SKILL.md
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.