{"product_id":"ai-automation-opportunity-scoring-engine-webhook-n8n","title":"AI Automation Opportunity Scoring Engine + Webhook (n8n)","description":"\u003ch3\u003ePrioritise AI + automation opportunities instantly—with an AI Automation Opportunity Scoring Engine and webhook for n8n\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow ingests opportunity assessment data (manually or via a POST webhook), deterministically scores and ranks each item, applies delivery “wave” guardrails, and returns both structured JSON and a Markdown prioritisation report.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cp\u003eThe workflow runs in two ways:\u003c\/p\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eManual run\u003c\/strong\u003e: start the workflow in n8n to review example opportunity data and expected output.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eWebhook run\u003c\/strong\u003e: accept a POST request on \u003cstrong\u003e\/prioritise-ai-automation-opportunities\u003c\/strong\u003e to prioritise opportunities in real time.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eOnce triggered, it:\u003c\/p\u003e\n\u003cul\u003e\n  \u003cli\u003eNormalises the incoming payload into an array of opportunity objects and flags invalid or missing input.\u003c\/li\u003e\n  \u003cli\u003eValidates each opportunity contains a \u003cstrong\u003ename\u003c\/strong\u003e and \u003cstrong\u003e1–5 scores\u003c\/strong\u003e for: business value, frequency, manual effort, process clarity, data readiness, ownership, delivery effort, and risk.\u003c\/li\u003e\n  \u003cli\u003eCalculates subscores (including \u003cstrong\u003evalue, readiness, and friction\u003c\/strong\u003e) and combines them into a \u003cstrong\u003e0–100 priority score\u003c\/strong\u003e using a weighted formula.\u003c\/li\u003e\n  \u003cli\u003eApplies a guardrail: work with \u003cstrong\u003elow process clarity\u003c\/strong\u003e or \u003cstrong\u003eno owner\u003c\/strong\u003e is forced into \u003cstrong\u003e“Foundation first”\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003eSorts valid opportunities into a ranked backlog and assigns a recommended delivery wave:\n    \u003cul\u003e\n      \u003cli\u003e\n\u003cstrong\u003eWave 1\u003c\/strong\u003e: Pilot\u003c\/li\u003e\n      \u003cli\u003e\n\u003cstrong\u003eWave 2\u003c\/strong\u003e: Prepare, Discover \/ design, or Foundation first\u003c\/li\u003e\n    \u003c\/ul\u003e\n  \u003c\/li\u003e\n  \u003cli\u003eGenerates a \u003cstrong\u003eMarkdown report\u003c\/strong\u003e (portfolio summary, ranked table, scoring method) and returns JSON to the webhook caller.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eTurn stakeholder assessments into a ranked AI automation backlog for your SaaS operations team.\u003c\/li\u003e\n  \u003cli\u003eRun repeatable prioritisation for quarterly discovery: pipeline planning, wave assignment, and guardrails.\u003c\/li\u003e\n  \u003cli\u003eIntegrate with internal tooling by POSTing opportunity data to \u003cstrong\u003e\/prioritise-ai-automation-opportunities\u003c\/strong\u003e and consuming the JSON response.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details (n8n)\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eUses nodes including \u003cstrong\u003ewebhook\u003c\/strong\u003e, \u003cstrong\u003eif\u003c\/strong\u003e, \u003cstrong\u003eset\u003c\/strong\u003e, \u003cstrong\u003ecode\u003c\/strong\u003e, and \u003cstrong\u003eno op\u003c\/strong\u003e (plus a \u003cstrong\u003esticky note\u003c\/strong\u003e for workflow clarity).\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eIdeal for n8n users, automation engineers, and SaaS operators who want SEO-friendly, structured \u003cstrong\u003eAI automation opportunity scoring\u003c\/strong\u003e with deterministic ranking and delivery-wave guardrails.\u003c\/p\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45830419316915,"sku":"N8N-18223","price":27.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/RAIC0rM2y0I7QvKiwnVY__CyRoteJW.png?v=1786698718","url":"https:\/\/buyflowscripts.com\/products\/ai-automation-opportunity-scoring-engine-webhook-n8n","provider":"N8N Commerce","version":"1.0","type":"link"}