endpoint that answers awkward requests with a success and nothing in it. This Actor treats a body with nothing in it as a failure to be retried and reported, never as an account with no videos. A genuinely empty account is reported as exactly that, separately.

The same applies to individual numbers: a missing view count comes back empty rather than as 0, because zero views is a real and different thing from a count that was not published.

What people use this for

Creator research. Follower count next to per-video engagement is what separates an account with reach from an account with an audience. The gap between plays and likes across an account's recent posts says more than any follower number.

Campaign tracking. Run the accounts in a campaign on a schedule and keep the rows. Because created_at and every count are on each row, growth per post over time falls out of the table without extra work.

Follower count tracking. A run with Maximum videos per account set to 0 is a bulk TikTok follower count checker: twenty-five accounts, one run, the follower, like and video count of each, for the price of the run start.

Sound and hashtag trends. music_id and hashtags across many accounts show what is spreading and how fast, which is the input to deciding what to post.

Competitive monitoring. The same shape of data for your accounts and somebody else's, in one table, with the account on every row.

How this TikTok scraper compares

	This Actor	TikTok's own analytics	Follower count websites	Other Store scrapers
Any public account, not just your own	yes	no	yes	yes
Per-video views, likes, comments, shares, saves	yes	your own only	no	yes
Account on every video row	yes	n/a	n/a	varies
Hashtag view totals	yes	no	no	separate Actor
Bulk and scheduled through an API	yes	no	no	yes
Price	$0.002 per run + $0.0015 per row	free	free	see below

Measured on the Apify Store on 2 October 2026: clockworks/tiktok-profile-scraper charges $0.003 per result on the free plan (lower on paid plans), clockworks/tiktok-scraper $0.0037. This Actor charges one rate for every user and keeps the account details, the hashtag lookups and the single-video reads in the same run.

What this does not cover

Videos are read from the account's own feed, so this returns what an account posted, not what it was tagged in, and not its liked or saved posts. Comments are counted but not fetched: a post with 146 comments gives you the number, not the 146 texts.

There is no keyword search, and that is not a gap in this Actor. TikTok's search endpoint answers with Please login your account first, so nobody reads it without an account. Accounts, videos and hashtags are what is available without one.

Sounds are identified rather than downloaded. music_id is stable across posts, which is what makes it useful for tracking a sound's spread, but the audio itself is not part of the output. Videos are not downloaded either: you get the link and the cover image.

Pricing

Pay per event, nothing else:

• Actor run started — $0.002, once per run
• Video returned — $0.0015 per row in the dataset (a video row, or a hashtag row)

A run that reads 50 videos from one account costs $0.002 + 50 × $0.0015 = $0.077. A run with max_videos at 0 writes no rows and costs only the $0.002 start fee, however many accounts it reads. Accounts that do not exist, videos that are gone and an empty Explore feed produce no rows and are not charged.

On the free Apify plan a run returns at most 10 rows; paid plans have no cap.

FAQ

Do I need a TikTok account, cookies or an API key? No. Only public data is read, and nothing you enter is used to sign in anywhere.

Can I scrape private TikTok accounts? No. Only public accounts can be read. A private account is reported with its profile details and no videos, which is the honest answer rather than an empty result.

How do I check the follower count of many TikTok accounts at once? Paste the handles, set Maximum videos per account to 0 and run. The summary record lists every account with its follower, following, like and video count.

Why did I get fewer videos than the profile says it has? The profile counts restricted, region-limited and removed posts that the feed does not serve. Compare videosClaimedByProfiles, videosReturned and cappedByMaxVideos in the summary to see which it was.

Can I get the videos for a hashtag? Not directly: TikTok does not serve a hashtag's video list without a login. You get the hashtag's video count and view total, and you can filter account videos on the hashtags field.

What happens with a handle that does not exist? The run still succeeds. The handle is listed by name in the errors record, it produces no rows and it is not charged.

Can I call this TikTok profile scraper from my own code? Yes. Start it through the Apify API with the same JSON input as above and read the dataset when it finishes, or schedule it in the Console.

Notes

Counts are live and move constantly on popular posts; a run is a snapshot, which is why the posting date is on every row.

An account that does not exist is reported by name, so a run of fifty tells you exactly which handle was wrong rather than silently returning fewer rows.