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    "sections": [
      {
        "title": "Marketing Demand & Acquisition",
        "body": "Acquisition playbook for Series A+ startups scaling internationally (EU/US/Canada) with hybrid PLG/Sales-Led motion."
      },
      {
        "title": "Table of Contents",
        "body": "Core KPIs\nDemand Generation Framework\nPaid Media Channels\nSEO Strategy\nPartnerships\nAttribution\nTools\nReferences"
      },
      {
        "title": "Core KPIs",
        "body": "Demand Gen: MQL/SQL volume, cost per opportunity, marketing-sourced pipeline $, MQL→SQL rate\n\nPaid Media: CAC, ROAS, CPL, CPA, channel efficiency ratio\n\nSEO: Organic sessions, non-brand traffic %, keyword rankings, technical health score\n\nPartnerships: Partner-sourced pipeline $, partner CAC, co-marketing ROI"
      },
      {
        "title": "Funnel Stages",
        "body": "StageTacticsTargetTOFUPaid social, display, content syndication, SEOBrand awareness, trafficMOFUPaid search, retargeting, gated content, email nurtureMQLs, demo requestsBOFUBrand search, direct outreach, case studies, trialsSQLs, pipeline $"
      },
      {
        "title": "Campaign Planning Workflow",
        "body": "Define objective, budget, duration, audience\nSelect channels based on funnel stage\nCreate campaign in HubSpot with proper UTM structure\nConfigure lead scoring and assignment rules\nLaunch with test budget, validate tracking\nValidation: UTM parameters appear in HubSpot contact records"
      },
      {
        "title": "UTM Structure",
        "body": "utm_source={channel}       // linkedin, google, meta\nutm_medium={type}          // cpc, display, email\nutm_campaign={campaign-id} // q1-2025-linkedin-enterprise\nutm_content={variant}      // ad-a, email-1\nutm_term={keyword}         // [paid search only]"
      },
      {
        "title": "Channel Selection Matrix",
        "body": "ChannelBest ForCAC RangeSeries A PriorityLinkedIn AdsB2B, Enterprise, ABM$150-400HighGoogle SearchHigh-intent, BOFU$80-250HighGoogle DisplayRetargeting$50-150MediumMeta AdsSMB, visual products$60-200Medium"
      },
      {
        "title": "LinkedIn Ads Setup",
        "body": "Create campaign group for initiative\nStructure: Awareness → Consideration → Conversion campaigns\nTarget: Director+, 50-5000 employees, relevant industries\nStart $50/day per campaign\nScale 20% weekly if CAC < target\nValidation: LinkedIn Insight Tag firing on all pages"
      },
      {
        "title": "Google Ads Setup",
        "body": "Prioritize: Brand → Competitor → Solution → Category keywords\nStructure ad groups with 5-10 tightly themed keywords\nCreate 3 responsive search ads per ad group (15 headlines, 4 descriptions)\nMaintain negative keyword list (100+)\nStart Manual CPC, switch to Target CPA after 50+ conversions\nValidation: Conversion tracking firing, search terms reviewed weekly"
      },
      {
        "title": "Budget Allocation (Series A, $40k/month)",
        "body": "ChannelBudgetExpected SQLsLinkedIn$15k10Google Search$12k20Google Display$5k5Meta$5k8Partnerships$3k5\n\nSee campaign-templates.md for detailed structures."
