使用OpenAI、Ahrefs和多平台集成的自动化内容营销智能
高级
这是一个Market Research, Multimodal AI领域的自动化工作流，包含 21 个节点。主要使用 If, Set, Code, Merge, Slack 等节点。 使用OpenAI、Ahrefs和多平台集成的自动化内容营销智能
前置要求
- •Slack Bot Token 或 Webhook URL
- •Notion API Key
- •Airtable API Key
- •可能需要目标 API 的认证凭证
工作流预览
可视化展示节点连接关系，支持缩放和平移
导出工作流
复制以下 JSON 配置到 n8n 导入，即可使用此工作流
{
"meta": {
"instanceId": "04fd795d32aabb18b913b4a3350b5cd0e9313a422ea0e7bdac0da2fb76cac9f7"
},
"nodes": [
{
"id": "7c3b77b8-3c35-4902-9390-20a923c1e225",
"name": "每日计划触发器",
"type": "n8n-nodes-base.scheduleTrigger",
"position": [
-340,
120
],
"parameters": {
"rule": {
"interval": [
{}
]
}
},
"typeVersion": 1
},
{
"id": "a8feb8a7-e4ca-4191-9197-cb4ecbcf12f0",
"name": "📋 配置设置",
"type": "n8n-nodes-base.set",
"position": [
-120,
120
],
"parameters": {
"values": {
"string": [
{
"name": "competitor_domains",
"value": "opofinance.com,etoro.com"
},
{
"name": "target_regions",
"value": "US,UK,DE,FR,JP"
},
{
"name": "seed_keywords",
"value": "forex trading,social trade,how to trade"
},
{
"name": "timeframe_days",
"value": "30"
}
]
},
"options": {}
},
"typeVersion": 2
},
{
"id": "ae1d8d60-63c7-4caa-a588-820cb0366210",
"name": "📊 SEMrush 竞争对手关键词",
"type": "n8n-nodes-base.httpRequest",
"position": [
100,
140
],
"parameters": {
"url": "https://api.semrush.com/",
"options": {},
"sendQuery": true,
"authentication": "genericCredentialType",
"genericAuthType": "queryAuth",
"queryParameters": {
"parameters": [
{
"name": "type",
"value": "domain_organic"
},
{
"name": "key",
"value": "={{ $credentials.semrush.api_key }}"
},
{
"name": "domain",
"value": "={{ $json.competitor_domains.split(',')[0] }}"
},
{
"name": "display_limit",
"value": "50"
},
{
"name": "export_columns",
"value": "Ph,Po,Pp,Pd,Nq,Cp,Ur,Tr,Tc,Co,Nr,Td"
}
]
}
},
"typeVersion": 4
},
{
"id": "03c76954-73b0-4fe6-8a56-91641d243f60",
"name": "📈 BuzzSumo 内容表现",
"type": "n8n-nodes-base.httpRequest",
"position": [
100,
260
],
"parameters": {
"url": "https://api.buzzsumo.com/search/articles.json",
"options": {},
"sendQuery": true,
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"queryParameters": {
"parameters": [
{
"name": "q",
"value": "={{ $json.seed_keywords.split(',')[0] }}"
},
{
"name": "num_results",
"value": "20"
},
{
"name": "published_after",
"value": "={{ $now.minus({ days: parseInt($json.timeframe_days) }).toFormat('yyyy-MM-dd') }}"
}
]
}
},
"credentials": {
"httpHeaderAuth": {
"id": "luTyM3gZSgwhM8i0",
"name": "Header Auth account"
}
},
"typeVersion": 4
},
{
"id": "30b4a756-daa8-4dc8-a39d-cb769e20bf2d",
"name": "📊 Google Trends 数据",
"type": "n8n-nodes-base.httpRequest",
"position": [
320,
20
],
"parameters": {
"url": "https://trends.google.com/trends/api/explore",
"options": {},
"sendQuery": true,
"queryParameters": {
"parameters": [
{
"name": "hl",
"value": "en-US"
},
{
"name": "tz",
"value": "360"
},
{
"name": "req",
"value": "={\"comparisonItem\":[{\"keyword\":\"{{ $json.seed_keywords.split(',')[0] }}\",\"geo\":\"US\",\"time\":\"today 3-m\"}],\"category\":0,\"property\":\"\"}"
}
]
}
},
"typeVersion": 4
},
{
"id": "16bd1558-e709-4304-972b-feb339b647af",
"name": "❓ AnswerThePublic 问题",
"type": "n8n-nodes-base.httpRequest",
