{ "schemaVersion": "1.0", "item": { "slug": "linkedin-buying-signal-detector", "name": "LinkedIn B2B Buying Signal Detector — Find Who's Ready to Buy NOW", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/g4dr/linkedin-buying-signal-detector", "canonicalUrl": "https://clawhub.ai/g4dr/linkedin-buying-signal-detector", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/linkedin-buying-signal-detector", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=linkedin-buying-signal-detector", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "installMethod": "Manual import", "extraction": "Extract archive", "prerequisites": [ "OpenClaw" ], "packageFormat": "ZIP package", "includedAssets": [ "SKILL.md" ], "primaryDoc": "SKILL.md", "quickSetup": [ "Download the package from Yavira.", "Extract the archive and review SKILL.md first.", "Import or place the package into your OpenClaw setup." ], "agentAssist": { "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.", "steps": [ "Download the package from Yavira.", "Extract it into a folder your agent can access.", "Paste one of the prompts below and point your agent at the extracted folder." ], "prompts": [ { "label": "New install", "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete." }, { "label": "Upgrade existing", "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run." } ] }, "sourceHealth": { "source": "tencent", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-30T16:55:25.780Z", "expiresAt": "2026-05-07T16:55:25.780Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network", "contentDisposition": "attachment; filename=\"network-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null }, "scope": "source", "summary": "Source download looks usable.", "detail": "Yavira can redirect you to the upstream package for this source.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/linkedin-buying-signal-detector" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] }, "downloadPageUrl": "https://openagent3.xyz/downloads/linkedin-buying-signal-detector", "agentPageUrl": "https://openagent3.xyz/skills/linkedin-buying-signal-detector/agent", "manifestUrl": "https://openagent3.xyz/skills/linkedin-buying-signal-detector/agent.json", "briefUrl": "https://openagent3.xyz/skills/linkedin-buying-signal-detector/agent.md" }, "agentAssist": { "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.", "steps": [ "Download the package from Yavira.", "Extract it into a folder your agent can access.", "Paste one of the prompts below and point your agent at the extracted folder." ], "prompts": [ { "label": "New install", "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete." }, { "label": "Upgrade existing", "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run." } ] }, "documentation": { "source": "clawhub", "primaryDoc": "SKILL.md", "sections": [ { "title": "🎯 LinkedIn B2B Buying Signal Detector", "body": "Slug: linkedin-buying-signal-detector\nCategory: Sales Intelligence / Lead Generation\nPowered by: Apify + Claude AI\n\nDetect who is ready to buy RIGHT NOW by analyzing LinkedIn job postings, company growth signals, tech stack changes, and hiring patterns — then auto-generate hyper-personalized outreach messages." }, { "title": "💡 Why This Skill Dominates", "body": "Most lead gen tools find who to contact. This skill tells you when to contact them — at the exact moment they have budget, urgency, and intent. No SaaS equivalent under $2,000/month.