Tiktok Video Scraper

Tiktok Video Scraper

Tiktok Video Scraper is a fast, Python‑powered TikTok video extractor that turns public TikTok video URLs into clean, structured metadata at scale. It eliminates manual copy‑paste by transforming any list of TikTok links into analysis‑ready records — perfect for marketers, developers, data analysts, and researchers who need a reliable TikTok scraper for engagement analysis, content tracking, and automated insights at scale. 🚀

What data / output can you get?

Below are real JSON fields the actor saves to the Apify dataset (one record per video). You can export results as JSON, CSV, or Excel.

Data type	Description	Example value
id	TikTok video ID (string)	"7200360993149553925"
text	Video description text	"Behind the scenes at Apify HQ 👀"
createTimeISO	ISO timestamp of publication	"2025-09-23T16:49:52.000Z"
webVideoUrl	Canonical TikTok video URL	"https://www.tiktok.com/@apifyoffice/video/7200360993149553925"
authorMeta.name	Author’s username (uniqueId)	"apifyoffice"
authorMeta.verified	Author verification flag	true
videoMeta.duration	Video duration in seconds	30
musicMeta.musicName	Music title (or "original sound")	"original sound"
playCount	Views	16900000
diggCount	Likes	883800
shareCount	Shares	114800
commentCount	Comments	58800

Bonus fields include locationCreated, authorMeta (profile URL, nickname, avatars, follower stats), musicMeta (IDs, cover art, stream URL), videoMeta (dimensions, covers, subtitles), hashtags (parsed from challenges and text), and flags like isAd, isPinned, isSponsored, and isSlideshow. Exports are available in JSON, CSV, or Excel for flexible integrations.

Key features

• 🧭 Bold related video discovery — Enable “Scrape related videos” to capture similar videos for each seed post. The count is controlled by resultsPerPage, with practical platform limits of ~12–16 related items per video. Ideal for a TikTok trending videos scraper workflow.
• 🧱 Structured nested JSON output — Consistent objects for authorMeta, musicMeta, and videoMeta simplify downstream analytics, modeling, and any TikTok metadata extractor pipeline.
• ⚡ Async & resilient scraping — Built with Python + aiohttp + Playwright, featuring retry logic and network‑aware navigation for robust public-page scraping.
• 📈 Engagement‑ready metrics — Collect playCount, diggCount, shareCount, commentCount, collectCount, and repostCount to benchmark performance and track trends.
• 🔎 Hashtag and sound insights — Extract hashtags from both challenges and caption text, plus detailed music metadata for sound tracking and research.
• 🧩 Integration‑friendly — Access datasets via the Apify API and export to JSON/CSV/Excel for pipelines, dashboards, and BI tools. Great for building a TikTok video scraper API or TikTok scraper Python workflow.
• 🔒 Public‑only, no login required — Scrapes publicly available video pages without authentication.
• 🧰 Developer‑ready — A production‑oriented TikTok data scraper designed for reliability and repeatability in automation pipelines.

How to use Tiktok Video Scraper - step by step

1. Sign up or log in to your Apify account.
2. Open the Tiktok Video Scraper actor from your dashboard.
3. Add input data:
   • Paste one or more TikTok video links into postURLs (e.g., https://www.tiktok.com/@apifyoffice/video/7200360993149553925).
   • Optionally enable scrapeRelatedVideos to include similar videos discovered on TikTok.
   • Set resultsPerPage to control how many related videos to fetch per seed post (note: TikTok typically limits related items to ~12–16).
4. Click Start to run the actor (or trigger via the Apify API for automation).
5. Monitor progress in the console; the actor fetches each public video page and normalizes the metadata.
6. When finished, open the Dataset tab to review results.
7. Export your data in JSON, CSV, or Excel for analysis or ingestion into your systems.
8. Pro tip: Use this as the metadata core for a TikTok bulk video downloader workflow — this actor focuses on metadata extraction; downloading media or attempting to download TikTok videos without watermark is intentionally out of scope.

