{"product_id":"ai-news-claim-checker-workflow-webz-io-gpt-4-1-to-sheets","title":"AI News Claim Checker Workflow: Webz.io + GPT-4.1 to Sheets","description":"\u003ch3\u003eTurn news questions into checkable, source-backed claims—automatically\u003c\/h3\u003e\n\u003cp\u003eThis AI News Claim Checker workflow (Webz.io + GPT-4.1-mini) searches recent news, converts results into distinct factual claims, labels each claim as \u003cem\u003ecorroborated\u003c\/em\u003e or \u003cem\u003esingle-source\u003c\/em\u003e based on outlet counts, and archives everything to \u003cstrong\u003eGoogle Sheets\u003c\/strong\u003e for audit-ready review.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eReceives a question\u003c\/strong\u003e from an n8n chat trigger.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eClassifies the request\u003c\/strong\u003e as a quick lookup or deep research task to control how many Webz.io searches run.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSearches news with Webz.io\u003c\/strong\u003e and uses \u003cstrong\u003eGPT-4.1-mini\u003c\/strong\u003e to extract and group coverage into distinct claims with supporting source URLs.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eDeduplicates sources\u003c\/strong\u003e by registrable domain and counts \u003cstrong\u003eindependent outlets\u003c\/strong\u003e per claim.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eApplies a corroboration threshold\u003c\/strong\u003e to label each claim as corroborated or single-source.\u003c\/li\u003e\n  \u003cli\u003eIf claims are found, it \u003cstrong\u003egenerates a sourced briefing\u003c\/strong\u003e (linked outlets plus a source-spread footer) and \u003cstrong\u003eappends one row per claim\u003c\/strong\u003e to Google Sheets.\u003c\/li\u003e\n  \u003cli\u003eIf no usable coverage is found, it responds with \u003cstrong\u003esuggested next search angles\u003c\/strong\u003e instead of producing an unsourced answer.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eVerify whether a trending headline is supported by multiple independent news outlets.\u003c\/li\u003e\n  \u003cli\u003eBuild an internal “claims tracker” for analysts, SaaS operators, or comms teams.\u003c\/li\u003e\n  \u003cli\u003eTurn ad-hoc research questions into structured claim\/status\/source logs in Google Sheets.\u003c\/li\u003e\n  \u003cli\u003eUse quick vs deep research routing to manage Webz.io search costs and latency.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eIntegrations:\u003c\/strong\u003e Webz.io (Bearer Auth + news search tool), OpenAI GPT-4.1-mini, Google Sheets\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eWorkflow logic:\u003c\/strong\u003e if, set, code, merge, split out, sticky note\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSheet columns:\u003c\/strong\u003e saved_at, question, claim, status, source_count, publishers, urls\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eIncludes configurable research settings\u003c\/strong\u003e such as default language, lookback days, and corroboration threshold.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":46058949214387,"sku":"N8N-19688","price":39.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/PJEoNuacr7fOC5yTUbay_WcH4pjfC.png?v=1789722567","url":"https:\/\/buyflowscripts.com\/products\/ai-news-claim-checker-workflow-webz-io-gpt-4-1-to-sheets","provider":"N8N Commerce","version":"1.0","type":"link"}