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marketing-automation

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Marketing Automation Expert

营销自动化专家

Marketing automation strategy and implementation across HubSpot, Marketo, ActiveCampaign, and similar platforms.
涵盖HubSpot、Marketo、ActiveCampaign及类似平台的营销自动化策略与实施方案。

Platform Selection

平台选择

PlatformBest ForComplexityCost
HubSpotSMB to Enterprise, all-in-oneMedium$$$–$$$$
MarketoEnterprise B2BHigh$$$$
ActiveCampaignSMB, strong automationLow–Medium$–$$
PardotSalesforce-native B2BMedium–High$$$$
MailchimpSmall business, email-firstLow$–$$
Selection criteria: CRM integration, email volume, workflow complexity, reporting depth, budget, team technical skill.
平台适用场景复杂度成本
HubSpot中小企业到企业级，一体化平台中等$$$–$$$$
Marketo企业级B2B业务高$$$$
ActiveCampaign中小企业，自动化能力突出低–中等$–$$
PardotSalesforce原生B2B平台中等–高$$$$
Mailchimp小型企业，邮件优先低$–$$
选择标准：CRM集成、邮件发送量、工作流复杂度、报告深度、预算、团队技术能力。

Lead Scoring Model

线索评分模型

MQL threshold: 100 points. Decay: −10 points after 30 days of inactivity.
MQL阈值：100分。衰减规则：30天无互动扣10分。

Behavioral Scoring

行为评分

ActionPoints
Request demo+50
Pricing page visit+30
Case study download+25
Webinar attendance+25
Webinar registration+15
Content download+10
Email click+3 (max 5/day)
Email open+1 (max 3/day)
Blog visit+1 (max 5/day)
Unsubscribe−30
Email bounce−20
Spam complaint−100
行为分值
申请演示+50
访问定价页面+30
下载案例研究+25
参加线上研讨会+25
注册线上研讨会+15
下载内容资料+10
点击邮件+3（每日上限5次）
打开邮件+1（每日上限3次）
访问博客+1（每日上限5次）
取消订阅−30
邮件退回−20
垃圾邮件投诉−100

Demographic Scoring

属性评分

AttributePoints
C-Level title+25
VP title+20
Director+15
Manager+10
Target company size (200–1000)+20
Target industry+20
Primary market geography+15
属性分值
高管头衔+25
副总裁头衔+20
总监头衔+15
经理头衔+10
目标企业规模（200–1000人）+20
目标行业+20
核心市场地域+15

Lead Grading (A–D)

线索分级（A–D）

  • A: Decision maker + target size + target industry + target geo → immediate sales follow-up
  • B: 3 of 4 criteria met → sales within 24 hours
  • C: 2 of 4 criteria met → nurture then handoff
  • D: 1 or fewer criteria → nurture only, no sales routing
  • A级：决策者 + 目标企业规模 + 目标行业 + 目标地域 → 立即由销售跟进
  • B级：满足4项标准中的3项 → 24小时内由销售跟进
  • C级：满足4项标准中的2项 → 培育后再移交销售
  • D级：仅满足1项或未满足 → 仅培育，不分配给销售

Email Sequences

邮件序列

Welcome Series (6 emails over 14 days)

欢迎系列（14天内发送6封邮件）

EmailTimingPurposeCTA
1ImmediatelyWelcome + quick win resourceDownload resource
2Day 2Pain point + case studyRead case study
3Day 4Product overview + benefitsSee how it works
4Day 7Exclusive gated contentDownload now
5Day 10Offer personalized helpSchedule a call
6Day 14Preference centerUpdate preferences
Exit conditions: demo requested, sales conversation started, unsubscribed.
邮件序号发送时机目的行动号召
1立即发送欢迎并提供快速入门资源下载资源
2第2天痛点分析+案例研究阅读案例研究
3第4天产品概述+核心价值查看产品运作方式
4第7天独家 gated 内容立即下载
5第10天提供个性化协助预约通话
6第14天偏好设置中心更新偏好设置
退出条件：已申请演示、已开启销售对话、已取消订阅。

Lead Nurture (score-triggered tracks)

线索培育（按评分触发不同轨道）

TrackScore RangeCadenceFocus
Awareness50–692/weekEducational, industry trends
Consideration70–892–3/weekUse cases, ROI calculator, case studies
Decision90–993/weekFree trial, demo, competitive comparison
轨道评分区间发送频率核心内容
认知阶段50–69每周2封行业趋势、教育类内容
考虑阶段70–89每周2–3封使用场景、ROI计算器、案例研究
决策阶段90–99每周3封免费试用、产品演示、竞品对比

Re-engagement (90-day lapse trigger)

