TikTok Hashtag Scraper

Extract videos, engagement metrics, and creator data from any public TikTok hashtag — no login or cookies required.

What you get

For every video under a hashtag, the scraper returns a structured record with:

Video metadata

• Video ID and direct video URL
• Caption/description text
• All hashtags attached to the video
• Post timestamp (ISO 8601 and Unix)
• Video duration and cover image URL

Engagement stats

• Play count, like count, comment count, share count, collect count

Creator/author profile

• Username, display name, verified status
• Follower count, total likes received, total video count
• Author profile URL

Music/sound

• Track ID, track title, and artist name

Pagination

• cursor_next token so you can resume from where a previous run left off

Use cases

• Trend research — monitor which videos are gaining traction under a hashtag and spot viral content early
• Influencer discovery — find creators actively posting in a niche before they break out
• Content strategy — analyse top-performing posts in a hashtag to understand what hooks, formats, and audio drive engagement
• Competitor analysis — track how a brand or product hashtag is growing over time
• Market research — measure hashtag volume, view counts, and audience participation across niches
• Social media monitoring — track branded or campaign hashtags and pull structured data into your own dashboard

How to use

1. Enter the hashtag — with or without # (e.g. fyp or #cooking)
2. Set Max Videos — default 100, up to 1,000 per run
3. Run the actor — results appear in the Dataset tab
4. To fetch the next page, copy cursor_next from the output and paste it into Page ID on the next run

Output format

Each record in the dataset:

{
  "videoId": "7380123456789012345",
  "videoUrl": "https://www.tiktok.com/@username/video/7380123456789012345",
  "description": "my video caption #cooking #recipe",
  "hashtags": ["cooking", "recipe"],
  "createdAt": "2024-06-01T14:23:00.000Z",
  "createdAtTimestamp": 1717251780,
  "duration": 32,
  "coverUrl": "https://p16-sign.tiktokcdn-us.com/...",
  "authorId": "6829847123456789",
  "authorUsername": "chefhandle",
  "authorNickname": "Chef Display Name",
  "authorVerified": false,
  "authorFollowerCount": 124500,
  "authorHeartCount": 3200000,
  "authorVideoCount": 312,
  "likeCount": 48200,
  "commentCount": 731,
  "shareCount": 1840,
  "playCount": 980000,
  "collectCount": 5200,
  "musicId": "7312345678901234567",
  "musicTitle": "original sound",
  "musicAuthor": "chefhandle"
}

Pagination

Each run is capped at Max Videos (up to 1,000). For large hashtags, use the pagination token to collect more:

1. Run the actor — when it finishes, cursor_next is saved in the Key-value store under the OUTPUT key
2. Copy the cursor_next value
3. Start a new run with the same hashtag and paste cursor_next into the Page ID field
4. Repeat until cursor_next is null (hashtag fully exhausted)