{"product_id":"n8n-workflow-triage-aliexpress-reviews-with-apify-scraper","title":"n8n Workflow: Triage AliExpress Reviews with Apify Scraper","description":"\u003ch3\u003eSpot AliExpress review problems fast—triage complaints automatically with Apify\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow scrapes a bounded sample of AliExpress product reviews using Apify (FalconScrape’s AliExpress Reviews Scraper), then generates a triage report that flags low-rated complaints, issue categories, and the variants most affected—all on demand.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cb\u003eRuns manually\u003c\/b\u003e: you provide the target AliExpress \u003ccode\u003e\/item\/\u003ci\u003e\u0026lt;number\u0026gt;\u003c\/i\u003e.html\u003c\/code\u003e URL, review sample size, spend cap, and a \u003cb\u003elow-rating threshold\u003c\/b\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cb\u003eValidates inputs\u003c\/b\u003e and either \u003cb\u003eresumes an existing Apify Actor run\u003c\/b\u003e (via run ID) or \u003cb\u003estarts a new charge-capped Apify run\u003c\/b\u003e for the product (e.g., \u003ccode\u003e$0.01–$1\u003c\/code\u003e).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cb\u003ePolls Apify run status\u003c\/b\u003e until it succeeds, or fails\/stops if the run errors or takes too long.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cb\u003eFetches and cleans review data\u003c\/b\u003e: pulls up to \u003cb\u003e100 cleaned review items\u003c\/b\u003e from the Apify dataset.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cb\u003eComputes rating distribution\u003c\/b\u003e and filters to \u003cb\u003ereviews at or below the low-rating threshold\u003c\/b\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cb\u003eTriages low-rated text\u003c\/b\u003e into issue buckets using \u003cb\u003ekeyword rules\u003c\/b\u003e, aggregates the most affected variants, and includes example excerpts with \u003cb\u003ebasic PII redaction\u003c\/b\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cb\u003eOutputs an action-level report\u003c\/b\u003e: \u003cb\u003e“ATTENTION”\u003c\/b\u003e when there are one-star reviews or at least \u003cb\u003ethree\u003c\/b\u003e low-rated reviews; otherwise \u003cb\u003e“ROUTINE”\u003c\/b\u003e.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eMonitor a specific AliExpress listing for emerging quality issues without manual reading.\u003c\/li\u003e\n  \u003cli\u003eIdentify recurring complaint themes (via keyword issue buckets) and which variants attract the most low ratings.\u003c\/li\u003e\n  \u003cli\u003eSupport customer-facing teams with a quick, evidence-based triage summary.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cb\u003eApify integration\u003c\/b\u003e: requires an Apify API credential and access to Actor ID \u003ccode\u003ewfBNb1rkpWRQhOufx\u003c\/code\u003e (FalconScrape’s AliExpress Reviews Scraper).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cb\u003en8n nodes\u003c\/b\u003e used: \u003ccode\u003eif\u003c\/code\u003e, \u003ccode\u003eset\u003c\/code\u003e, \u003ccode\u003ecode\u003c\/code\u003e, \u003ccode\u003esticky note\u003c\/code\u003e, \u003ccode\u003ehttp request\u003c\/code\u003e, \u003ccode\u003emanual trigger\u003c\/code\u003e.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003e\u003cb\u003eConfigure product\u003c\/b\u003e, set \u003ccode\u003emaxReviews (1–100)\u003c\/code\u003e, \u003ccode\u003emaxChargeUsd ($0.01–$1)\u003c\/code\u003e, and \u003ccode\u003elowRatingThreshold\u003c\/code\u003e, then run the workflow to get an immediate review triage report.\u003c\/p\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":46172931621043,"sku":"N8N-20603","price":20.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/gwJnLuJdVMPn8dUPFAHpI_7p3beKpU.png?v=1791363887","url":"https:\/\/buyflowscripts.com\/products\/n8n-workflow-triage-aliexpress-reviews-with-apify-scraper","provider":"N8N Commerce","version":"1.0","type":"link"}