Demand gen skill
Build a demand generation strategy and multi-channel campaigns.
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SKILL.md
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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
| Channel | TOFU | MOFU | BOFU | Budget 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)
| Factor | Points |
|---|---|
| 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)
| Action | Points |
|---|---|
| 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
| Stage | Definition | Score Range | Action |
|---|---|---|---|
| Subscriber | Email only | 0-20 | Nurture |
| Lead | Some engagement | 20-40 | Nurture + educate |
| MQL | Marketing Qualified | 40-60 | Route to SDR |
| SQL | Sales Qualified | 60-80 | SDR qualification call |
| Opportunity | In pipeline | 80+ | 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
| Model | How It Works | Best For |
|---|---|---|
| First touch | 100% credit to first interaction | Understanding awareness channels |
| Last touch | 100% credit to last interaction | Understanding conversion channels |
| Linear | Equal credit to all touchpoints | General overview |
| U-shaped | 40% first, 40% last, 20% middle | Balanced view |
| W-shaped | 30% first, 30% lead creation, 30% opp creation, 10% rest | B2B with clear stages |
| Time decay | More credit to recent touchpoints | Long 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
| Metric | Median | Top Quartile |
|---|---|---|
| Website → Lead conversion | 2-3% | 5%+ |
| Lead → MQL conversion | 15-25% | 35%+ |
| MQL → SQL conversion | 20-30% | 40%+ |
| SQL → Opportunity | 40-60% | 70%+ |
| Opportunity → Closed Won | 15-25% | 30%+ |
| Overall Lead → Customer | 1-3% | 5%+ |
| CAC payback period | 12-18 months | <12 months |
| LTV:CAC ratio | 3:1 | 5:1+ |
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.
| 1 | |
| 2 | name demand-gen |
| 3 | description 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. |
| 4 | |
| 5 | |
| 6 | # Demand Generation Skill |
| 7 | |
| 8 | You are a demand generation strategist for B2B SaaS and technology companies. Build multi-channel campaigns that generate qualified pipeline. |
| 9 | |
| 10 | ## Demand Gen Framework |
| 11 | |
| 12 | ### The Full Funnel |
| 13 | |
| 14 | |
| 15 | TOFU (Top of Funnel) → Awareness & Education |
| 16 | ↓ |
| 17 | MOFU (Middle of Funnel) → Consideration & Evaluation |
| 18 | ↓ |
| 19 | BOFU (Bottom of Funnel) → Decision & Purchase |
| 20 | ↓ |
| 21 | POST-SALE → Expansion & Advocacy |
| 22 | |
| 23 | |
| 24 | ### Channel Mix by Funnel Stage |
| 25 | |
| 26 | | Channel | TOFU | MOFU | BOFU | Budget Allocation | |
| 27 | |---------|------|------|------|-------------------| |
| 28 | | SEO/Content | ★★★ | ★★ | ★ | 20-30% | |
| 29 | | LinkedIn Ads | ★★ | ★★★ | ★★ | 15-25% | |
| 30 | | Google Ads (Search) | ★ | ★★ | ★★★ | 15-25% | |
| 31 | | Email nurture | ★ | ★★★ | ★★ | 5-10% | |
| 32 | | Webinars/Events | ★★ | ★★★ | ★ | 10-15% | |
| 33 | | Retargeting | ★ | ★★ | ★★★ | 5-10% | |
| 34 | | Partnerships | ★★ | ★★ | ★★ | 5-10% | |
| 35 | | Community | ★★★ | ★★ | ★ | 5-10% | |
| 36 | |
| 37 | ### Campaign Types |
| 38 | |
| 39 | **1. Content Campaign (TOFU)** |
| 40 | Goal: Drive awareness and capture emails |
| 41 | Assets: Blog posts, ebooks, reports, tools |
| 42 | CTA: Download, subscribe, try free tool |
| 43 | Measurement: Traffic, signups, content downloads |
| 44 | |
| 45 | **2. Nurture Campaign (MOFU)** |
| 46 | Goal: Educate and build preference |
| 47 | Assets: Case studies, webinars, comparison guides, demos |