      },
      {
        "title": "Technical Foundation Checklist",
        "body": "XML sitemap submitted to Search Console\n Robots.txt configured correctly\n HTTPS enabled\n Page speed >90 mobile\n Core Web Vitals passing\n Structured data implemented\n Canonical tags on all pages\n Hreflang tags for international\nValidation: Run Screaming Frog crawl, zero critical errors"
      },
      {
        "title": "Keyword Strategy",
        "body": "TierTypeVolumePriority1High-intent BOFU100-1kFirst2Solution-aware MOFU500-5kSecond3Problem-aware TOFU1k-10kThird"
      },
      {
        "title": "On-Page Optimization",
        "body": "URL: Include primary keyword, 3-5 words\nTitle tag: Primary keyword + brand (60 chars)\nMeta description: CTA + value prop (155 chars)\nH1: Match search intent (one per page)\nContent: 2000-3000 words for comprehensive topics\nInternal links: 3-5 relevant pages\nValidation: Google Search Console shows page indexed, no errors"
      },
      {
        "title": "Link Building Priorities",
        "body": "Digital PR (original research, industry reports)\nGuest posting (DA 40+ sites only)\nPartner co-marketing (complementary SaaS)\nCommunity engagement (Reddit, Quora)"
      },
      {
        "title": "Partnership Tiers",
        "body": "TierTypeEffortROI1Strategic integrationsHighVery high2Affiliate partnersMediumMedium-high3Customer referralsLowMedium4Marketplace listingsMediumLow-medium"
      },
      {
        "title": "Partnership Workflow",
        "body": "Identify partners with overlapping ICP, no competition\nOutreach with specific integration/co-marketing proposal\nDefine success metrics, revenue model, term\nCreate co-branded assets and partner tracking\nEnable partner sales team with demo training\nValidation: Partner UTM tracking functional, leads routing correctly"
      },
      {
        "title": "Affiliate Program Setup",
        "body": "Select platform (PartnerStack, Impact, Rewardful)\nConfigure commission structure (20-30% recurring)\nCreate affiliate enablement kit (assets, links, content)\nRecruit through outbound, inbound, events\nValidation: Test affiliate link tracks through to conversion\n\nSee international-playbooks.md for regional tactics."
      },
      {
        "title": "Model Selection",
        "body": "ModelUse CaseFirst-TouchAwareness campaignsLast-TouchDirect responseW-Shaped (40-20-40)Hybrid PLG/Sales (recommended)"
      },
      {
        "title": "HubSpot Attribution Setup",
        "body": "Navigate to Marketing → Reports → Attribution\nSelect W-Shaped model for hybrid motion\nDefine conversion event (deal created)\nSet 90-day lookback window\nValidation: Run report for past 90 days, all channels show data"
      },
      {
        "title": "Weekly Metrics Dashboard",
        "body": "MetricTargetMQLsWeekly targetSQLsWeekly targetMQL→SQL Rate>15%Blended CAC<$300Pipeline Velocity<60 days\n\nSee attribution-guide.md for detailed setup."
      },
      {
        "title": "scripts/",
        "body": "ScriptPurposeUsagecalculate_cac.pyCalculate blended and channel CACpython scripts/calculate_cac.py --spend 40000 --customers 50"
      },
      {
        "title": "HubSpot Integration",
        "body": "Campaign tracking with UTM parameters\nLead scoring and MQL/SQL workflows\nAttribution reporting (multi-touch)\nPartner lead routing\n\nSee hubspot-workflows.md for workflow templates."
      },
      {
        "title": "References",
        "body": "FileContenthubspot-workflows.mdLead scoring, nurture, assignment workflowscampaign-templates.mdLinkedIn, Google, Meta campaign structuresinternational-playbooks.mdEU, US, Canada market tacticsattribution-guide.mdMulti-touch attribution, dashboards, A/B testing"
      },
      {
        "title": "Channel Benchmarks (B2B SaaS Series A)",
        "body": "MetricLinkedInGoogle SearchSEOEmailCTR0.4-0.9%2-5%1-3%15-25%CVR1-3%3-7%2-5%2-5%CAC$150-400$80-250$50-150$20-80MQL→SQL10-20%15-25%12-22%8-15%"
      },
      {
        "title": "SQL Criteria",
        "body": "Required:\n✅ Job title: Director+ or budget authority\n✅ Company size: 50-5000 employees\n✅ Budget: $10k+ annual\n✅ Timeline: Buying within 90 days\n✅ Engagement: Demo requested or high-intent action"
      },
      {
        "title": "SLA",
        "body": "HandoffTargetSDR responds to MQL4 hoursAE books demo with SQL24 hoursFirst demo scheduled3 business days\n\nValidation: Test lead through workflow, verify notifications and routing."
      },
      {
        "title": "Proactive Triggers",
        "body": "Over-relying on one channel → Single-channel dependency is a business risk. Diversify.\nNo lead scoring → Not all leads are equal. Route to revenue-operations for scoring.\nCAC exceeding LTV → Demand gen is unprofitable. Optimize or cut channels.\nNo nurture for non-ready leads → 80% of leads aren't ready to buy. Nurture converts them later."
      },
      {
        "title": "Related Skills",
        "body": "paid-ads: For executing paid acquisition campaigns.\ncontent-strategy: For content-driven demand generation.\nemail-sequence: For nurture sequences in the demand funnel.\ncampaign-analytics: For measuring demand gen effectiveness."
