predictable-revenue

# 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](#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 | **Key insight:** 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), SDR team (spears). See [references/lead-types.md](references/lead-types.md) when deciding where to invest — it sizes the seeds/nets/spears budget split by company stage. ## 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 (Sales Development Rep) Generate 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 — measure opportunities, response rate, meetings booked, and pipeline value. ### AE (Account Executive) Close deals from qualified pipeline: run discovery, demo, negotiate, close, hand off to CSM. Not their job: prospecting (SDR), inbound qualification (MDR), or post-sale management (CSM). Measure revenue closed, win rate, average deal size, and sales cycle length. ### CSM (Customer Success Manager) Retain and grow 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). See [references/roles.md](references/roles.md) when defining a new role or org chart — it has full charters, career paths, and hiring profiles for each role. ## 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 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. For the verbatim template, subject-line open-rate table, and the full Day 1/3/7/14/30 sequence bodies, open [references/cold-calling-2.md](references/cold-calling-2.md). ### Step 3: Follow Up | Day | Action | |-----|--------| | 1 | Send referral email | | 3 | Follow up if no response | | 7 | Second follow-up (different angle) | | 14 | Break-up email ("Should I close your file?") | | 30 | Re-engage (new trigger event or content) | The **break-up email** on Day 14 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 Include 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 3-way 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. See [references/qualification.md](references/qualification.md) when running the ANUM discovery call — it has the full discovery question bank per criterion. ## 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 | See [references/pipeline-math.md](references/pipeline-math.md) when sizing the SDR team to a revenue target — it has the full capacity-planning and revenue-modeling templates. ## Building the Sales Development Team See [references/case-studies.md](references/case-studies.md) when you want a worked precedent for standing up or scaling the machine — it walks through Salesforce, HubSpot, and other implementations with starting state, results, and failure modes. ### Hiring SDRs Hire for coachability (the most important trait), curiosity, strong writing, resilience, and organization — experience is optional. Source recent graduates, career changers, and internal transfers. Career path: SDR (6-18 months) → Senior SDR → AE or SDR Manager. ### SDR Ramp Time | Phase | Timeline | Expectations | |-------|----------|-------------| | Training | Weeks 1-2 | Product knowledge, tools, process | | Shadowing | Weeks 3-4 | Observe experienced SDRs, practice | | Ramping | Months 2-3 | 50% of quota | | Full quota | Month 4+ | 100% of quota | Expect 3-4 months to full productivity. ### SDR Compensation Base + variable, typically 60/40 or 70/30. Pay variable per qualified opportunity generated, with bonuses for opportunities that close and for exceeding quota. See [references/team-building.md](references/team-building.md) when hiring or building the comp plan — it has interview scorecards, the onboarding curriculum, and detailed compensation structures. ## Metrics and Dashboards ### Leading Indicators (Predictive) Emails sent per SDR per day, response rate, meetings booked per week, qualified opportunities per month, pipeline value generated. ### Lagging Indicators (Results) Revenue closed, win rate, average deal size, sales cycle length, customer acquisition cost (CAC). ### Efficiency Metrics Cost per qualified opportunity, SDR:AE ratio (typically 2-3 SDRs per AE), LTV:CAC (target >3:1), payback period. **Cadence:** daily activity metrics → weekly pipeline → monthly revenue → quarterly efficiency. See [references/metrics.md](references/metrics.md) when building the sales dashboard — it has KPI definitions, formulas, and dashboard layouts by cadence. ## Common Mistakes | Mistake | Why It Fails | Fix | |---------|-------------|------| | **AEs prospecting** | Feast-or-famine pipeline | Hire dedicated SDRs | | **Long, pitchy emails** | Low response rate | Short, referral-focused emails | | **No ICP definition** | Effort wasted on wrong accounts | Define ICP before hiring SDRs | | **Too few SDRs** | Not enough pipeline | Work backward from revenue goal | | **No hand-off process** | Leads fall through cracks | Standardize SDR→AE handoff | | **Measuring activity, not results** | Busy but not productive | Track qualified opportunities, not emails | ## Quick Diagnostic Audit any B2B sales process: | Question | If No | Action | |----------|-------|--------| | Are prospecting and closing separated? | SDRs doing both = bottleneck | Create dedicated SDR role | | Is there a defined outbound process? | Ad-hoc prospecting | Implement Cold Calling 2.0 | | Can you predict pipeline 3 months out? | Revenue is unpredictable | Build pipeline math model | | Do you know your lead type mix? | Over-reliance on one source | Balance seeds, nets, spears | | Is SDR→AE handoff standardized? | Leads lost in transition | Create handoff checklist | ## Further Reading For the complete system: - [*"Predictable Revenue"*](https://www.amazon.com/Predictable-Revenue-Business-Practices-Salesforce-com/dp/0984380213?tag=wondelai00-20) by Aaron Ross & Marylou Tyler - [*"From Impossible to Inevitable"*](https://www.amazon.com/Impossible-Inevitable-Hyper-Growth-Companies-Predictable/dp/1119166713?tag=wondelai00-20) by Aaron Ross & Jason Lemkin (scaling to $100M+ ARR) ## About the Author **Aaron Ross** built the outbound sales process at Salesforce.com that added $100M+ in recurring revenue, and co-founded Predictable Revenue Inc. His book *Predictable Revenue* — known as "The Bible of Outbound Sales" — made Cold Calling 2.0 the standard for B2B outbound prospecting.