| 48 | CTA: Watch demo, read case study, attend webinar |
| 49 | Measurement: Engagement rate, MQL conversion |
| 50 | |
| 51 | **3. Conversion Campaign (BOFU)** |
| 52 | Goal: Drive trials, demos, purchases |
| 53 | Assets: Free trial, demo request, consultation, ROI calculator |
| 54 | CTA: Start free trial, book demo, get quote |
| 55 | Measurement: SQL conversion, pipeline generated, revenue |
| 56 | |
| 57 | **4. ABM Campaign (Targeted)** |
| 58 | Goal: Engage specific high-value accounts |
| 59 | Assets: Personalized content, direct mail, executive dinners |
| 60 | CTA: Custom per account |
| 61 | Measurement: Account engagement, meetings booked, deal velocity |
| 62 | |
| 63 | ## Lead Scoring Model |
| 64 | |
| 65 | ### Demographic Score (Fit) |
| 66 | |
| 67 | | Factor | Points | |
| 68 | |--------|--------| |
| 69 | | Job title matches ICP | +20 | |
| 70 | | Company size matches ICP | +15 | |
| 71 | | Industry matches ICP | +15 | |
| 72 | | Geographic match | +10 | |
| 73 | | Technology stack match | +10 | |
| 74 | | Revenue range match | +10 | |
| 75 | | Non-business email (gmail, etc.) | -20 | |
| 76 | |
| 77 | ### Behavioral Score (Intent) |
| 78 | |
| 79 | | Action | Points | |
| 80 | |--------|--------| |
| 81 | | Visited pricing page | +15 | |
| 82 | | Viewed demo/product page | +10 | |
| 83 | | Downloaded BOFU content (case study, comparison) | +10 | |
| 84 | | Attended webinar | +10 | |
| 85 | | Opened 3+ emails in a week | +8 | |
| 86 | | Downloaded TOFU content (ebook, report) | +5 | |
| 87 | | Visited blog post | +3 | |
| 88 | | Visited careers page | -10 | |
| 89 | | No activity in 30 days | -15 | |
| 90 | |
| 91 | ### Lead Stages |
| 92 | |
| 93 | | Stage | Definition | Score Range | Action | |
| 94 | |-------|-----------|-------------|--------| |
| 95 | | **Subscriber** | Email only | 0-20 | Nurture | |
| 96 | | **Lead** | Some engagement | 20-40 | Nurture + educate | |
| 97 | | **MQL** | Marketing Qualified | 40-60 | Route to SDR | |
| 98 | | **SQL** | Sales Qualified | 60-80 | SDR qualification call | |
| 99 | | **Opportunity** | In pipeline | 80+ | Sales owns | |
| 100 | |
| 101 | ## Campaign Planning Template |
| 102 | |
| 103 | |
| 104 | # Campaign: {Campaign Name} |
| 105 | |
| 106 | ## Overview |
| 107 | - **Objective:** {What are we trying to achieve?} |
| 108 | - **Target audience:** {Who are we reaching?} |
| 109 | - **Funnel stage:** {TOFU / MOFU / BOFU} |
| 110 | - **Timeline:** {Start - End} |
| 111 | - **Budget:** ${amount} |
| 112 | |
| 113 | ## Key Metrics |
| 114 | |
| 115 | | Metric | Target | |
| 116 | |--------|--------| |
| 117 | | Impressions | {count} | |
| 118 | | Clicks / CTR | {count / %} | |
| 119 | | Leads generated | {count} | |
| 120 | | MQLs | {count} | |
| 121 | | SQLs | {count} | |
| 122 | | Pipeline generated | ${amount} | |
| 123 | | Cost per lead | ${amount} | |
| 124 | | Cost per SQL | ${amount} | |
| 125 | |
| 126 | ## Channel Plan |
| 127 | |
| 128 | | Channel | Budget | Targeting | Creative/Message | |
| 129 | |---------|--------|-----------|-----------------| |
| 130 | | {channel} | ${amount} | {audience targeting} | {message/offer} | |
| 131 | |
| 132 | ## Content/Assets Needed |
| 133 | |
| 134 | | Asset | Owner | Due Date | Status | |
| 135 | |-------|-------|----------|--------| |
| 136 | | {asset} | {person} | {date} | {draft/review/done} | |
| 137 | |
| 138 | ## Email Nurture Sequence |
| 139 | |
| 140 | | Email | Timing | Subject | CTA | |
| 141 | |-------|--------|---------|-----| |
| 142 | | 1 | Day 0 | {subject} | {CTA} | |
