TikTok Hashtag Scraper

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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)

Related TikTok actors

Part of a complete TikTok toolkit — explore the rest of the suite:

• TikTok User Scraper — Profile data — followers, stats, bio, metadata
• TikTok Video Scraper — Video data by URL — stats, music, download links
• TikTok Comments Scraper — Comments and nested replies from any video
• TikTok Following Scraper — Full following list of any public profile
• TikTok MCP Server — All TikTok tools for AI agents via MCP