"position": [
320,
140
],
"parameters": {
"url": "https://api.answerthepublic.com/api/v1/questions",
"options": {},
"sendQuery": true,
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"queryParameters": {
"parameters": [
{
"name": "keyword",
"value": "={{ $json.seed_keywords.split(',')[0] }}"
},
{
"name": "country",
"value": "us"
},
{
"name": "language",
"value": "en"
}
]
}
},
"credentials": {
"httpHeaderAuth": {
"id": "luTyM3gZSgwhM8i0",
"name": "Header Auth account"
}
},
"typeVersion": 4
},
{
"id": "522ac238-e87c-43ea-8cac-26dc5faf21b5",
"name": "💬 Reddit 受众洞察",
"type": "n8n-nodes-base.httpRequest",
"position": [
320,
260
],
"parameters": {
"url": "=https://oauth.reddit.com/r/{{ $json.seed_keywords.split(',')[0].replace(' ', '') }}/hot.json",
"options": {},
"sendQuery": true,
"authentication": "genericCredentialType",
"genericAuthType": "oAuth2Api",
"queryParameters": {
"parameters": [
{
"name": "limit",
"value": "25"
},
{
"name": "t",
"value": "month"
}
]
}
},
"credentials": {
"oAuth2Api": {
"id": "5wHvALjli8pAJpgP",
"name": "Unnamed credential"
}
},
"typeVersion": 4
},
{
"id": "935024db-a6ba-4218-8ac3-9aaf247f9a1c",
"name": "🔄 处理竞争对手数据",
"type": "n8n-nodes-base.code",
"position": [
540,
80
],
"parameters": {
"jsCode": "// Combine all competitor data\nconst ahrefsData = $input.first()?.json || {};\nconst semrushData = $input.all().find(item => item.json?.domain) || {};\nconst buzzsumoData = $input.all().find(item => item.json?.results) || {};\n\n// Process competitor intelligence\nconst competitorIntelligence = {\n timestamp: new Date().toISOString(),\n domain: ahrefsData.target || 'N/A',\n traffic_estimate: ahrefsData.traffic?.organic?.value || 0,\n backlinks: ahrefsData.backlinks?.total || 0,\n top_keywords: semrushData.json?.keywords?.slice(0, 10) || [],\n viral_content: buzzsumoData.json?.results?.slice(0, 5) || [],\n content_gaps: [],\n publishing_frequency: '5-7 posts/week' // This would be calculated from actual data\n};\n\n// Identify content gaps (simplified logic)\nif (buzzsumoData.json?.results) {\n const competitorTopics = buzzsumoData.json.results.map(article => article.title);\n competitorIntelligence.content_gaps = [\n 'Sustainable packaging solutions',\n 'Circular economy in fashion',\n 'Eco-friendly manufacturing processes'\n ];\n}\n\nreturn [{ json: competitorIntelligence }];"
},
"typeVersion": 2
},
{
"id": "a0799c40-03a3-482a-8329-af088430ce6e",
"name": "📈 处理关键词趋势",
"type": "n8n-nodes-base.code",
"position": [
540,
200
],
"parameters": {
"jsCode": "// Combine trends and keyword data\nconst trendsData = $input.all().find(item => item.json?.default) || {};\nconst questionsData = $input.all().find(item => item.json?.questions) || {};\n\n// Process keyword opportunities\nconst keywordOpportunities = {\n timestamp: new Date().toISOString(),\n trending_keywords: [],\n long_tail_questions: [],\n search_volume_trends: [],\n seasonal_patterns: [],\n content_opportunities: []\n};\n\n// Extract trending keywords from Google Trends\nif (trendsData.json?.default?.timelineData) {\n keywordOpportunities.trending_keywords = trendsData.json.default.timelineData\n .slice(0, 10)\n .map(item => ({\n keyword: item.formattedValue || 'Unknown',\n trend_velocity: item.value?.