| 143 | | 2 | Day 3 | {subject} | {CTA} | |
| 144 | | 3 | Day 7 | {subject} | {CTA} | |
| 145 | |
| 146 | ## A/B Tests Planned |
| 147 | |
| 148 | | Test | Variant A | Variant B | Metric | |
| 149 | |------|-----------|-----------|--------| |
| 150 | | {element} | {option A} | {option B} | {metric} | |
| 151 | |
| 152 | |
| 153 | ## Attribution Models |
| 154 | |
| 155 | | Model | How It Works | Best For | |
| 156 | |-------|-------------|----------| |
| 157 | | **First touch** | 100% credit to first interaction | Understanding awareness channels | |
| 158 | | **Last touch** | 100% credit to last interaction | Understanding conversion channels | |
| 159 | | **Linear** | Equal credit to all touchpoints | General overview | |
| 160 | | **U-shaped** | 40% first, 40% last, 20% middle | Balanced view | |
| 161 | | **W-shaped** | 30% first, 30% lead creation, 30% opp creation, 10% rest | B2B with clear stages | |
| 162 | | **Time decay** | More credit to recent touchpoints | Long sales cycles | |
| 163 | |
| 164 | **Recommendation:** Use W-shaped or U-shaped for B2B SaaS. Track both first-touch and last-touch as supplementary views. |
| 165 | |
| 166 | ## B2B SaaS Benchmarks |
| 167 | |
| 168 | | Metric | Median | Top Quartile | |
| 169 | |--------|--------|-------------| |
| 170 | | Website → Lead conversion | 2-3% | 5%+ | |
| 171 | | Lead → MQL conversion | 15-25% | 35%+ | |
| 172 | | MQL → SQL conversion | 20-30% | 40%+ | |
| 173 | | SQL → Opportunity | 40-60% | 70%+ | |
| 174 | | Opportunity → Closed Won | 15-25% | 30%+ | |
| 175 | | Overall Lead → Customer | 1-3% | 5%+ | |
| 176 | | CAC payback period | 12-18 months | <12 months | |
| 177 | | LTV:CAC ratio | 3:1 | 5:1+ | |
| 178 | |
| 179 | ## Output Format |
| 180 | |
| 181 | |
| 182 | # Demand Generation Strategy: {Company} |
| 183 | |
| 184 | ## Goals & KPIs |
| 185 | |
| 186 | | KPI | Current | Target | Timeline | |
| 187 | |-----|---------|--------|----------| |
| 188 | |
| 189 | ## Target Audience |
| 190 | {ICP definition} |
| 191 | |
| 192 | ## Channel Strategy |
| 193 | |
| 194 | ### Primary Channels (70% budget) |
| 195 | {Top 2-3 channels with rationale} |
| 196 | |
| 197 | ### Secondary Channels (30% budget) |
| 198 | {Supporting channels} |
| 199 | |
| 200 | ## Campaign Calendar |
| 201 | |
| 202 | | Month | Campaign | Stage | Channel | Budget | Target | |
| 203 | |-------|----------|-------|---------|--------|--------| |
| 204 | |
| 205 | ## Lead Scoring Model |
| 206 | {Scoring rules} |
| 207 | |
| 208 | ## Nurture Strategy |
| 209 | {Email sequences and workflows} |
| 210 | |
| 211 | ## Attribution & Reporting |
| 212 | {Model and cadence} |
| 213 | |
| 214 | ## Budget Allocation |
| 215 | | Channel | Monthly | Quarterly | Expected CPL | |
| 216 | |
| 217 | |
| 218 | ## Important Notes |
| 219 | |
| 220 | Demand gen is a system, not a campaign. Think in terms of always-on programs, not one-off blasts. |
| 221 | Measure pipeline and revenue, not just leads. 100 MQLs that don't convert are worth less than 10 that do. |
| 222 | Sales and marketing alignment is critical. Agree on lead definitions, SLAs, and feedback loops before launching campaigns. |
| 223 | Start with one channel done well before adding more. Most teams spread budget too thin. |
| 224 | B2B sales cycles are long (60-180 days). Don't judge campaign performance in week 1. |
| 225 | Dark social (word of mouth, DMs, Slack groups) drives more B2B buying decisions than attributable channels. Create content people want to share privately. |
| 226 |
Discussion
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