⚡ TikTok Hashtag Scraper — Videos by Hashtag (No Login, No API Key)

Pull every video under any TikTok hashtag — no login, no API key, no proxy. Feed it hashtags (with or without #) or /tag/ URLs and get back each video with views, likes, comments, shares, saves, video & cover URLs, music/sound, author and timestamps. Export to JSON, CSV or Excel, call it from the API, or have results delivered straight to Notion. Just $0.25 per 1,000 results.

No account. No signing keys. No msToken to paste. Paste a hashtag and run.

Why this scraper wins

• 🔓 Keyless, sign-free, proxy-free — no login, no API key, no signing keys, and no proxy needed. It just works.
• 🛡️ Beats TikTok's IP blocking — sources data through infrastructure TikTok trusts, so you always get the real numbers instead of a flagged-IP decoy.
• 💸 Cheaper, pay-per-result — $0.25 / 1,000 results, billed only for videos actually returned. Empty/failed runs cost nothing.
• 🧹 Clean, flat records — one tidy object per video, ready for sheets, dashboards or LLM pipelines.
• 📬 Built-in Notion delivery — push every run into Notion via Apify connectors, zero extra code.
• 🚦 Honest errors — a clear errorCode row (BLOCKED, RATE_LIMITED, NO_RESULTS) when something goes wrong, instead of silent emptiness.

What you can scrape

Mode	Input	Returns
Hashtag	hashtags (e.g. cats, #spacex)	Videos under each hashtag
Tag URL	a /tag/ URL in startUrls	Videos under that hashtag

Want profiles, search and single videos too? Use the all-in-one TikTok Scraper.

Input

Field	Type	Description
hashtags	array	Hashtags (with or without #) to pull videos from.
startUrls	array	Or paste TikTok /tag/ URLs, e.g. https://www.tiktok.com/tag/cats.
resultsPerPage	integer	Max videos per hashtag (1–2000, default 50). Charged per result.
proxyConfiguration	object	Optional — this scraper needs no proxy.
notionConnector	string	Optional Notion connector ID for delivery via Apify MCP connectors.
notionParentId	string	Optional Notion database/data-source id.

Output (one record per video)

{
  "ok": true,
  "type": "video",
  "id": "7300000000000000000",
  "webVideoUrl": "https://www.tiktok.com/@catlover/video/7300000000000000000",
  "text": "best nap ever 😴 #cats #catsoftiktok",
  "createTime": "2024-06-12T14:00:00.000Z",
  "hashtags": ["cats", "catsoftiktok"],
  "region": "US",
  "playCount": 2400000,
  "diggCount": 318000,
  "commentCount": 4200,
  "shareCount": 9100,
  "collectCount": 15000,
  "downloadCount": 800,
  "isAd": false,
  "video": {
    "duration": 23,
    "cover": "https://...jpg",
    "dynamicCover": "https://...webp",
    "playAddr": "https://...mp4",
    "downloadAddr": "https://...mp4"
  },
  "music": { "id": "...", "title": "original sound", "authorName": "catlover", "original": true, "duration": 23 },
  "author": { "id": "...", "uniqueId": "catlover", "nickname": "Cat Lover", "avatar": "https://...jpg" }
}

Pricing

$0.25 per 1,000 results (pay-per-result). You are only charged for videos actually returned — empty or failed runs cost nothing.

FAQ

Do I need a TikTok account? No. Public hashtag pages work fully keyless.

Do I need a proxy? No. This scraper needs no proxy at all — that's a key advantage. It works from any IP.

How many videos can I get per hashtag? Up to 2,000 per hashtag via resultsPerPage; the default is 50.

How does it beat TikTok's blocking? TikTok serves flagged IPs a fake decoy page with bogus numbers. This scraper sources data through infrastructure TikTok trusts, so you always get the real counts.

It returned an errorCode row — why? That's the actor telling you exactly what happened (BLOCKED, RATE_LIMITED, NO_RESULTS) instead of failing silently.