[0] || 0,\n region: 'US'\n }));\n}\n\n// Extract questions from AnswerThePublic\nif (questionsData.json?.questions) {\n keywordOpportunities.long_tail_questions = questionsData.json.questions\n .slice(0, 15)\n .map(q => ({\n question: q.question || q,\n search_volume: Math.floor(Math.random() * 1000) + 100, // Placeholder\n difficulty: Math.floor(Math.random() * 100) + 1,\n suggested_format: ['blog', 'video', 'infographic'][Math.floor(Math.random() * 3)]\n }));\n}\n\n// Generate content opportunities\nkeywordOpportunities.content_opportunities = [\n {\n title: '5 Sustainable Fashion Trends Taking Over 2024',\n keyword_target: 'sustainable fashion trends',\n estimated_traffic: 2500,\n content_type: 'blog',\n priority: 'high'\n },\n {\n title: 'How to Build a Circular Economy Wardrobe',\n keyword_target: 'circular economy fashion',\n estimated_traffic: 1800,\n content_type: 'guide',\n priority: 'medium'\n }\n];\n\nreturn [{ json: keywordOpportunities }];"
},
"typeVersion": 2
},
{
"id": "01ad5545-7d95-4de6-bb85-5e0647de8b08",
"name": "👥 处理受众洞察",
"type": "n8n-nodes-base.code",
"position": [
540,
320
],
"parameters": {
"jsCode": "// Process Reddit audience insights\nconst redditData = $input.first()?.json || {};\n\nconst audienceInsights = {\n timestamp: new Date().toISOString(),\n top_pain_points: [],\n common_questions: [],\n sentiment_analysis: 'neutral',\n engagement_topics: [],\n regional_preferences: {}\n};\n\n// Extract pain points from Reddit posts\nif (redditData.data?.children) {\n const posts = redditData.data.children;\n \n audienceInsights.top_pain_points = posts\n .filter(post => post.data.title.includes('problem') || post.data.title.includes('issue'))\n .slice(0, 10)\n .map(post => ({\n pain_point: post.data.title,\n upvotes: post.data.ups || 0,\n comments: post.data.num_comments || 0,\n source: 'reddit'\n }));\n \n audienceInsights.common_questions = posts\n .filter(post => post.data.title.includes('?') || post.data.title.toLowerCase().includes('how'))\n .slice(0, 10)\n .map(post => ({\n question: post.data.title,\n engagement_score: (post.data.ups || 0) + (post.data.num_comments || 0),\n category: 'general'\n }));\n \n audienceInsights.engagement_topics = posts\n .sort((a, b) => (b.data.ups || 0) - (a.data.ups || 0))\n .slice(0, 5)\n .map(post => ({\n topic: post.data.title,\n engagement_score: post.data.ups || 0,\n discussion_level: post.data.num_comments || 0\n }));\n}\n\n// Add some sample regional preferences\naudienceInsights.regional_preferences = {\n 'US': ['affordability', 'brand transparency'],\n 'EU': ['sustainability certifications', 'local production'],\n 'APAC': ['quality', 'innovation']\n};\n\nreturn [{ json: audienceInsights }];"
},
"typeVersion": 2
},
{
"id": "7309b40f-a792-44e6-9330-cdde7f74ae39",
"name": "💾 保存到 Airtable - 竞争对手",
"type": "n8n-nodes-base.airtable",
"position": [
1200,
20
],
"parameters": {
"base": {
"__rl": true,
"mode": "list",
"value": "content-research-base"
},
"table": {
"__rl": true,
"mode": "list",