\n\nBuying signals detected:\n\n🚀 Company hiring Sales/Marketing roles → scaling, has budget\n🔧 Hiring DevOps/Cloud Engineers → infrastructure investment incoming\n📈 Headcount growth > 20% in 90 days → expansion phase\n💼 New C-level hire (CMO, CTO, VP Sales) → new budget owner, new priorities\n📣 Job descriptions mentioning competitor tools → switching signal\n🏆 Recent funding round mention in job posts → fresh cash to spend" }, { "title": "🛠️ Apify Actors Used", "body": "Get your Apify API key here: https://www.apify.com?fpr=dx06p\n\nActorIDPurposeLinkedIn Jobs Scrapercurious_coder/linkedin-jobs-scraperScrape job postings by company/keywordLinkedIn Company Scraperanchor/linkedin-company-scraperExtract headcount, growth, funding infoGoogle News Scraperapify/google-news-scraperDetect funding rounds, press releasesLinkedIn Profile Scraperdev_fusion/linkedin-profile-scraperFind decision-makers + contact info" }, { "title": "⚙️ Workflow", "body": "INPUT: Target niche + location + ICP criteria\n ↓\nSTEP 1 — Scrape LinkedIn Jobs (last 30 days)\n └─ Filter by: hiring roles = buying signals\n ↓\nSTEP 2 — Scrape Company Profiles\n └─ Extract: headcount, growth %, tech stack, funding\n ↓\nSTEP 3 — Score each company (0–100 intent score)\n └─ Weighted signals → Hot / Warm / Cold\n ↓\nSTEP 4 — Find Decision Makers\n └─ CEO / VP Sales / CMO / CTO profiles + emails\n ↓\nSTEP 5 — Claude AI generates personalized outreach\n └─ Email + LinkedIn message referencing the exact signal\n ↓\nOUTPUT: Scored lead list + ready-to-send messages (CSV / JSON / Notion / CRM)" }, { "title": "📥 Inputs", "body": "{\n \"niche\": \"SaaS companies\",\n \"location\": \"France\",\n \"hiring_signals\": [\"Sales Manager\", \"Growth Hacker\", \"DevOps Engineer\"],\n \"min_employees\": 10,\n \"max_employees\": 500,\n \"days_lookback\": 30,\n \"max_companies\": 50,\n \"apify_token\": \"YOUR_APIFY_TOKEN\",\n \"output_format\": \"csv\"\n}" }, { "title": "📤 Output Example", "body": "{\n \"companies\": [\n {\n \"name\": \"ScaleUp SAS\",\n \"website\": \"scaleup.fr\",\n \"linkedin_url\": \"linkedin.com/company/scaleup-sas\",\n \"headcount\": 87,\n \"growth_90d\": \"+34%\",\n \"intent_score\": 91,\n \"intent_label\": \"🔥 HOT\",\n \"signals_detected\": [\n \"Hiring VP Sales (posted 3 days ago)\",\n \"Hiring 4 SDRs simultaneously\",\n \"Job post mentions switching from HubSpot to Salesforce\"\n ],\n \"decision_makers\": [\n {\n \"name\": \"Marie Dupont\",\n \"title\": \"CEO\",\n \"linkedin\": \"linkedin.com/in/marie-dupont\",\n \"email\": \"m.dupont@scaleup.fr\"\n }\n ],\n \"ai_outreach\": {\n \"email_subject\": \"ScaleUp × [Votre outil] — timing parfait ?\",\n \"email_body\": \"Bonjour Marie, j'ai remarqué que ScaleUp recrute activement un VP Sales et 4 SDRs en ce moment...\",\n \"linkedin_message\": \"Marie, votre croissance de 34% en 90 jours est impressionnante...\"\n }\n }\n ],\n \"summary\": {\n \"total_companies_analyzed\": 50,\n \"hot_leads\": 8,\n \"warm_leads\": 19,\n \"cold_leads\": 23,\n \"run_date\": \"2025-02-28\"\n }\n}" }, { "title": "🧠 Claude AI Prompt (Scoring + Outreach)", "body": "You are a B2B sales intelligence expert. \n\nGiven this company data:\n- Company: {{company_name}}\n- Recent job postings: {{job_titles}}\n- Headcount growth: {{growth_pct}}% in 90 days\n- Signals detected: {{signals}}\n- Target decision maker: {{dm_name}}, {{dm_title}}\n\n1. Calculate an intent score from 0-100 based on the signals.\n2. Label as: 🔥 HOT (80+), ⚡ WARM (50-79), ❄️ COLD (<50)\n3. Write a personalized cold email (subject + 5 lines max) referencing \n the MOST compelling signal.\n4. Write a LinkedIn message (300 chars max) that feels human, not spammy.\n\nReturn valid JSON only." }, { "title": "💰 Cost Estimate (Apify Compute Units)", "body": "VolumeEstimated CUApify Cost10 companies~15 CU~$0.1550 companies~60 CU~$0.60200 companies~220 CU~$2.201,000 companies~1,000 CU~$10\n\n💡 Start free: Apify offers $5 free credits/month — enough to test 500 companies.