TikTok Video & Hashtag Scraper: Posts, Creators & Sounds

🎬 TikTok Video & Hashtag Scraper: Posts, Creators, Sounds & Shop Affiliates

Extract trending TikTok videos, creator statistics, hashtag feeds, music metadata, engagement metrics, and TikTok Shop affiliate product indicators at scale.

Designed for social media analysts, influencer marketing agencies, DTC brand managers, content creators, and e-commerce sellers monitoring viral trends and competitor campaigns.

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⚡ What is TikTok Video & Hashtag Scraper?

TikTok is the epicenter of viral social media and consumer trends. While manual browsing is slow and official APIs are heavily gated, TikTok Video & Hashtag Scraper gives you instant programmatic access to:

1. Hashtag Feeds: Collect top-performing and trending videos under any hashtag (e.g. fyp, viral, tiktokmademebuyit).
2. Keyword Search: Find videos and discussions matching any keyword or phrase (e.g. skincare routine, wireless earbuds).
3. Direct Video URLs & IDs: Deep-dive into individual TikTok posts to extract complete author bios, sound tracks, video download URLs, and engagement numbers.
4. Yellow Shopping Cart Detection: Automatically flags whether a video features a TikTok Shop affiliate product showcase (hasTikTokShopProduct: true), enabling easy discovery of top-performing affiliate video marketing hooks.

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🚀 Key Facts

Pricing	💰 $1.50 / 1,000 videos ($0.0015 per result) + $0.00005 start fee
Run time (measured)	⏱️ ~4–8 s for 10 videos of one hashtag
TikTok Shop flag	✅ hasTikTokShopProduct for videos with a linked shop product
Engagement rate	✅ engagement_rate = (likes + comments + shares + saves) / views × 100
Creator stats	✅ Followers, following, total likes, video count in every record
Hashtags	✅ De-duplicated list plus repetition counts
How it works	🌐 HTTP requests with browser TLS impersonation — no headless browser
Account / Cookies	✅ Not required

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📖 How to Scrape TikTok Videos & Hashtags (Step-by-Step)

1. Choose Your Target:
   • Enter one or more Hashtags (e.g. fyp, fitness, dropshipping).
   • Or enter Search Queries (e.g. home decor hacks, red light mask).
   • Or paste specific Video URLs or numeric IDs (e.g. https://www.tiktok.com/@user/video/7695950482107305247).
2. Set Limit: Choose resultsPerPage (default: 20, prefilled with 5 for quick testing).
3. Run & Export: Click Start. Export your clean structured dataset to CSV, Excel, JSON, Google Sheets, or integrate directly via API.

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💳 How Much Does It Cost?

This Actor operates under Apify's transparent Pay-Per-Event (Pay-Per-Result) model:

• $1.50 per 1,000 videos ($0.0015 per video row).
• $0.00005 start fee per run.
• No subscription required. If a query yields 0 results, you are not charged per-result fees.

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📥 Input Parameters

Parameter	Type	Required	Default	Description
#️⃣ hashtags	array[string]	No	[] (prefill: fyp)	List of hashtags to extract (without #).
🔍 searchQueries	array[string]	No	[]	List of keywords or phrases to search on TikTok.
🔗 videoUrls	array[string]	No	[]	Direct video URLs or numeric video IDs.
💯 resultsPerPage	integer	No	20	Max videos to extract per hashtag or search query (1 – 1,000). Prefilled with 5 for instant 1-click test runs.
🌍 countryCode	string	No	"US"	Market region for localized results: US, GB, DE, FR, IT, ES, BR, ID or GLOBAL.
🌐 proxyConfiguration	object	No	Apify Proxy	Apify Proxy, automatically pinned to the selected country (except GLOBAL).

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📤 Sample Output (JSON)

