{ "meta": { "templateCredsSetupCompleted": true }, "name": "AI Product Research Agent powered by Firecrawl", "tags": [], "nodes": [ { "id": "d55bbcfa-40c4-46b1-b8c0-5e9b441868a9", "name": "\ud83d\udcac Chat Input", "type": "@n8n/n8n-nodes-langchain.chatTrigger", "position": [ -704, -144 ], "parameters": { "options": {} }, "typeVersion": 1.4 }, { "id": "14e3fcef-6af5-4136-b6de-700b88d5bede", "name": "\ud83e\udde0 Product Research Agent", "type": "@n8n/n8n-nodes-langchain.agent", "position": [ 112, -144 ], "parameters": { "text": "={{ $json.chatInput }}", "options": { "systemMessage": "=You are a Product Research Agent specialized in e-commerce market analysis.\n\nWhen the user asks you to research a product:\n\n1. SEARCH: Use Firecrawl Search with a specific query like:\n \"best [product name] under [price] [year] review\"\n Example: \"best wireless earbuds under $30 2025 review\"\n DO NOT search directly on Amazon. Instead search for review articles and comparison pages that list multiple products with prices and ratings.\n\n2. SCRAPE: Scrape ONLY the top 2 results from the search. These review pages typically contain data about 5-10 products in one page, which is more efficient than scraping individual Amazon listings.\n\n3. ANALYZE: From the scraped review articles, extract product data and generate this report:\n\n\ud83d\udcca MARKET OVERVIEW\n- Number of products found\n- Price range (min / avg / max)\n- Average rating\n\n\ud83c\udfc6 TOP 3 PRODUCTS\n- Product name, price, rating, key strength\n- Include purchase link if available\n\n\ud83d\udca1 KEY INSIGHTS\n- Most common features customers want\n- What separates best-sellers from budget options\n\n\u26a0\ufe0f COMMON COMPLAINTS\n- Top 3 recurring issues from reviews\n- Red flags to avoid\n\n\u2705 RECOMMENDATION\n- Best product to BUY (best value)\n- Best niche opportunity to SELL (market gap)\n\nRules:\n- Respond in the same language the user writes in\n- If user writes in Arabic, respond in Egyptian Arabic\n- Keep reports concise and actionable\n- Always include source URLs\n- If scrape data is insufficient, still provide analysis based on whatever data you found\n- NEVER say you cannot generate a report. Always provide the best analysis possible with available data.\n\nREGIONAL MARKETPLACE GUIDE:\nWhen the user mentions a region or country, use these marketplaces:\n\nEgypt (\u0645\u0635\u0631):\n- amazon.eg (Amazon Egypt)\n- noon.com/egypt\n- jumia.com.eg\n\nSaudi Arabia (\u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629):\n- noon.com/saudi\n- amazon.sa\n- jarir.com\n- extra.com\n\nUAE (\u0627\u0644\u0625\u0645\u0627\u0631\u0627\u062a):\n- noon.com/uae\n- amazon.ae\n\nGlobal / No region specified:\n- amazon.com\n- aliexpress.com\n- ebay.com\n\nSEARCH STRATEGY:\n- If user specifies a marketplace: search directly on that site\n Example query: \"wireless earbuds site:amazon.eg\"\n- If user specifies only a country: search on ALL marketplaces for that country\n Example query: \"best wireless earbuds amazon.eg OR noon.com/egypt\"\n- If user says nothing about location: search global review sites for comparison articles\n Example query: \"best wireless earbuds under $30 2025 review\"\n\nCURRENCY HANDLING:\n- If user mentions EGP/\u062c\u0646\u064a\u0647 \u2192 prices in Egyptian Pounds\n- If user mentions SAR/\u0631\u064a\u0627\u0644 \u2192 prices in Saudi Riyals \n- If user mentions AED/\u062f\u0631\u0647\u0645 \u2192 prices in UAE Dirhams\n- If no currency specified \u2192 prices in USD" }, "promptType": "define" }, "typeVersion": 3.1 }, { "id": "80108843-89c4-4758-9bf9-68135bae3a7c", "name": "\ud83e\udde0 Conversation Memory", "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow", "position": [ -160, 256 ], "parameters": { "sessionKey": "product-research-agent", "sessionIdType": "customKey" }, "typeVersion": 1.3 }, { "id": "22448363-6b99-4172-a609-222c058e1e7e", "name": "\ud83d\udd0d Search Marketplaces", "type": "@mendable/n8n-nodes-firecrawl.firecrawlTool", "position": [ 448, 448 ], "parameters": { "query": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Query', ``, 'string') }}", "resource": "MapSearch", "operation": "search", "requestOptions": {} }, "credentials": { "firecrawlApi": { "name": "" } }, "typeVersion": 1 }, { "id": "859e5e3c-0b04-4d3a-88ac-548176f4cd11", "name": "\ud83d\udcc4 Scrape Product