\n👉 Create your free Apify account here" }, { "title": "1. Get Your Apify API Token", "body": "Sign up at https://www.apify.com?fpr=dx06p\nGo to Settings → Integrations → API Token\nCopy your token" }, { "title": "2. Configure the Skill", "body": "Paste your Apify token in the apify_token field when running the skill." }, { "title": "3. Define Your ICP", "body": "Specify your Ideal Customer Profile:\n\nIndustry / niche\nCompany size range\nLocation\nHiring roles that signal buying intent for YOUR product" }, { "title": "4. Run & Export", "body": "Results are exported as CSV, JSON, or pushed directly to Notion / Airtable / your CRM." }, { "title": "🔗 Integrations", "body": "PlatformActionSlackAlert when 🔥 HOT lead detectedNotionAuto-populate leads databaseAirtableCRM-ready structured outputHubSpot / PipedriveDirect lead import via webhookEmailWeekly digest of top signals" }, { "title": "📊 Competitive Advantage vs Existing Skills", "body": "FeatureB2B Lead Gen (yours)Google Maps (yours)This SkillFinds contact info✅✅✅Scores buying intent❌❌✅Detects timing signals❌❌✅AI-personalized outreach❌❌✅Tracks competitor mentions❌❌✅Monitors headcount growth❌❌✅" }, { "title": "⚠️ Limitations & Best Practices", "body": "LinkedIn may rate-limit heavy scraping → recommended max 200 companies/run\nEmail accuracy: ~70-80% (cross-reference with Hunter.io for best results)\nRe-run weekly on the same target list to catch new signals\nGDPR: Only use publicly available LinkedIn data, personalize responsibly" }, { "title": "🏷️ Tags", "body": "lead-generation sales-intelligence linkedin buying-signals b2b outreach apify intent-data prospecting crm-enrichment\n\nPowered by Apify — The Web Scraping & Automation Platform" } ], "body": "🎯 LinkedIn B2B Buying Signal Detector\n\nSlug: linkedin-buying-signal-detector\nCategory: Sales Intelligence / Lead Generation\nPowered by: Apify + Claude AI\n\nDetect who is ready to buy RIGHT NOW by analyzing LinkedIn job postings, company growth signals, tech stack changes, and hiring patterns — then auto-generate hyper-personalized outreach messages.\n\n💡 Why This Skill Dominates\n\nMost lead gen tools find who to contact. This skill tells you when to contact them — at the exact moment they have budget, urgency, and intent. No SaaS equivalent under $2,000/month.\n\nBuying signals detected:\n\n🚀 Company hiring Sales/Marketing roles → scaling, has budget\n🔧 Hiring DevOps/Cloud Engineers → infrastructure investment incoming\n📈 Headcount growth > 20% in 90 days → expansion phase\n💼 New C-level hire (CMO, CTO, VP Sales) → new budget owner, new priorities\n📣 Job descriptions mentioning competitor tools → switching signal\n🏆 Recent funding round mention in job posts → fresh cash to spend\n🛠️ Apify Actors Used\n\nGet your Apify API key here: https://www.apify.com?fpr=dx06p\n\nActor\tID\tPurpose\nLinkedIn Jobs Scraper\tcurious_coder/linkedin-jobs-scraper\tScrape job postings by company/keyword\nLinkedIn Company Scraper\tanchor/linkedin-company-scraper\tExtract headcount, growth, funding info\nGoogle News Scraper\tapify/google-news-scraper\tDetect funding rounds, press releases\nLinkedIn Profile Scraper\tdev_fusion/linkedin-profile-scraper\tFind decision-makers + contact info\n⚙️ Workflow\nINPUT: Target niche + location + ICP criteria\n ↓\nSTEP 1 — Scrape LinkedIn Jobs (last 30 days)\n └─ Filter by: hiring roles = buying signals\n ↓\nSTEP 2 — Scrape Company Profiles\n └─ Extract: headcount, growth %, tech stack, funding\n ↓\nSTEP 3 — Score each company (0–100 intent score)\n └─ Weighted signals → Hot / Warm / Cold\n ↓\nSTEP 4 — Find Decision Makers\n └─ CEO / VP Sales / CMO / CTO profiles + emails\n ↓\nSTEP 5 — Claude AI generates personalized outreach\n └─ Email + LinkedIn message referencing the exact signal\n ↓\nOUTPUT: Scored lead list + ready-to-send messages (CSV / JSON / Notion / CRM)\n\n📥 Inputs\n{\n \"niche\": \"SaaS companies\",\n \"location\": \"France\",\n \"hiring_signals\": [\"Sales Manager\", \"Growth Hacker\", \"DevOps Engineer\"],\n \"min_employees\": 10,\n \"max_employees\": 500,\n \"days_lookback\": 30,\n \"max_companies\": 50,\n \"apify_token\": \"YOUR_APIFY_TOKEN\",\n \"output_format\": \"csv\"\n}\n\n📤 Output Example\n{\n \"companies\": [\n {\n \"name\": \"ScaleUp SAS\",\n \"website\": \"scaleup.fr\",\n \"linkedin_url\": \"linkedin.com/company/scaleup-sas\",\n \"headcount\": 87,\n \"growth_90d\": \"+34%\",\n \"intent_score\": 91,\n \"intent_label\": \"🔥 HOT\",\n \"signals_detected\": [\n \"Hiring VP Sales (posted 3 days ago)\",\n \"Hiring 4 SDRs simultaneously\",\n \"Job post mentions switching from HubSpot to Salesforce\"\n ],\n \"decision_makers\": [\n {\n \"name\": \"Marie Dupont\",\n \"title\": \"CEO\",\n \"linkedin\": \"linkedin.com/in/marie-dupont\",\n \"email\": \"m.dupont@scaleup.fr\"\n }\n ],\n \"ai_outreach\": {\n \"email_subject\": \"ScaleUp × [Votre outil] — timing parfait ?