"value": "competitor-intelligence"
},
"columns": {
"value": {
"domain": "={{ $('🔄 Process Competitor Data').first().json.domain }}",
"backlinks": "={{ $('🔄 Process Competitor Data').first().json.backlinks }}",
"timestamp": "={{ $('🔄 Process Competitor Data').first().json.timestamp }}",
"content_gaps": "={{ $('🔄 Process Competitor Data').first().json.content_gaps.join(', ') }}",
"traffic_estimate": "={{ $('🔄 Process Competitor Data').first().json.traffic_estimate }}",
"publishing_frequency": "={{ $('🔄 Process Competitor Data').first().json.publishing_frequency }}"
},
"mappingMode": "defineBelow"
},
"options": {},
"operation": "create"
},
"typeVersion": 2
},
{
"id": "67f76da6-0961-4e99-93d4-1c1a9f2735f6",
"name": "💾 保存到 Airtable - 关键词",
"type": "n8n-nodes-base.airtable",
"position": [
1200,
140
],
"parameters": {
"base": {
"__rl": true,
"mode": "list",
"value": "content-research-base"
},
"table": {
"__rl": true,
"mode": "list",
"value": "keyword-opportunities"
},
"columns": {
"value": {
"timestamp": "={{ $('📈 Process Keyword Trends').first().json.timestamp }}",
"top_questions": "={{ $('📈 Process Keyword Trends').first().json.long_tail_questions.map(q => q.question).slice(0, 5).join('; ') }}",
"trending_keywords": "={{ $('📈 Process Keyword Trends').first().json.trending_keywords.map(k => k.keyword).join(', ') }}",
"content_opportunities": "={{ $('📈 Process Keyword Trends').first().json.content_opportunities.map(o => o.title).join('; ') }}"
},
"mappingMode": "defineBelow"
},
"options": {},
"operation": "create"
},
"typeVersion": 2
},
{
"id": "cbbecb7f-eb99-4f75-a9ce-07a7a9037b5a",
"name": "📝 保存到 Notion",
"type": "n8n-nodes-base.notion",
"position": [
1200,
260
],
"parameters": {
"pageId": {
"__rl": true,
"mode": "url",
"value": ""
},
"simple": false,
"options": {}
},
"typeVersion": 2
},
{
"id": "e7f0fb5b-2a21-490f-9dff-af59cc922967",
"name": "📢 发送 Slack 提醒",
"type": "n8n-nodes-base.slack",
"position": [
1200,
380
],
"webhookId": "277f81d9-9e7b-4515-8056-56c1465f8d5a",
"parameters": {
"text": "=🚨 **Content Research Alert**\n\n**New competitor activity detected!**\n\n📊 **Top Findings:**\n• {{ $('🔄 Process Competitor Data').first().json.content_gaps.slice(0, 3).join('\\n• ') }}\n\n📈 **Trending Keywords:**\n• {{ $('📈 Process Keyword Trends').first().json.trending_keywords.slice(0, 3).map(k => k.keyword).join('\\n• ') }}\n\n💡 **AI Recommendations:**\n{{ $('🤖 AI Content Recommendations').first().json.choices?.[0]?.message?.content?.substring(0, 300) || 'Processing recommendations...' }}...\n\n📋 **Full report saved to Airtable & Notion**\n\n*Generated: {{ new Date().toLocaleString() }}*",
"select": "channel",
"channelId": {
"__rl": true,
"mode": "list",
"value": "content-research-alerts"
},
"otherOptions": {
"mrkdwn": true
},
"authentication": "oAuth2"
},
"typeVersion": 2
},
{
"id": "071e9048-a290-41fb-a05e-4c25f6fb5183",
"name": "🔗 合并所有数据",
"type": "n8n-nodes-base.merge",
"position": [
1420,
200
],
"parameters": {
"mode": "combine",
"options": {},
"combinationMode": "multiplex"
},
"typeVersion": 2
},
{
"id": "86db9795-5c2f-4f46-a695-b48fcd172502",
"name": "✅ 数据质量检查",
"type": "n8n-nodes-base.if",
"position": [
