{"product_id":"empiriolabs-ai-weekly-research-briefs-to-slack-n8n-data-table","title":"EmpirioLabs AI Weekly Research Briefs to Slack (n8n Data Table)","description":"\u003ch3\u003eEmpirioLabs AI weekly research, automatically delivered to Slack—without repeating sources\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow runs every Monday to research configured topics with \u003cstrong\u003eEmpirioLabs AI\u003c\/strong\u003e, converts the results into sourced findings, posts a polished weekly brief to \u003cstrong\u003eSlack\u003c\/strong\u003e, and tracks previously shared links in an \u003cstrong\u003en8n Data Table\u003c\/strong\u003e so you don’t get duplicate references.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSchedules a weekly run\u003c\/strong\u003e every Monday at \u003cstrong\u003e8:00\u003c\/strong\u003e using a schedule trigger.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eLoads brief settings\u003c\/strong\u003e, ensures an \u003cstrong\u003en8n Data Table\u003c\/strong\u003e exists, and fetches all source URLs posted in earlier briefs.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eResearches each topic\u003c\/strong\u003e by splitting your topic list into one item per topic and asking EmpirioLabs AI to find recent developments.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eStructures sourced findings\u003c\/strong\u003e by converting each research answer into a JSON list (headline, short summary, and source URL).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eValidates and deduplicates\u003c\/strong\u003e: only keeps URLs that appear in the research answer, removes any links already posted in previous weeks, and tags topics as having new findings, repeats, no sourced findings, or failed research.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eGenerates a Slack-ready brief\u003c\/strong\u003e grouped by topic, including an “\u003cstrong\u003eIn short\u003c\/strong\u003e” summary created with EmpirioLabs AI when there are new links.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003ePosts to Slack\u003c\/strong\u003e and saves every newly posted source URL into the \u003cstrong\u003en8n Data Table\u003c\/strong\u003e for future runs.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eSaaS teams that want a consistent \u003cstrong\u003eweekly AI\/industry update\u003c\/strong\u003e in Slack with tracked sources\u003c\/li\u003e\n  \u003cli\u003eAutomation engineers maintaining \u003cstrong\u003einformation-digest workflows\u003c\/strong\u003e that avoid duplicate citations\u003c\/li\u003e\n  \u003cli\u003eOperators researching product, competitor, or market changes and sharing them with a clear “In short” summary\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eEmpirioLabs AI\u003c\/strong\u003e via the community node \u003cstrong\u003e(n8n-nodes-empiriolabs)\u003c\/strong\u003e with API key credentials\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSlack\u003c\/strong\u003e integration for publishing the weekly brief to your chosen channel\u003c\/li\u003e\n  \u003cli\u003eLogic and workflow components: \u003cstrong\u003eif\u003c\/strong\u003e, \u003cstrong\u003eset\u003c\/strong\u003e, \u003cstrong\u003ecode\u003c\/strong\u003e, \u003cstrong\u003edata table\u003c\/strong\u003e, and \u003cstrong\u003esticky note\u003c\/strong\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eResult:\u003c\/strong\u003e a reliable n8n automation workflow that turns research into a sourced Slack brief—every Monday—while preventing repeated links.\u003c\/p\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":46359754768563,"sku":"N8N-22193","price":26.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/28xaKYmEY9iKwigcDYjd5_fIgjwXXt.png?v=1793697139","url":"https:\/\/buyflowscripts.com\/products\/empiriolabs-ai-weekly-research-briefs-to-slack-n8n-data-table","provider":"N8N Commerce","version":"1.0","type":"link"}