\",\n \"email_body\": \"Bonjour Marie, j'ai remarqué que ScaleUp recrute activement un VP Sales et 4 SDRs en ce moment...\",\n \"linkedin_message\": \"Marie, votre croissance de 34% en 90 jours est impressionnante...\"\n }\n }\n ],\n \"summary\": {\n \"total_companies_analyzed\": 50,\n \"hot_leads\": 8,\n \"warm_leads\": 19,\n \"cold_leads\": 23,\n \"run_date\": \"2025-02-28\"\n }\n}\n\n🧠 Claude AI Prompt (Scoring + Outreach)\nYou are a B2B sales intelligence expert. \n\nGiven this company data:\n- Company: {{company_name}}\n- Recent job postings: {{job_titles}}\n- Headcount growth: {{growth_pct}}% in 90 days\n- Signals detected: {{signals}}\n- Target decision maker: {{dm_name}}, {{dm_title}}\n\n1. Calculate an intent score from 0-100 based on the signals.\n2. Label as: 🔥 HOT (80+), ⚡ WARM (50-79), ❄️ COLD (<50)\n3. Write a personalized cold email (subject + 5 lines max) referencing \n the MOST compelling signal.\n4. Write a LinkedIn message (300 chars max) that feels human, not spammy.\n\nReturn valid JSON only.\n\n💰 Cost Estimate (Apify Compute Units)\nVolume\tEstimated CU\tApify Cost\n10 companies\t~15 CU\t~$0.15\n50 companies\t~60 CU\t~$0.60\n200 companies\t~220 CU\t~$2.20\n1,000 companies\t~1,000 CU\t~$10\n\n💡 Start free: Apify offers $5 free credits/month — enough to test 500 companies.\n👉 Create your free Apify account here\n\n🚀 Setup Instructions\n1. Get Your Apify API Token\nSign up at https://www.apify.com?fpr=dx06p\nGo to Settings → Integrations → API Token\nCopy your token\n2. Configure the Skill\n\nPaste your Apify token in the apify_token field when running the skill.\n\n3. Define Your ICP\n\nSpecify your Ideal Customer Profile:\n\nIndustry / niche\nCompany size range\nLocation\nHiring roles that signal buying intent for YOUR product\n4. Run & Export\n\nResults are exported as CSV, JSON, or pushed directly to Notion / Airtable / your CRM.\n\n🔗 Integrations\nPlatform\tAction\nSlack\tAlert when 🔥 HOT lead detected\nNotion\tAuto-populate leads database\nAirtable\tCRM-ready structured output\nHubSpot / Pipedrive\tDirect lead import via webhook\nEmail\tWeekly digest of top signals\n📊 Competitive Advantage vs Existing Skills\nFeature\tB2B Lead Gen (yours)\tGoogle Maps (yours)\tThis Skill\nFinds contact info\t✅\t✅\t✅\nScores buying intent\t❌\t❌\t✅\nDetects timing signals\t❌\t❌\t✅\nAI-personalized outreach\t❌\t❌\t✅\nTracks competitor mentions\t❌\t❌\t✅\nMonitors headcount growth\t❌\t❌\t✅\n⚠️ Limitations & Best Practices\nLinkedIn may rate-limit heavy scraping → recommended max 200 companies/run\nEmail accuracy: ~70-80% (cross-reference with Hunter.io for best results)\nRe-run weekly on the same target list to catch new signals\nGDPR: Only use publicly available LinkedIn data, personalize responsibly\n🏷️ Tags\n\nlead-generation sales-intelligence linkedin buying-signals b2b outreach apify intent-data prospecting crm-enrichment\n\nPowered by Apify — The Web Scraping & Automation Platform" }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/g4dr/linkedin-buying-signal-detector", "publisherUrl": "https://clawhub.ai/g4dr/linkedin-buying-signal-detector", "owner": "g4dr", "version": "1.0.0", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/linkedin-buying-signal-detector", "downloadUrl": "https://openagent3.xyz/downloads/linkedin-buying-signal-detector", "agentUrl": "https://openagent3.xyz/skills/linkedin-buying-signal-detector/agent", "manifestUrl": "https://openagent3.xyz/skills/linkedin-buying-signal-detector/agent.json", "briefUrl": "https://openagent3.xyz/skills/linkedin-buying-signal-detector/agent.md" } }