760,
20
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 1,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "competitor-data-exists",
"operator": {
"type": "string",
"operation": "notEqual"
},
"leftValue": "={{ $('🔄 Process Competitor Data').first().json.domain }}",
"rightValue": "N/A"
}
]
}
},
"typeVersion": 2
},
{
"id": "d24360bd-f574-4fd2-979f-1ee3299bf563",
"name": "📖 设置说明",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1040,
-300
],
"parameters": {
"width": 600,
"height": 1080,
"content": "## 🧠 高级内容研究自动化"
},
"typeVersion": 1
},
{
"id": "a812cd3b-e280-4647-8170-8e623ad46f08",
"name": "📝 准备 AI 提示",
"type": "n8n-nodes-base.set",
"position": [
760,
200
],
"parameters": {
"values": {
"string": [
{
"name": "user_prompt",
"value": "Based on this data:\n\nCompetitor Intelligence: {{ $('🔄 Process Competitor Data').first().json }}\n\nKeyword Opportunities: {{ $('📈 Process Keyword Trends').first().json }}\n\nAudience Insights: {{ $('👥 Process Audience Insights').first().json }}\n\nProvide specific recommendations for:\n1. Content topics to prioritize\n2. Content formats by region\n3. Publishing schedule\n4. Competitive advantages to leverage\n5. Audience pain points to address\n\nFormat as JSON with clear action items."
}
]
},
"options": {}
},
"typeVersion": 2
},
{
"id": "50d64d8e-1905-492a-97c4-f8978bd34931",
"name": "🔧 OpenAI HTTP 请求替代方案",
"type": "n8n-nodes-base.httpRequest",
"position": [
960,
320
],
"parameters": {
"url": "https://api.openai.com/v1/chat/completions",
"method": "POST",
"options": {},
"sendBody": true,
"sendHeaders": true,
"authentication": "genericCredentialType",
"bodyParameters": {
"parameters": [
{}
]
},
"genericAuthType": "httpHeaderAuth",
"headerParameters": {
"parameters": [
{
"name": "Content-Type",
"value": "application/json"
}
]
}
},
"credentials": {
"httpHeaderAuth": {
"id": "luTyM3gZSgwhM8i0",
"name": "Header Auth account"
}
},
"typeVersion": 4
},
{
"id": "4501e9b6-8c01-4e77-b963-26b3f792fa03",
"name": "停止并报错",
"type": "n8n-nodes-base.stopAndError",
"position": [
960,
120
],
"parameters": {},
"typeVersion": 1
},
{
"id": "dda25d39-be93-4a13-af39-41d57b11e8de",
"name": "🔍 Ahrefs 竞争对手数据",
"type": "n8n-nodes-base.httpRequest",
"position": [
100,
0
],
"parameters": {
"url": "https://api.ahrefs.com/v3/site-explorer/overview",
"options": {
"timeout": 60000
},
"sendQuery": true,
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth",
"queryParameters": {
"parameters": [
{
"name": "target",
"value": "={{ $json.competitor_domains.split(',')[0] }}"
},
{
"name": "mode",
"value": "domain"
},
{
"name": "output",
"value": "json"
}
]
}
},
"credentials": {
"httpHeaderAuth": {
"id": "luTyM3gZSgwhM8i0",
"name": "Header Auth account"
}
},
"typeVersion": 4
}
],
"pinData": {},
"connections": {
"📝 Save to Notion": {
"main": [
[
{
"node": "🔗 Merge All Data",
"type": "main",
"index": 0
}
]
]
},
"📢 Send Slack Alert": {
"main": [
[
{
"node": "🔗 Merge All Data",
"type": "main",
"index": 0
}
]
]
},
"Daily Schedule Trigger": {
"main": [
[
{
"node": "📋 Configuration Settings",
"type": "main",
"index": 0
}
]
]
},
"✅ Data Quality Check": {
"main": [
[
{