Pages", "type": "@mendable/n8n-nodes-firecrawl.firecrawlTool", "position": [ 656, 448 ], "parameters": { "url": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('URL', ``, 'string') }}", "operation": "scrape", "scrapeOptions": { "options": { "formats": { "format": [ {} ] }, "headers": {} } }, "requestOptions": {} }, "credentials": { "firecrawlApi": { "name": "" } }, "typeVersion": 1 }, { "id": "f49bb345-9cb4-4602-87d7-78debc4b8178", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [ -1488, -400 ], "parameters": { "width": 496, "height": 480, "content": "\ud83d\udce6 AI Product Research Agent\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\nBuilt for the n8n x Firecrawl Community Challenge (April 2026)\n\n\ud83d\udd0d What it does:\nResearches any product across global & regional marketplaces \nand generates a comprehensive market analysis report.\n\n\u2728 Features:\n- Multi-marketplace: Amazon, Noon, Jumia, AliExpress & more\n- Regional awareness: Egypt, Saudi Arabia, UAE, Global\n- Bilingual: English & Arabic (Egyptian dialect)\n- Full report: Pricing, ratings, insights, complaints & recommendations\n- Market gap analysis for sellers\n\n\ud83d\udee0 Setup (3 steps):\n1. Add your Firecrawl API key (free at firecrawl.dev)\n2. Add your OpenAI/OpenRouter API key\n3. Click \"Open Chat\" and start researching!\n\n\ud83d\udc64 Built by: Osama Goda (@osamagoda)\n\ud83c\udf10 makeaiagents.dev" }, "typeVersion": 1 }, { "id": "a886cb6c-cf9d-45f7-835c-e98ab498a4aa", "name": "Sticky Note1", "type": "n8n-nodes-base.stickyNote", "position": [ -896, -400 ], "parameters": { "color": 7, "width": 384, "height": 432, "content": "\ud83d\udcac INPUT\n\u2501\u2501\u2501\u2501\u2501\u2501\nUser sends a product research \nrequest via chat.\n\nExamples:\n- \"Research wireless earbuds under $30\"\n- \"\u0627\u0628\u062d\u062b\u0644\u064a \u0639\u0646 \u0623\u062d\u0633\u0646 \u0645\u0627\u0643\u064a\u0646\u0629 \u0642\u0647\u0648\u0629 \u0641\u064a \u0645\u0635\u0631 \u0623\u0642\u0644 \u0645\u0646 2500 \u062c\u0646\u064a\u0647\"\n- \"Find best phone cases on Amazon\"" }, "typeVersion": 1 }, { "id": "0c6504c9-2a69-49b3-a9bf-172fd88e41bf", "name": "Sticky Note2", "type": "n8n-nodes-base.stickyNote", "position": [ -32, -480 ], "parameters": { "color": 7, "width": 432, "height": 464, "content": "\ud83e\udde0 AI AGENT\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\nOrchestrates the full research workflow:\n\n1. Receives user query\n2. Plans search strategy based on region/marketplace\n3. Calls Firecrawl tools to gather data\n4. Analyzes results with AI\n5. Generates structured report\n\nSupports:\n- Automatic marketplace detection by country\n- Currency handling (USD, EGP, SAR, AED)\n- Bilingual responses (EN/AR)" }, "typeVersion": 1 }, { "id": "6181c29a-c411-430f-83ff-b17edeada992", "name": "Sticky Note3", "type": "n8n-nodes-base.stickyNote", "position": [ 144, 368 ], "parameters": { "color": 7, "width": 656, "height": 304, "content": "\ud83d\udd25 FIRECRAWL TOOLS\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\nSearch: Finds product pages across \nthe web and marketplaces\n\nScrape: Extracts detailed product \ndata (name, price, rating, reviews)\nin clean markdown format\n\n\ud83d\udca1 Credits: ~8-10 per research\n(1 search + 2 scrapes)" }, "typeVersion": 1 }, { "id": "5ed5d2da-de40-43bf-8e18-909f0081fe43", "name": "\ud83e\udd16 Gemini 2.5 Flash", "type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter", "position": [ -416, 256 ], "parameters": { "model": "google/gemini-2.5-flash", "options": {} }, "credentials": { "openRouterApi": { "name": "" } }, "typeVersion": 1 } ], "active": false, "settings": { "executionOrder": "v1" }, "connections": { "\ud83d\udcac Chat Input": { "main": [ [ { "node": "\ud83e\udde0 Product Research Agent", "type": "main", "index": 0 } ] ] }, "\ud83e\udd16 Gemini 2.5 Flash": { "ai_languageModel": [ [ { "node": "\ud83e\udde0 Product Research Agent", "type": "ai_languageModel", "index": 0 } ] ] }, "\ud83d\udd0d Search Marketplaces": { "ai_tool": [ [ { "node": "\ud83e\udde0 Product Research Agent", "type": "ai_tool", "index": 0 } ] ] }, "\ud83e\udde0 Conversation Memory": { "ai_memory": [ [ { "node": "\ud83e\udde0 Product Research Agent", "type": "ai_memory", "index": 0 } ] ] }, "\ud83d\udcc4 Scrape Product Pages": { "ai_tool": [ [ { "node": "\ud83e\udde0 Product Research Agent", "type": "ai_tool", "index": 0 } ] ] } } }