      }
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    "body": "Marketing Demand & Acquisition\n\nAcquisition playbook for Series A+ startups scaling internationally (EU/US/Canada) with hybrid PLG/Sales-Led motion.\n\nTable of Contents\nCore KPIs\nDemand Generation Framework\nPaid Media Channels\nSEO Strategy\nPartnerships\nAttribution\nTools\nReferences\nCore KPIs\n\nDemand Gen: MQL/SQL volume, cost per opportunity, marketing-sourced pipeline $, MQL→SQL rate\n\nPaid Media: CAC, ROAS, CPL, CPA, channel efficiency ratio\n\nSEO: Organic sessions, non-brand traffic %, keyword rankings, technical health score\n\nPartnerships: Partner-sourced pipeline $, partner CAC, co-marketing ROI\n\nDemand Generation Framework\nFunnel Stages\nStage\tTactics\tTarget\nTOFU\tPaid social, display, content syndication, SEO\tBrand awareness, traffic\nMOFU\tPaid search, retargeting, gated content, email nurture\tMQLs, demo requests\nBOFU\tBrand search, direct outreach, case studies, trials\tSQLs, pipeline $\nCampaign Planning Workflow\nDefine objective, budget, duration, audience\nSelect channels based on funnel stage\nCreate campaign in HubSpot with proper UTM structure\nConfigure lead scoring and assignment rules\nLaunch with test budget, validate tracking\nValidation: UTM parameters appear in HubSpot contact records\nUTM Structure\nutm_source={channel}       // linkedin, google, meta\nutm_medium={type}          // cpc, display, email\nutm_campaign={campaign-id} // q1-2025-linkedin-enterprise\nutm_content={variant}      // ad-a, email-1\nutm_term={keyword}         // [paid search only]\n\nPaid Media Channels\nChannel Selection Matrix\nChannel\tBest For\tCAC Range\tSeries A Priority\nLinkedIn Ads\tB2B, Enterprise, ABM\t$150-400\tHigh\nGoogle Search\tHigh-intent, BOFU\t$80-250\tHigh\nGoogle Display\tRetargeting\t$50-150\tMedium\nMeta Ads\tSMB, visual products\t$60-200\tMedium\nLinkedIn Ads Setup\nCreate campaign group for initiative\nStructure: Awareness → Consideration → Conversion campaigns\nTarget: Director+, 50-5000 employees, relevant industries\nStart $50/day per campaign\nScale 20% weekly if CAC < target\nValidation: LinkedIn Insight Tag firing on all pages\nGoogle Ads Setup\nPrioritize: Brand → Competitor → Solution → Category keywords\nStructure ad groups with 5-10 tightly themed keywords\nCreate 3 responsive search ads per ad group (15 headlines, 4 descriptions)\nMaintain negative keyword list (100+)\nStart Manual CPC, switch to Target CPA after 50+ conversions\nValidation: Conversion tracking firing, search terms reviewed weekly\nBudget Allocation (Series A, $40k/month)\nChannel\tBudget\tExpected SQLs\nLinkedIn\t$15k\t10\nGoogle Search\t$12k\t20\nGoogle Display\t$5k\t5\nMeta\t$5k\t8\nPartnerships\t$3k\t5\n\nSee campaign-templates.md for detailed structures.\n\nSEO Strategy\nTechnical Foundation Checklist\n XML sitemap submitted to Search Console\n Robots.txt configured correctly\n HTTPS enabled\n Page speed >90 mobile\n Core Web Vitals passing\n Structured data implemented\n Canonical tags on all pages\n Hreflang tags for international\nValidation: Run Screaming Frog crawl, zero critical errors\nKeyword Strategy\nTier\tType\tVolume\tPriority\n1\tHigh-intent BOFU\t100-1k\tFirst\n2\tSolution-aware MOFU\t500-5k\tSecond\n3\tProblem-aware TOFU\t1k-10k\tThird\nOn-Page Optimization\nURL: Include primary keyword, 3-5 words\nTitle tag: Primary keyword + brand (60 chars)\nMeta description: CTA + value prop (155 chars)\nH1: Match search intent (one per page)\nContent: 2000-3000 words for comprehensive topics\nInternal links: 3-5 relevant pages\nValidation: Google Search Console shows page indexed, no errors\nLink Building Priorities\nDigital