重新激活（90天无互动触发）

4-email sequence over 15 days: "We miss you" → "Is this goodbye?" → "Last chance offer" → "Goodbye for now" with easy re-subscribe. Outcomes: engaged → return to nurture | no action → sunset list.
15天内发送4封邮件：“我们想念您” → “要告别了吗？” → “最后优惠机会” → “暂时再见”（附带便捷重新订阅入口）。结果：互动用户 → 回归培育轨道；无响应 → 移除出活跃列表。

Automation Workflows

自动化工作流

Lead Routing Workflow

线索分配工作流

  1. Data enrichment (Clearbit/ZoomInfo) — wait 30 seconds
  2. Lead scoring + grading
  3. Check for existing account → route to account owner if yes
  4. Territory assignment (geography → company size → industry)
  5. Create follow-up task with SLA: A=15 min | B=2 hrs | C=24 hrs
  6. Notify rep via email + Slack
  7. Add to appropriate nurture track
  1. 数据补全（Clearbit/ZoomInfo）——等待30秒
  2. 线索评分+分级
  3. 检查是否存在已有客户 → 若存在则分配给对应客户负责人
  4. 按地域→企业规模→行业分配销售区域
  5. 创建带SLA的跟进任务：A级=15分钟 | B级=2小时 | C级=24小时
  6. 通过邮件+Slack通知销售代表
  7. 添加至对应培育轨道

Lifecycle Stage Automation

生命周期阶段自动化

StageEntry TriggerKey Automations
SubscriberEmail opt-inWelcome series + newsletter
LeadForm submit OR score >20Enrich → nurture → sync CRM
MQLScore ≥100 OR demo requestSales alert + task + pause marketing
SQLSales qualified in CRMUpdate nurture + notify CS
OpportunityDeal createdPause outbound + enable deal-stage emails
CustomerDeal wonOnboarding sequence + remove from prospects
ChurnedCancellationWin-back sequence
阶段进入触发条件核心自动化动作
订阅用户邮件订阅欢迎系列+新闻简报
线索表单提交 或 评分>20数据补全→培育→同步至CRM
MQL评分≥100 或 申请演示销售提醒+任务+暂停营销推送
SQLCRM中标记为销售合格更新培育轨道+通知客户成功团队
商机创建交易暂停 outbound 邮件+启用交易阶段邮件
客户交易成交入职序列+从潜在客户列表移除
流失客户取消服务赢回序列

Key Workflows to Build

需搭建的核心工作流

1. Demo Request → Sales Handoff: Form submit → enrich → score/grade → create HubSpot deal → assign to rep → send confirmation email → start sales sequence.
2. Trial Signup → Activation: Signup → welcome email → onboarding checklist → day 3/7/14 milestone emails → conversion offer at day 14.
3. Event/Webinar: Registration → confirmation email → 3 reminders → post-webinar follow-up (attended) or recording offer (no-show) → add to nurture based on engagement.
4. Customer Onboarding: Won deal → CSM assignment notification → welcome email → onboarding checklist → check-in at 30/60/90 days → NPS survey at 90 days.
1. 演示申请→销售移交：表单提交→数据补全→评分/分级→在HubSpot创建交易→分配给销售代表→发送确认邮件→启动销售跟进序列。
2. 试用注册→激活：注册→欢迎邮件→入职清单→第3/7/14天里程碑邮件→第14天发送转化优惠。
3. 活动/线上研讨会：注册→确认邮件→3次提醒→会后跟进（参会用户）或提供录播（未参会用户）→根据互动情况添加至培育轨道。
4. 客户入职：交易成交→通知客户成功经理分配结果→欢迎邮件→入职清单→第30/60/90天回访→第90天发送NPS调研。

HubSpot Implementation

HubSpot实施步骤

Campaign setup: Marketing → Campaigns → tag all assets (emails, landing pages, ads) with campaign ID.
UTM convention: 
utm_source={channel}&utm_medium={cpc|email|organic}&utm_campaign={id}&utm_content={variant}
Attribution model: W-shaped for hybrid PLG/sales-led (first touch + lead creation + close).
Lead scoring setup: Settings → Marketing → Lead Scoring. Set behavioral weights, demographic weights, and decay rules. Create MQL automation when score ≥100.
Reporting cadence: Daily review of MQLs/SQLs. Weekly channel ROI. Monthly win/loss trends.
营销活动设置：营销 → 活动 → 为所有资产（邮件、落地页、广告）标记活动ID。
UTM参数规范：
utm_source={channel}&utm_medium={cpc|email|organic}&utm_campaign={id}&utm_content={variant}
归因模型：W型归因，适用于PLG和销售驱动混合模式（首次触达+线索创建+成交）。
线索评分设置：设置 → 营销 → 线索评分。配置行为权重、属性权重及衰减规则。当评分≥100分时触发MQL自动化。
报告节奏：每日查看MQL/SQL数量；每周分析渠道ROI；每月复盘赢单/丢单趋势。