Demand gen skill

Build a demand generation strategy and multi-channel campaigns.

by OpenClaudia·MIT license·★ 705 Stars on the repo·GitHub ↗

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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---
2name: demand-gen
3description: 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 
8You 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```
15TOFU (Top of Funnel) → Awareness & Education
16 ↓
17MOFU (Middle of Funnel) → Consideration & Evaluation
18 ↓
19BOFU (Bottom of Funnel) → Decision & Purchase
20 ↓
21POST-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```markdown
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```markdown
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 

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