{"product_id":"youtube-breakout-alerts-in-n8n-deepseek-telegram-digest","title":"YouTube Breakout Alerts in n8n: DeepSeek + Telegram Digest","description":"\u003ch3\u003eYouTube Breakout Alerts—Automatic Trending + DeepSeek Scoring in n8n (Sent to Telegram)\u003c\/h3\u003e\n\u003cp\u003eTurn YouTube volatility into actionable insights. This n8n workflow runs daily, pulls trending and keyword-matched YouTube videos from the last 24 hours, scores their breakout potential using \u003cstrong\u003eDeepSeek\u003c\/strong\u003e, and delivers \u003cstrong\u003ealerts and a ranked digest\u003c\/strong\u003e directly to \u003cstrong\u003eTelegram\u003c\/strong\u003e.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eRuns on a daily schedule\u003c\/strong\u003e at \u003cstrong\u003e08:00\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFetches YouTube “most popular”\u003c\/strong\u003e for your configured region and performs \u003cstrong\u003ekeyword-based searches\u003c\/strong\u003e for your niche within the \u003cstrong\u003elast 24 hours\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eHydrates search results\u003c\/strong\u003e with video statistics via the \u003cstrong\u003eYouTube Data API v3\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eMerges and deduplicates\u003c\/strong\u003e both result sets by \u003cstrong\u003evideo ID\u003c\/strong\u003e, then calculates momentum metrics (including \u003cstrong\u003eviews per hour\u003c\/strong\u003e and an \u003cstrong\u003eengagement rate\u003c\/strong\u003e) plus a deterministic base score.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAvoids repeat alerts\u003c\/strong\u003e by checking an \u003cstrong\u003en8n Data Table\u003c\/strong\u003e (skips already recorded videos) and \u003cstrong\u003eupserts new videos\u003c\/strong\u003e as “seen”.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eScores breakout potential with DeepSeek\u003c\/strong\u003e and generates an LLM breakout score + reason; if DeepSeek fails, it \u003cstrong\u003efalls back to the deterministic score\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTelegram delivery logic:\u003c\/strong\u003e\n    \u003cul\u003e\n      \u003cli\u003eImmediately sends \u003cstrong\u003ealert messages\u003c\/strong\u003e for videos at or above the alert threshold.\u003c\/li\u003e\n      \u003cli\u003eAggregates mid-range videos into a \u003cstrong\u003eranked daily digest\u003c\/strong\u003e while ignoring anything below the digest threshold.\u003c\/li\u003e\n    \u003c\/ul\u003e\n  \u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eMonitor \u003cstrong\u003eYouTube breakout\u003c\/strong\u003e opportunities for a content niche (marketing, product, creator research).\u003c\/li\u003e\n  \u003cli\u003eSend your team daily \u003cstrong\u003eTelegram alerts\u003c\/strong\u003e with LLM-assisted reasoning and ranked candidates.\u003c\/li\u003e\n  \u003cli\u003eTrack early momentum using \u003cstrong\u003eviews per hour\u003c\/strong\u003e and engagement to spot rising videos faster than manual browsing.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eYouTube Data API v3\u003c\/strong\u003e via n8n HTTP Query Auth credential (parameter name \u003ccode\u003ekey\u003c\/code\u003e)\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eDeepSeek API\u003c\/strong\u003e for LLM breakout scoring (with deterministic fallback)\u003c\/li\u003e\n  \u003cli\u003en8n nodes\/logic: \u003cstrong\u003eset, code, no op, switch, telegram, aggregate\u003c\/strong\u003e\n\u003c\/li\u003e\n  \u003cli\u003eDeduplication and state: \u003cstrong\u003en8n Data Table\u003c\/strong\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":46289334403251,"sku":"N8N-21380","price":43.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/nGasETx26zra8QD_YUnu2_48xTiPGQ.png?v=1793007019","url":"https:\/\/buyflowscripts.com\/products\/youtube-breakout-alerts-in-n8n-deepseek-telegram-digest","provider":"N8N Commerce","version":"1.0","type":"link"}