"node": "💾 Save to Airtable - Competitors",
"type": "main",
"index": 0
}
],
[
{
"node": "Stop and Error",
"type": "main",
"index": 0
}
]
]
},
"📝 Prepare AI Prompt": {
"main": [
[
{
"node": "🔧 OpenAI HTTP Request Alternative",
"type": "main",
"index": 0
}
]
]
},
"📊 Google Trends Data": {
"main": [
[
{
"node": "📈 Process Keyword Trends",
"type": "main",
"index": 0
}
]
]
},
"📈 Process Keyword Trends": {
"main": [
[
{
"node": "📝 Prepare AI Prompt",
"type": "main",
"index": 0
}
]
]
},
"📋 Configuration Settings": {
"main": [
[
{
"node": "📊 SEMrush Competitor Keywords",
"type": "main",
"index": 0
},
{
"node": "📈 BuzzSumo Content Performance",
"type": "main",
"index": 0
},
{
"node": "📊 Google Trends Data",
"type": "main",
"index": 0
},
{
"node": "❓ AnswerThePublic Questions",
"type": "main",
"index": 0
},
{
"node": "💬 Reddit Audience Insights",
"type": "main",
"index": 0
},
{
"node": "🔍 Ahrefs Competitor Data",
"type": "main",
"index": 0
},
{
"node": "🔄 Process Competitor Data",
"type": "main",
"index": 0
}
]
]
},
"🔍 Ahrefs Competitor Data": {
"main": [
[
{
"node": "🔄 Process Competitor Data",
"type": "main",
"index": 0
}
]
]
},
"🔄 Process Competitor Data": {
"main": [
[
{
"node": "✅ Data Quality Check",
"type": "main",
"index": 0
},
{
"node": "📝 Prepare AI Prompt",
"type": "main",
"index": 0
}
]
]
},
"❓ AnswerThePublic Questions": {
"main": [
[
{
"node": "📈 Process Keyword Trends",
"type": "main",
"index": 0
}
]
]
},
"💬 Reddit Audience Insights": {
"main": [
[
{
"node": "👥 Process Audience Insights",
"type": "main",
"index": 0
}
]
]
},
"👥 Process Audience Insights": {
"main": [
[
{
"node": "📝 Prepare AI Prompt",
"type": "main",
"index": 0
}
]
]
},
"💾 Save to Airtable - Keywords": {
"main": [
[
{
"node": "🔗 Merge All Data",
"type": "main",
"index": 0
}
]
]
},
"📊 SEMrush Competitor Keywords": {
"main": [
[
{
"node": "🔄 Process Competitor Data",
"type": "main",
"index": 0
}
]
]
},
"📈 BuzzSumo Content Performance": {
"main": [
[
{
"node": "🔄 Process Competitor Data",
"type": "main",
"index": 0
}
]
]
},
"💾 Save to Airtable - Competitors": {
"main": [
[
{
"node": "🔗 Merge All Data",
"type": "main",
"index": 0
}
]
]
},
"🔧 OpenAI HTTP Request Alternative": {
"main": [
[
{
"node": "💾 Save to Airtable - Competitors",
"type": "main",
"index": 0
},
{
"node": "💾 Save to Airtable - Keywords",
"type": "main",
"index": 0
},
{
"node": "📝 Save to Notion",
"type": "main",
"index": 0
},
{
"node": "📢 Send Slack Alert",
"type": "main",
"index": 0
}
]
]
}
}
}常见问题
如何使用这个工作流？
复制上方的 JSON 配置代码，在您的 n8n 实例中创建新工作流并选择「从 JSON 导入」，粘贴配置后根据需要修改凭证设置即可。
这个工作流适合什么场景？
高级 - 市场调研, 多模态 AI
需要付费吗？
本工作流完全免费，您可以直接导入使用。但请注意，工作流中使用的第三方服务（如 OpenAI API）可能需要您自行付费。
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工作流信息
难度等级
高级
节点数量21
分类2
节点类型11
作者
Nikan Noorafkan
@nikkannooraHey, I’m Nikan Noorafkan — a creator passionate about building smart, automated workflows that drive business outcomes. With a background in performance marketing, user acquisition, and retention strategies, I use n8n to connect data, automate repetitive tasks, and scale growth across the funnel.
外部链接
在 n8n.io 查看 →
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