Run it on real numbers
The systems and metrics behind a forecast you can actually defend.
What founders use for run it on real numbers, ranked by how many answers lean on it.
- The operating cadence rather than the design theory: review quarterly, change annually, roll out in phases, and the line worth... Everstage Article · 12 min read 10 Sales Compensation Best Practices That Drive Results Visaka Jayaraman
- This is the original study behind every speed to lead claim you have ever seen, run across 2.24 million leads. Read the source... Harvard Business Review Article · 5 min read The Short Life of Online Sales Leads James B. Oldroyd, Kristina McElheran and David Elkington
- Poyar counted the actual job postings rather than the LinkedIn noise, which is the most useful sanity check available on... Growth Unhinged Newsletter · 12 min read Do you need a GTM engineer? Kyle Poyar
- A free, topic sorted index into two hundred plus issues of original GTM benchmark research. The metrics and benchmarks section... Growth Unhinged Newsletter · index of 200+ issues Best of Growth Unhinged Kyle Poyar
- Sets out exactly what a repeatable sales motion is supposed to look like by ten million dollars ARR, with the four GTM metrics... Bessemer Venture Partners Report · 35 min read Scaling from $1 to $10 million ARR Janelle Teng Wade, Mary D'Onofrio and Ethan Ding
- Benchmarks growth, margins, CAC payback and spend allocation at each ARR band, which is what a board is implicitly comparing... Bessemer Venture Partners Report · 40 min read Scaling to $100 Million Mary D'Onofrio and Ethan Ding
- From the Chennai billing company that sees these numbers across thousands of subscription businesses, each KPI with a... Chargebee Article · 22 min read 32 SaaS KPIs Every Company Should Track Haris Kumar
- Organises metrics by company stage instead of dumping all of them on you at once, which is exactly what a founder tracking... Chargebee Article · 25 min read Important SaaS Metrics to track at every stage of your business Chargebee
- A short India-authored primer on the five metrics that matter early, plus a clean explanation of leading versus lagging... SaaSBoomi Article · 6 min read SaaS Metrics SaaSBoomi
- A former SaaS CEO showing exactly which metrics belong on which slide, in trailing nine quarter format. This is the closest... Kellblog Article · 14 min read The First Three Slides of a SaaS Board Deck, with Company Key Metrics Dave Kellogg
- Short, and it does the thing most Rule of 40 explainers skip: it checks the rule against actual public SaaS company histories... tomtunguz.com Article · 4 min read The Data Behind the Rule of 40% Tomasz Tunguz
- Names precisely which classic metrics stop working when revenue is consumption based and inference costs eat gross margin, then... Growth Unhinged Newsletter · 14 min read Rethinking SaaS metrics for AI Kyle Poyar
- Pavilion's data comes from operators rather than investors, and the headline numbers on the page (median growth, NRR... Pavilion Report · gated report, key stats on page 2025 B2B SaaS Benchmarks: CAC, NRR & Growth Rate Metrics Pavilion
- Deliberately picks nine metrics instead of forty and argues for a focused set, which is the right instinct for a small team.... Factors.ai Article · 10 min read 9 SaaS Marketing Metrics You Should Be Tracking Ranga Kaliyur
- A nine step territory design framework that ends where it should, with tying territories to quota and compensation. The step... Everstage Article · 16 min read What Is a Sales Territory Plan? A 9-Step Framework for RevOps and Sales Leaders Adithya Krishnaswamy
- Ten hard rules from a Lightspeed India partner on selling into the US from India, including the happy ears trap and the above... SaaSBoomi Article · 9 min read The do's and don'ts of cross-border GTM Dev Khare
- Good specifically on data silos and on the difference between marketing analytics, product analytics and attribution, which is... Factors.ai Article · 18 min read The Ultimate Guide to Marketing Analytics for SaaS Companies Ninad Pathak
The questions
RevOps and the GTM stack 16
CRM hygiene, the tool stack, data plumbing, lead routing, when to hire RevOps, and where AI actually helps.
What does a RevOps person actually do all day?
4 →
I just joined as the first ops hire and the CRM is a total mess. Where do I start?
4 →
I am a founder selling this myself. What GTM tools do I actually need right now?
4 →
How do I break into RevOps when I have never had the title?
4 →
Reps will not update the CRM. How do I get clean data without becoming the data police?
4 →
All 16 questions in RevOps and the GTM stack →
Forecasting and GTM metrics 16
Pipeline coverage, stage conversion, CAC payback, magic number, and calling a number you can defend to a board.
What is pipeline coverage and how much pipeline do I actually need to hit my number?
4 →
How do I work out CAC payback when I do not have a finance team?
5 →
What is the magic number and should I care about it at my stage?
4 →
Which handful of GTM numbers should a first time founder actually track?
6 →
How do I calculate conversion rates by stage, and what do I actually do once I have them?
4 →
All 16 questions in Forecasting and GTM metrics →
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