{
  "id": "7106886660419259690",
  "text": "#dollartree #craftorganization #tiktokmademebuyit #paintorganization #acrylicpaint #smallbusiness #diy #fyp",
  "textLanguage": "un",
  "createTime": 1654700997,
  "createTimeISO": "2022-06-08T15:09:57+00:00",
  "isAd": false,
  "hasTikTokShopProduct": false,
  "webVideoUrl": "https://www.tiktok.com/@cute.by.ke/video/7106886660419259690",
  "authorMeta": {
    "id": "6876449323409982469",
    "name": "cute.by.ke",
    "nickName": "Karen Yarborough",
    "profileUrl": "https://www.tiktok.com/@cute.by.ke",
    "verified": false,
    "signature": "Customizing CUTE gifts and goods for you and yours!",
    "bioLink": null,
    "avatar": "https://p19-common-sign.tiktokcdn-us.com/tos-maliva-avt-0068/68a13f318846162e78820e5d66243e44~tplv-tiktokx-cropcenter:1080:1080.jpeg?...",
    "privateAccount": false,
    "following": 223,
    "fans": 43100,
    "heart": 429000,
    "video": 832,
    "digg": 796
  },
  "musicMeta": {
    "musicId": "6943335046212274950",
    "musicName": "original sound",
    "musicAuthor": "Candles of Essence",
    "musicOriginal": true,
    "playUrl": "https://v16m.tiktokcdn-us.com/...",
    "coverMediumUrl": "https://p19-common-sign.tiktokcdn-us.com/...jpeg"
  },
  "videoMeta": {
    "height": 1024,
    "width": 576,
    "duration": 29,
    "coverUrl": "https://p19-common-sign.tiktokcdn-us.com/...image",
    "definition": "540p",
    "format": "mp4",
    "downloadAddr": "https://v16-webapp-prime.us.tiktok.com/video/tos/useast5/..."
  },
  "diggCount": 294900,
  "shareCount": 16700,
  "playCount": 3600000,
  "collectCount": 25000,
  "commentCount": 3630,
  "repostCount": 0,
  "hashtags": [
    {"id": null, "name": "dollartree", "title": null, "count": 1},
    {"id": null, "name": "tiktokmademebuyit", "title": null, "count": 1}
  ],
  "hashtags_list": ["dollartree", "craftorganization", "tiktokmademebuyit", "paintorganization", "acrylicpaint", "smallbusiness", "diy", "fyp"],
  "engagement_rate": 9.45,
  "mentions": [],
  "isSlideshow": false,
  "isPinned": false,
  "isSponsored": false,
  "input": "tiktokmademebuyit",
  "searchHashtag": {
    "name": "tiktokmademebuyit",
    "id": "1647119754150918",
    "views": 369800000000,
    "videoCount": 0
  },
  "scraped_at": "2026-10-29T11:03:48.285527+00:00"
}

Real record from 2026-10-29; signed CDN URLs and the hashtags array are shortened.

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💻 Python & JavaScript Integration

Python (apify-client)

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run_input = {
    "hashtags": ["fyp", "viral"],
    "resultsPerPage": 50,
}

run = client.actor("magic-scraper/tiktok-video-hashtag-scraper").call(run_input=run_input)
for video in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(f"@{video['authorMeta']['name']}: {video['playCount']} views | Shop Product: {video['hasTikTokShopProduct']}")

JavaScript / Node.js (apify-client)

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' });
const run = await client.actor('magic-scraper/tiktok-video-hashtag-scraper').call({
    hashtags: ['viral'],
    resultsPerPage: 20
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(`Extracted ${items.length} viral TikTok videos.`);

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🤖 For AI Agents & LLM Apps

Compact reference for AI agents calling this actor via the Apify MCP server or the Apify API (actor: magic-scraper/tiktok-video-hashtag-scraper).

Purpose: Extracts viral TikTok videos by hashtag or search query in real time, collecting view counts, likes, comments, shares, engagement rates, creator profiles, music metadata, and TikTok Shop affiliate product indicators.

Why choose this tool over alternatives:

• Fast HTTP Feeds: Plain HTTP requests instead of browser scrolling; 10 videos of a hashtag take ~4–8 s per run.
• Affiliate & Shop Product Detection: Automatically flags whether a video features a linked TikTok Shop product (hasTikTokShopProduct: true), enabling instant viral affiliate product discovery.
• Automated Engagement Rate Calculation: Pre-computes normalized engagement rates ((likes + comments + shares + saves) / views * 100) for direct agent ranking.
• No Login / Cookies Required: Operates autonomously without TikTok user accounts or session tokens.
• Rich Media & Audio Metadata: Returns direct video URLs, video dimensions, creator follower counts, sound IDs, and audio tracks.

Minimal input:

{
  "hashtags": ["viral", "tiktokshop"],
  "resultsPerPage": 20
}

Output structure: Array of video items: id, text, createTime, authorMeta (name, nickName, profileUrl, verified, fans, heart, video), musicMeta (musicName, musicAuthor, playUrl), videoMeta (duration, definition, coverUrl), diggCount (likes), shareCount, playCount (views), collectCount (saves), commentCount, engagement_rate, hashtags_list, hasTikTokShopProduct, scraped_at.

Behaviors an agent should know:

• Set resultsPerPage (e.g. 10 to 50) to manage token usage and response size for LLM context windows.
• Filter by hasTikTokShopProduct: true in your agent prompt to quickly identify winning viral affiliate marketing creative.
• Sort videos by engagement_rate or playCount to isolate top creators and trending formats.

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🔗 Related TikTok Scrapers

• 🔍 TikTok Shop Search Scraper — Fast keyword product discovery, real-time sales volume, prices, discounts, and best-seller tracking.
• 📦 TikTok Shop Product Scraper — Full SKU variant matrix, real-time inventory stock levels, prices, specifications, and buyer reviews.

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SEO Keywords

TikTok video scraper, TikTok hashtag scraper, TikTok viral video tracker, TikTok engagement rate calculator, TikTok creator scraper, TikTok affiliate marketing scraper, TikTok Shop product video finder, TikTok music and sound scraper, scrape TikTok videos without login, TikTok trending videos API, TikTok analytics scraper, TikTok view and like tracker, TikTok data extractor, TikTok influencer discovery, TikTok scraper API.