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⚡ 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

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

Input

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.