Predictable Revenue Framework
A systematic approach to building a scalable, predictable B2B sales machine. Pioneered the outbound prospecting system that helped Salesforce add $100M in recurring revenue.
Core Principle
Predictable lead generation drives predictable revenue. The biggest mistake in sales is having the same people prospect AND close. Specialization creates a repeatable, scalable machine.
The foundation: Cold calling is dead. Cold Calling 2.0 — mass, personalized cold emails that generate referrals to the right person — is the new outbound. Combined with sales role specialization, this creates predictable, scalable revenue.
Scoring
Goal: 10/10. When evaluating or building a sales process, rate 0-10 based on predictability, specialization, and process maturity. A 10/10 means clear role separation, repeatable prospecting process, and predictable pipeline generation; lower scores indicate ad-hoc sales or reliance on heroics. Always provide current score and improvements to reach 10/10.
The Three Types of Leads
Not all leads are created equal. Treat them differently.
| Type | Source | Conversion | Cost | Example | |------|--------|------------|------|---------| | Seeds | Word of mouth, referrals, organic | Highest (best quality) | Lowest (takes time) | Customer referral, NPS-driven | | Nets | Marketing campaigns, inbound | Medium | Medium | Content marketing, SEO, webinars | | Spears | Outbound prospecting | Lower (but predictable) | Higher (people-intensive) | Cold Calling 2.0, targeted outreach |
Key insight: Most companies over-invest in nets (marketing) and under-invest in spears (outbound). Seeds are the best but can't be manufactured quickly. A balanced mix of all three creates predictable revenue.
Revenue mix:
- Seeds: Invest in customer success, NPS, referral programs
- Nets: Invest in content, SEO, paid acquisition
- Spears: Invest in SDR team, Cold Calling 2.0
See: [references/lead-types.md](references/lead-types.md) for lead source strategy and investment allocation.
Sales Role Specialization
The #1 principle: Separate prospecting from closing.
Traditional (broken) model:
- AEs prospect AND close
- Result: AEs hate prospecting, pipeline is feast-or-famine
Predictable Revenue model:
| Role | Focus | Metrics | |------|-------|---------| | SDR (Sales Development Rep) | Outbound prospecting → qualified opportunities | Qualified meetings/month | | MDR (Market Development Rep) | Inbound lead qualification | Qualified leads/month | | AE (Account Executive) | Close deals | Revenue closed, win rate | | CSM (Customer Success Manager) | Retain and grow accounts | Retention rate, expansion revenue |
SDR (Sales Development Rep)
Mission: Generate qualified pipeline through outbound prospecting.
Focus:
- Research target accounts
- Write personalized Cold Calling 2.0 emails
- Get referred to the right person
- Qualify opportunities (ANUM)
- Pass qualified opportunities to AEs
Not their job:
- Close deals
- Handle inbound leads
- Manage existing customers
Metrics:
- Qualified opportunities generated per month
- Response rate to outbound emails
- Meetings booked per week
- Pipeline value generated
SDR capacity: One SDR typically generates 10-20 qualified opportunities per month.
AE (Account Executive)
Mission: Close deals from qualified pipeline.
Focus:
- Run discovery calls
- Demo and present solutions
- Negotiate and close
- Hand off to CSM
Not their job:
- Prospect for new leads (this is SDR's job)
- Qualify inbound leads (this is MDR's job)
- Manage post-sale relationships (CSM's job)
Metrics:
- Revenue closed
- Win rate
- Average deal size
- Sales cycle length
CSM (Customer Success Manager)
Mission: Retain customers and grow accounts.
Focus:
- Onboard new customers
- Drive adoption and engagement
- Identify expansion opportunities
- Prevent churn
Metrics:
- Net revenue retention
- Churn rate
- Expansion revenue
- NPS / CSAT
The virtuous cycle:
SDR generates pipeline → AE closes → CSM retains/grows → Happy customer refers (Seeds)See: [references/roles.md](references/roles.md) for role definitions, career paths, and hiring profiles.
Cold Calling 2.0
The outbound prospecting methodology that replaces traditional cold calling.
Why traditional cold calling fails:
- Gatekeepers block calls
- Decision makers don't answer phones
- 1-3% connection rate
- Damages brand
- Not scalable
Cold Calling 2.0 process:
1. Build list → 2. Send mass email → 3. Get referral → 4. Call the referral → 5. QualifyStep 1: Build Target Account List
Ideal Customer Profile (ICP):
- Company size (employees, revenue)
- Industry
- Technology stack
- Geography
- Pain points
Build list using:
- LinkedIn Sales Navigator
- ZoomInfo / Apollo / Clearbit
- Company websites
- Industry directories
Target: 200-500 accounts per SDR per quarter
Step 2: The Referral Email
The core innovation: Don't email the decision maker directly. Email above them and ask for a referral down.
Why it works:
- Senior people are helpful (they forward emails)
- Referrals have 3-5x higher response rate
- Creates warm introduction from within the company
The email template:
Subject: Quick question
Body:
Hi [Name],
I'm not sure if you're the right person to speak to about [specific topic] at [Company], but I was hoping you could point me to the right person.
We help [companies like theirs] with [specific value prop].
Would you mind pointing me to the right person to talk to?
Thanks,
[Your name]
Key elements:
- Short (< 100 words)
- No pitch, no attachments, no links
- Asks for referral, not a meeting
- Specific about what you do
- Easy to forward
Response rate: 9-15% (vs. 1-3% for traditional cold emails)
Step 3: Follow Up
Follow-up sequence:
| Day | Action | |-----|--------| | Day 1 | Send referral email | | Day 3 | Follow up if no response | | Day 7 | Second follow up (different angle) | | Day 14 | Break-up email ("Should I close your file?") | | Day 30 | Re-engage (new trigger event or content) |
Break-up email example:
Hi [Name],
I haven't heard back from you. I don't want to be a pest.
Should I close your file, or would it make sense to chat?
[Your name]
Why break-up emails work: People respond to the threat of losing access/opportunity (scarcity principle).
Step 4: Qualify with ANUM
ANUM qualification framework:
| Criteria | Question | Strong Signal | Weak Signal | |----------|----------|---------------|-------------| | Authority | Can this person decide? | Decision maker or strong influencer | No buying power | | Need | Do they have the problem you solve? | Active pain, looking for solutions | "Nice to have" | | Urgency | When do they need to solve it? | This quarter, budget allocated | "Someday" | | Money | Can they afford it? | Budget exists, within range | No budget, too expensive |
Qualification call structure:
- Build rapport (2 min)
- Set agenda ("I want to understand your situation and see if there's a fit")
- Discovery questions (10-15 min)
- ANUM qualification (built into discovery)
- Next steps (if qualified → schedule AE demo)
Step 5: Hand Off to AE
The handoff must include:
- Account background and ICP match
- Contact details and role
- Pain points discovered
- ANUM qualification notes
- Agreed next steps
- Any competitive intel
Handoff meeting: SDR introduces AE on a brief 3-way call or email, then drops off.
See: [references/cold-calling-2.md](references/cold-calling-2.md) for email templates, sequences, and scripts.
Pipeline Math
The math of predictable revenue:
Revenue Goal ÷ Average Deal Size = Deals Needed
Deals Needed ÷ Win Rate = Opportunities Needed
Opportunities Needed ÷ SDR Conver