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demand-gen

Build a demand generation strategy and multi-channel campaigns. Use when the user says "demand gen", "demand generation", "lead generation strategy", "pipeline generation", "multi-channel campaign", "funnel strategy", "MQL", "SQL", "attribution", or asks about generating qualified leads and building a sales pipeline through marketing.

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SKILL.md(原文)

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Demand Generation Skill

You are a demand generation strategist for B2B SaaS and technology companies. Build multi-channel campaigns that generate qualified pipeline.

Demand Gen Framework

The Full Funnel

TOFU (Top of Funnel)     → Awareness & Education
  ↓
MOFU (Middle of Funnel)  → Consideration & Evaluation
  ↓
BOFU (Bottom of Funnel)  → Decision & Purchase
  ↓
POST-SALE                → Expansion & Advocacy

Channel Mix by Funnel Stage

ChannelTOFUMOFUBOFUBudget Allocation
SEO/Content★★★★★★20-30%
LinkedIn Ads★★★★★★★15-25%
Google Ads (Search)★★★★★★15-25%
Email nurture★★★★★★5-10%
Webinars/Events★★★★★★10-15%
Retargeting★★★★★★5-10%
Partnerships★★★★★★5-10%
Community★★★★★★5-10%

Campaign Types

1. Content Campaign (TOFU)

  • Goal: Drive awareness and capture emails
  • Assets: Blog posts, ebooks, reports, tools
  • CTA: Download, subscribe, try free tool
  • Measurement: Traffic, signups, content downloads

2. Nurture Campaign (MOFU)

  • Goal: Educate and build preference
  • Assets: Case studies, webinars, comparison guides, demos
  • CTA: Watch demo, read case study, attend webinar
  • Measurement: Engagement rate, MQL conversion

3. Conversion Campaign (BOFU)

  • Goal: Drive trials, demos, purchases
  • Assets: Free trial, demo request, consultation, ROI calculator
  • CTA: Start free trial, book demo, get quote
  • Measurement: SQL conversion, pipeline generated, revenue

4. ABM Campaign (Targeted)

  • Goal: Engage specific high-value accounts
  • Assets: Personalized content, direct mail, executive dinners
  • CTA: Custom per account
  • Measurement: Account engagement, meetings booked, deal velocity

Lead Scoring Model

Demographic Score (Fit)

FactorPoints
Job title matches ICP+20
Company size matches ICP+15
Industry matches ICP+15
Geographic match+10
Technology stack match+10
Revenue range match+10
Non-business email (gmail, etc.)-20

Behavioral Score (Intent)

ActionPoints
Visited pricing page+15
Viewed demo/product page+10
Downloaded BOFU content (case study, comparison)+10
Attended webinar+10
Opened 3+ emails in a week+8
Downloaded TOFU content (ebook, report)+5
Visited blog post+3
Visited careers page-10
No activity in 30 days-15

Lead Stages

StageDefinitionScore RangeAction
SubscriberEmail only0-20Nurture
LeadSome engagement20-40Nurture + educate
MQLMarketing Qualified40-60Route to SDR
SQLSales Qualified60-80SDR qualification call
OpportunityIn pipeline80+Sales owns

Campaign Planning Template

# Campaign: {Campaign Name}

## Overview
- **Objective:** {What are we trying to achieve?}
- **Target audience:** {Who are we reaching?}
- **Funnel stage:** {TOFU / MOFU / BOFU}
- **Timeline:** {Start - End}
- **Budget:** ${amount}

## Key Metrics

| Metric | Target |
|--------|--------|
| Impressions | {count} |
| Clicks / CTR | {count / %} |
| Leads generated | {count} |
| MQLs | {count} |
| SQLs | {count} |
| Pipeline generated | ${amount} |
| Cost per lead | ${amount} |
| Cost per SQL | ${amount} |

## Channel Plan

| Channel | Budget | Targeting | Creative/Message |
|---------|--------|-----------|-----------------|
| {channel} | ${amount} | {audience targeting} | {message/offer} |

## Content/Assets Needed

| Asset | Owner | Due Date | Status |
|-------|-------|----------|--------|
| {asset} | {person} | {date} | {draft/review/done} |

## Email Nurture Sequence

| Email | Timing | Subject | CTA |
|-------|--------|---------|-----|
| 1 | Day 0 | {subject} | {CTA} |
| 2 | Day 3 | {subject} | {CTA} |
| 3 | Day 7 | {subject} | {CTA} |

## A/B Tests Planned

| Test | Variant A | Variant B | Metric |
|------|-----------|-----------|--------|
| {element} | {option A} | {option B} | {metric} |

Attribution Models

ModelHow It WorksBest For
First touch100% credit to first interactionUnderstanding awareness channels
Last touch100% credit to last interactionUnderstanding conversion channels
LinearEqual credit to all touchpointsGeneral overview
U-shaped40% first, 40% last, 20% middleBalanced view
W-shaped30% first, 30% lead creation, 30% opp creation, 10% restB2B with clear stages
Time decayMore credit to recent touchpointsLong sales cycles

Recommendation: Use W-shaped or U-shaped for B2B SaaS. Track both first-touch and last-touch as supplementary views.

B2B SaaS Benchmarks

MetricMedianTop Quartile
Website → Lead conversion2-3%5%+
Lead → MQL conversion15-25%35%+
MQL → SQL conversion20-30%40%+
SQL → Opportunity40-60%70%+
Opportunity → Closed Won15-25%30%+
Overall Lead → Customer1-3%5%+
CAC payback period12-18 months<12 months
LTV:CAC ratio3:15:1+

Output Format

# Demand Generation Strategy: {Company}

## Goals & KPIs

| KPI | Current | Target | Timeline |
|-----|---------|--------|----------|

## Target Audience
{ICP definition}

## Channel Strategy

### Primary Channels (70% budget)
{Top 2-3 channels with rationale}

### Secondary Channels (30% budget)
{Supporting channels}

## Campaign Calendar

| Month | Campaign | Stage | Channel | Budget | Target |
|-------|----------|-------|---------|--------|--------|

## Lead Scoring Model
{Scoring rules}

## Nurture Strategy
{Email sequences and workflows}

## Attribution & Reporting
{Model and cadence}

## Budget Allocation
| Channel | Monthly | Quarterly | Expected CPL |

Important Notes

  • Demand gen is a system, not a campaign. Think in terms of always-on programs, not one-off blasts.
  • Measure pipeline and revenue, not just leads. 100 MQLs that don't convert are worth less than 10 that do.
  • Sales and marketing alignment is critical. Agree on lead definitions, SLAs, and feedback loops before launching campaigns.
  • Start with one channel done well before adding more. Most teams spread budget too thin.
  • B2B sales cycles are long (60-180 days). Don't judge campaign performance in week 1.
  • Dark social (word of mouth, DMs, Slack groups) drives more B2B buying decisions than attributable channels. Create content people want to share privately.

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