Use cases

Use case name	Description
Marketing trend analysis	Track engagement (views, likes, comments, shares) to benchmark campaign performance and discover what resonates.
Influencer performance tracking	Monitor creator metrics via authorMeta and engagement fields to evaluate partnerships and spot rising accounts.
Hashtag and sound research	Analyze hashtags and musicMeta to understand which sounds and tags drive reach in your niche.
Competitive monitoring	Collect structured data from competitor posts to inform content strategy and positioning.
Data enrichment for analytics	Feed normalized JSON into your BI stack for dashboards, cohort analysis, and data modeling.
Academic & behavioral research	Study posting cadence, engagement, and content features using timestamps, durations, and metadata.
Automation pipelines (API)	Orchestrate scheduled scrapes and exports using the Apify API for reproducible, code‑driven workflows.

Why choose Tiktok Video Scraper?

Built for precision and scale, this TikTok video scraper emphasizes clean metadata, reliability, and repeatable workflows.

• ✅ Accurate, structured output: Nested authorMeta, musicMeta, and videoMeta objects ready for analysis.
• 🌍 Public, no‑login access: Works on publicly available video pages without authentication complexities.
• 📊 Engagement‑first fields: Captures views, likes, comments, shares, saves, and reposts for performance measurement.
• 🧰 Developer‑friendly: Python stack with Playwright and aiohttp suited to automation and API pipelines (great for a TikTok video scraper Python setup).
• 🚀 Scalable runs: Process many postURLs in a single run; optionally append related videos for discovery.
• 🔁 Resilient by design: Retry logic and network‑idle waits improve extraction success versus brittle browser extensions.
• 🧩 Easy exports & API access: Pull records via the Apify API and export to JSON/CSV/Excel for seamless integration.

Compared to browser extensions or ad‑hoc scripts, this production‑ready TikTok scraper provides consistent structure, better resilience, and platform‑level exports that keep your pipelines stable.

Is it legal / ethical to use Tiktok Video Scraper?

Yes — when used responsibly. This actor collects data from publicly available TikTok video pages and does not access private or authenticated content.

• Only scrape public pages and publicly visible metadata.
• Do not attempt to access private accounts or login‑restricted content.
• Ensure your use complies with applicable regulations (e.g., GDPR, CCPA) and TikTok’s terms.
• Avoid storing sensitive personal data; consult your legal team for edge cases.

Input parameters & output format

Below is a real JSON example you can use to start a run:

{
  "postURLs": [
    "https://www.tiktok.com/@apifyoffice/video/7200360993149553925"
  ],
  "scrapeRelatedVideos": true,
  "resultsPerPage": 12
}

Input fields

• postURLs (array) — Direct URL(s) for scraping specific video(s). Enter URLs one by one or upload/link a text file. Default: —. Required: Yes.
• scrapeRelatedVideos (boolean) — Scrape related videos for each provided post URL. The number scraped is set by resultsPerPage. Default: false. Required: No.
• resultsPerPage (integer) — Number of related videos per post when scrapeRelatedVideos is enabled. Note: TikTok typically limits related items to 12–16 per video. Default: 10. Required: No.

Output format

Each successful item is a normalized JSON object pushed to the dataset. Some entries may be error objects if a URL fails due to a network or page‑load error.

Example success record:

