predictable-revenue

---
name: predictable-revenue
description: Use when designing an outbound B2B sales process, separating prospecting from closing, building Cold Calling 2.0 sequences, or sizing an SDR team against a revenue goal.
category: Product & Growth
version: 1.0.0
tools: []
---

# Predictable Revenue Framework

A systematic approach to building a scalable, predictable B2B sales machine — 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. Traditional cold calling is dead; Cold Calling 2.0 (mass, personalized cold emails that generate referrals to the right person) is the new outbound.

## Scoring

**Goal: 10/10.** Score a sales process 0-10 by awarding 2 points for each of the five Quick Diagnostic rows it satisfies (prospecting/closing separated, defined outbound process, 3-month pipeline predictability, known lead-type mix, standardized SDR→AE handoff). Bands: **9-10** = role separation plus a repeatable process that predicts pipeline; **5-6** = some specialization but ad-hoc prospecting or unpredictable pipeline; **≤3** = one person prospects and closes, revenue depends on heroics. Always give the current score and the specific diagnostic rows blocking 10/10.

## The Three Types of Leads

Not all leads are equal — treat them differently.

| Type | Source | Conversion | Cost | Example |
|------|--------|------------|------|---------|
| **Seeds** | Word of mouth, referrals, organic | Highest | Lowest (takes time) | Customer referral, NPS-driven |
| **Nets** | Marketing campaigns, inbound | Medium | Medium | Content, SEO, webinars |
| **Spears** | Outbound prospecting | Lower but predictable | Higher (people-intensive) | Cold Calling 2.0 |

Most companies over-invest in nets and under-invest in spears; seeds are the best but can't be manufactured quickly. Invest accordingly — customer success and referral programs (seeds), content and paid acquisition (nets), an SDR team (spears).

## Sales Role Specialization

**The #1 principle: separate prospecting from closing.** When AEs prospect and close, they hate prospecting and pipeline becomes feast-or-famine.

| 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, expansion revenue |

**SDR:** generates qualified pipeline — research target accounts, send Cold Calling 2.0 emails, get referred to the right person, qualify with ANUM, pass to AEs. Not their job: closing, inbound leads, or existing customers. One SDR typically generates 10-20 qualified opportunities per month.

**AE:** closes deals from qualified pipeline — discovery, demo, negotiate, close, hand off to CSM. Not their job: prospecting or inbound qualification. Measure revenue closed, win rate, average deal size, and sales cycle length.

**CSM:** retains and grows accounts — onboard, drive adoption, surface expansion opportunities, prevent churn. Measure net revenue retention, churn rate, expansion revenue, and NPS/CSAT.

**The virtuous cycle:** SDR generates pipeline → AE closes → CSM retains/grows → happy customer refers (Seeds).

## Cold Calling 2.0

Outbound prospecting that replaces traditional cold calling, which fails on every front: 1-3% connection rate, gatekeepers, brand damage, no scalability.

```
1. Build list → 2. Send mass email → 3. Get referral → 4. Call the referral → 5. Qualify
```

**Step 1 — Build the target account list.** Define your Ideal Customer Profile (company size, industry, tech stack, geography, pain points), then build the list via LinkedIn Sales Navigator, ZoomInfo/Apollo/Clearbit, or industry directories. Target 200-500 accounts per SDR per quarter.

**Step 2 — The referral email.** The core innovation: don't email the decision maker — email above them and ask for a referral down. Senior people forward emails, and referrals get 3-5x higher response because the introduction comes from inside the company. The email asks one thing — "who is the right person?" — under 100 words, no pitch, no attachments, no links, easy to forward. Response rate: 9-15% vs. 1-3% for traditional cold emails.

**Step 3 — Follow up** on a fixed cadence: Day 1 send, Day 3 first follow-up, Day 7 second follow-up (different angle), Day 14 break-up email ("Should I close your file?"), Day 30 re-engage with a new trigger event or content. The Day 14 break-up email often draws the highest response in the sequence — people respond to losing the opportunity (scarcity).

**Step 4 — Qualify with ANUM:**

| Criteria | Question | Strong Signal | Weak Signal |
|----------|----------|---------------|-------------|
| **A**uthority | Can this person decide? | Decision maker or strong influencer | No buying power |
| **N**eed | Do they have the problem you solve? | Active pain, seeking solutions | "Nice to have" |
| **U**rgency | When must they solve it? | This quarter, budget allocated | "Someday" |
| **M**oney | Can they afford it? | Budget exists, within range | No budget, too expensive |

Call structure: rapport (2 min) → set agenda ("understand your situation, see if there's a fit") → discovery questions with ANUM built in (10-15 min) → next steps (if qualified, schedule AE demo).

**Step 5 — Hand off to AE:** account background and ICP match, contact details and role, pain points, ANUM notes, agreed next steps, and competitive intel. SDR introduces AE on a brief call or email, then drops off.

**Ethical boundary:** comply with spam laws (CAN-SPAM, GDPR) and honor opt-outs immediately — including removing a hostile "stop emailing me" from the sequence on the spot, not at the next scheduled touch.

## Pipeline Math

Work backward from the revenue goal:

```
Revenue Goal ÷ Average Deal Size = Deals Needed
Deals Needed ÷ Win Rate = Opportunities Needed
Opportunities Needed ÷ SDR Conversion = Prospects Needed
Prospects Needed ÷ Response Rate = Emails Needed
```

**Example:** $1M ARR ÷ $20K deals = 50 deals; ÷ 25% win rate = 200 opportunities; at 10% response rate and 10% response-to-qualified conversion = 20,000 emails ≈ 2-3 SDRs (each sends 300-500/month).

| Metric | Benchmark |
|--------|-----------|
| Emails per SDR per day | 50-100 |
| Response rate | 9-15% |
| Qualified opportunities per SDR per month | 10-20 |
| AE demo-to-close rate | 20-30% |
| Average sales cycle | 30-90 days |

## Building the Sales Development Team

Salesforce, HubSpot, and other companies scaled this model by hiring SDRs first as a dedicated pipeline-generation function separate from closing, running the referral-email cadence at volume, and promoting top SDRs into AE roles once they proved qualification judgment — turning the SDR seat into both a revenue engine and a leadership pipeline.