PR (original research, industry reports)\nGuest posting (DA 40+ sites only)\nPartner co-marketing (complementary SaaS)\nCommunity engagement (Reddit, Quora)\nPartnerships\nPartnership Tiers\nTier\tType\tEffort\tROI\n1\tStrategic integrations\tHigh\tVery high\n2\tAffiliate partners\tMedium\tMedium-high\n3\tCustomer referrals\tLow\tMedium\n4\tMarketplace listings\tMedium\tLow-medium\nPartnership Workflow\nIdentify partners with overlapping ICP, no competition\nOutreach with specific integration/co-marketing proposal\nDefine success metrics, revenue model, term\nCreate co-branded assets and partner tracking\nEnable partner sales team with demo training\nValidation: Partner UTM tracking functional, leads routing correctly\nAffiliate Program Setup\nSelect platform (PartnerStack, Impact, Rewardful)\nConfigure commission structure (20-30% recurring)\nCreate affiliate enablement kit (assets, links, content)\nRecruit through outbound, inbound, events\nValidation: Test affiliate link tracks through to conversion\n\nSee international-playbooks.md for regional tactics.\n\nAttribution\nModel Selection\nModel\tUse Case\nFirst-Touch\tAwareness campaigns\nLast-Touch\tDirect response\nW-Shaped (40-20-40)\tHybrid PLG/Sales (recommended)\nHubSpot Attribution Setup\nNavigate to Marketing → Reports → Attribution\nSelect W-Shaped model for hybrid motion\nDefine conversion event (deal created)\nSet 90-day lookback window\nValidation: Run report for past 90 days, all channels show data\nWeekly Metrics Dashboard\nMetric\tTarget\nMQLs\tWeekly target\nSQLs\tWeekly target\nMQL→SQL Rate\t>15%\nBlended CAC\t<$300\nPipeline Velocity\t<60 days\n\nSee attribution-guide.md for detailed setup.\n\nTools\nscripts/\nScript\tPurpose\tUsage\ncalculate_cac.py\tCalculate blended and channel CAC\tpython scripts/calculate_cac.py --spend 40000 --customers 50\nHubSpot Integration\nCampaign tracking with UTM parameters\nLead scoring and MQL/SQL workflows\nAttribution reporting (multi-touch)\nPartner lead routing\n\nSee hubspot-workflows.md for workflow templates.\n\nReferences\nFile\tContent\nhubspot-workflows.md\tLead scoring, nurture, assignment workflows\ncampaign-templates.md\tLinkedIn, Google, Meta campaign structures\ninternational-playbooks.md\tEU, US, Canada market tactics\nattribution-guide.md\tMulti-touch attribution, dashboards, A/B testing\nChannel Benchmarks (B2B SaaS Series A)\nMetric\tLinkedIn\tGoogle Search\tSEO\tEmail\nCTR\t0.4-0.9%\t2-5%\t1-3%\t15-25%\nCVR\t1-3%\t3-7%\t2-5%\t2-5%\nCAC\t$150-400\t$80-250\t$50-150\t$20-80\nMQL→SQL\t10-20%\t15-25%\t12-22%\t8-15%\nMQL→SQL Handoff\nSQL Criteria\nRequired:\n✅ Job title: Director+ or budget authority\n✅ Company size: 50-5000 employees\n✅ Budget: $10k+ annual\n✅ Timeline: Buying within 90 days\n✅ Engagement: Demo requested or high-intent action\n\nSLA\nHandoff\tTarget\nSDR responds to MQL\t4 hours\nAE books demo with SQL\t24 hours\nFirst demo scheduled\t3 business days\n\nValidation: Test lead through workflow, verify notifications and routing.\n\nProactive Triggers\nOver-relying on one channel → Single-channel dependency is a business risk. Diversify.\nNo lead scoring → Not all leads are equal. Route to revenue-operations for scoring.\nCAC exceeding LTV → Demand gen is unprofitable. Optimize or cut channels.\nNo nurture for non-ready leads → 80% of leads aren't ready to buy. Nurture converts them later.\nRelated Skills\npaid-ads: For executing paid acquisition campaigns.\ncontent-strategy: For content-driven demand generation.\nemail-sequence: For nurture sequences in the demand funnel.\ncampaign-analytics: For measuring demand gen effectiveness."
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