{
  "id": "7200360993149553925",
  "text": "Behind the scenes at Apify HQ 👀",
  "textLanguage": "en",
  "createTime": 1695487792,
  "createTimeISO": "2025-09-23T16:49:52.000Z",
  "locationCreated": "US",
  "isAd": false,
  "authorMeta": {
    "id": "6951234567890123457",
    "name": "apifyoffice",
    "profileUrl": "https://www.tiktok.com/@apifyoffice",
    "nickName": "Apify",
    "verified": true,
    "signature": "Automation for the web",
    "bioLink": null,
    "originalAvatarUrl": "https://p16-sign-va.tiktokcdn.com/…/avatarLarge.jpeg",
    "avatar": "https://p16-sign-va.tiktokcdn.com/…/avatarMedium.jpeg",
    "privateAccount": false,
    "roomId": "",
    "ttSeller": false,
    "followDatasetUrl": null,
    "following": 120,
    "friends": 50,
    "fans": 128450,
    "heart": 3450000,
    "video": 320,
    "digg": 0
  },
  "musicMeta": {
    "musicName": "original sound",
    "musicAuthor": "Apify",
    "musicOriginal": true,
    "playUrl": "https://sf16-ies-music.tiktokcdn.com/…/music.mp3",
    "coverMediumUrl": "https://p16-tiktokcdn-com.akamaized.net/…/cover.jpg",
    "originalCoverMediumUrl": "https://p16-tiktokcdn-com.akamaized.net/…/cover.jpg",
    "musicId": "7159876543210987654"
  },
  "webVideoUrl": "https://www.tiktok.com/@apifyoffice/video/7200360993149553925",
  "mediaUrls": [],
  "commentsDatasetUrl": null,
  "videoMeta": {
    "height": 1024,
    "width": 576,
    "duration": 30,
    "coverUrl": "https://p16-sign-va.tiktokcdn.com/…/cover.jpeg",
    "originalCoverUrl": "https://p16-sign-va.tiktokcdn.com/…/originCover.jpeg",
    "definition": "720p",
    "format": "mp4",
    "subtitleLinks": []
  },
  "diggCount": 883800,
  "shareCount": 114800,
  "playCount": 16900000,
  "collectCount": 4200,
  "commentCount": 58800,
  "repostCount": 120,
  "mentions": [],
  "detailedMentions": [],
  "hashtags": [
    {
      "id": "1234567890",
      "name": "automation",
      "title": "Automation",
      "cover": "https://p16.tiktokcdn.com/…/hashtag.jpg"
    },
    {
      "name": "apify"
    }
  ],
  "effectStickers": [],
  "isSlideshow": false,
  "isPinned": false,
  "isSponsored": false,
  "submittedVideoUrl": "https://www.tiktok.com/@apifyoffice/video/7200360993149553925"
}

Example error record (if a URL fails):

{
  "error": "404, Not Found",
  "url": "https://www.tiktok.com/@missing/video/0000000000000000000"
}

Note: resultsPerPage can be set up to 1,000,000, but TikTok typically returns only ~12–16 related items per video.

FAQ

Is there a free trial or pricing?

Yes. The listing currently offers a flat monthly price of $19.99 with 120 trial minutes included. You can start a run to evaluate fit before upgrading.

Do I need to log in or provide cookies?

No. The actor targets publicly available TikTok video pages and does not require login or cookies.

Can this download TikTok videos or remove watermarks?

No. This is a TikTok video metadata scraper, not a TikTok video downloader. It focuses on structured fields for analysis. You can combine the metadata with your own tooling if you need a TikTok bulk video downloader, but downloading (including attempts to download TikTok videos without watermark) is out of scope.

Can I scrape related videos to a specific post?

Yes. Enable scrapeRelatedVideos and set resultsPerPage to collect related items per seed post. Platform limits mean you’ll typically see ~12–16 related videos per seed.

What types of data does it return?

It returns rich metadata including id, text, createTime and createTimeISO, authorMeta (username, avatar, verification, follower stats), musicMeta (title, author, IDs, covers), videoMeta (duration, dimensions, covers, subtitles), and engagement metrics such as playCount, diggCount, shareCount, commentCount, collectCount, and repostCount, plus hashtags and flags (isAd, isPinned, isSponsored, isSlideshow).

Does it scrape comments?

No. Comments are not collected by this actor. The output includes commentsDatasetUrl set to null to make this explicit.

How many videos can I scrape in one run?

You can pass many postURLs in a single run. For related videos, resultsPerPage controls the target count per seed, but TikTok typically provides only ~12–16 related items. Overall scale depends on your input size and runtime constraints.

Is it suitable for developers and API workflows?

Yes. Runs on Apify with dataset exports and API access, and the codebase is Python with Playwright and aiohttp. It’s a solid foundation for a TikTok video scraper API or a TikTok video scraper Python pipeline.

Closing CTA / Final thoughts

Tiktok Video Scraper is built to turn public TikTok video URLs into structured, analysis‑ready records with speed and reliability. With rich engagement metrics, nested author/music/video metadata, and optional related video discovery, it serves marketers, developers, analysts, and researchers alike. Use the Apify API to automate your TikTok data flows, export to CSV/JSON/Excel for dashboards, or integrate it as the backbone of a broader TikTok data pipeline. Start extracting smarter TikTok insights today.