{"product_id":"collect-tiktok-hashtag-transcripts-with-apify-in-n8n","title":"Collect TikTok Hashtag Transcripts with Apify in n8n","description":"\u003ch3\u003eCollect TikTok Hashtag Transcripts with Apify in n8n—on demand\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow scrapes TikTok videos for any list of hashtags using Apify, downloads each available transcript (WebVTT) via HTTP, filters out empty\/very short results, and outputs the remaining transcripts as a JSON file ready for analysis.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eRun manually on demand\u003c\/strong\u003e when you execute the workflow in n8n.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eLoads your target hashtags\u003c\/strong\u003e from the step titled \u003cem\u003e“Set hashtags to search”\u003c\/em\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eScrapes TikTok by hashtag\u003c\/strong\u003e using Apify’s \u003cstrong\u003eTikTok Scraper Actor\u003c\/strong\u003e (clockworks\/tiktok-scraper), generating metadata that includes subtitle\/transcription links.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eExtracts transcript download URLs\u003c\/strong\u003e from each scraped video’s metadata.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eDownloads each transcript over HTTP\u003c\/strong\u003e as WebVTT files using an \u003cstrong\u003eHTTP Request\u003c\/strong\u003e step.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFilters transcripts\u003c\/strong\u003e to remove content shorter than \u003cstrong\u003e100 characters\u003c\/strong\u003e (including empty transcripts).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eExports results\u003c\/strong\u003e as a downloadable \u003cstrong\u003eJSON\u003c\/strong\u003e file for downstream processing.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eContent research for SaaS operators:\u003c\/strong\u003e analyze how different hashtags communicate themes, hooks, or messaging.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eMarket and trend analysis:\u003c\/strong\u003e pull transcripts for specific hashtag campaigns and compare transcript content over time.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAutomation engineers:\u003c\/strong\u003e build a reliable pipeline from Apify scraping to transcript-ready JSON data.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eData prep for NLP:\u003c\/strong\u003e feed cleaned transcript text into your own transcription analytics or text mining workflows.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eApify integration\u003c\/strong\u003e via the Apify community node (apifyn8n-nodes-apify) using an \u003cstrong\u003eApify OAuth2 credential\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eNodes used:\u003c\/strong\u003e \u003cem\u003eSet\u003c\/em\u003e, \u003cem\u003eFilter\u003c\/em\u003e, \u003cem\u003eSticky Note\u003c\/em\u003e, \u003cem\u003eHTTP Request\u003c\/em\u003e, \u003cem\u003eApify\u003c\/em\u003e, and \u003cem\u003eConvert to File\u003c\/em\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eOutput:\u003c\/strong\u003e transcripts exported as a \u003cstrong\u003eJSON\u003c\/strong\u003e file after filtering.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eSetup checklist\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eSelf-host n8n and install the \u003cstrong\u003eApify community node\u003c\/strong\u003e (Settings → Community Nodes).\u003c\/li\u003e\n  \u003cli\u003eCreate an Apify account and add an \u003cstrong\u003eApify OAuth2 credential\u003c\/strong\u003e in n8n.\u003c\/li\u003e\n  \u003cli\u003eUpdate your hashtag list in \u003cem\u003e“Set hashtags to search”\u003c\/em\u003e.\u003c\/li\u003e\n  \u003cli\u003eRun the workflow and download the JSON output from the final step.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45905415078067,"sku":"N8N-18756","price":18.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/uSdakEAggONetwojNmVoF_hlfepcCK.png?v=1787821369","url":"https:\/\/buyflowscripts.com\/products\/collect-tiktok-hashtag-transcripts-with-apify-in-n8n","provider":"N8N Commerce","version":"1.0","type":"link"}