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Lenny's Knowledge Sketch · Growth

$1B to $19B in 14 Months:
Inside Anthropic's Growth Machine

Amol Avasare
Head of Growth, Anthropic
Previously: Mercury · MasterClass · Founder
GROWTH
The Number

The Most Unprecedented Growth Run in History

$1B $4B $9B $19B+ LOG LINEAR (THE ONLY COOL CHART)>
"The 10X year-on-year revenue growth trend has been there since the beginning. 2023 was 0 to 100M, 2024 was 100M to 1B, last year was 1B to roughly 10B."
  • $1B → $19B ARR in just 14 months — unmatched in software history
  • Revenue doubled in just the last few months of reporting
  • Internally: linear charts are "not cool" — everything is log scale
  • Dario's "aggressive case" scenarios kept getting exceeded, repeatedly
Framework

The Growth Team's Real Job: 70% Success Disasters, 30% Bread & Butter

70% FIREFIGHTING "Success Disasters" 30% PROACTIVE Bread & Butter Growth SAME CATEGORIES Acq · Activation · Monetization
"This is the hardest job I've had in my life — harder than being a founder, harder than investment banking."
$19B
ARR (Feb 2025, now higher)
10X
YoY revenue growth, every year
14mo
$1B → $19B ARR timeframe
What "Success Disasters" look like
  • Scaling this fast breaks infrastructure, processes, and teams simultaneously
  • All the charts are green — yet it can be emotionally draining firefighting constantly
  • Every function (acq, activation, monetization) has urgent crises at the same time
Amol's entry point He got the job via cold email to CPO Mike Krieger — the only PM ever hired that way at Anthropic. He found Krieger's personal email, kept the pitch short, and had tested subject lines from his founder days.
Activation Playbook

The Hardest Problem in AI Growth: Getting Users Past "What's the Weather?"

MODEL CAPABILITY USER BEHAVIOR ← OVERHANG GAP RIGHT FRICTION → Right Feature Match MEMORY IMPORT → Solves Cold Start ACTIVATION ARCHITECTURE
"You may have AGI that can do all sorts of crazy things, but if people's instinct is to come and say 'What's the weather in SF?' then they're not going to get the most out of the product."
  • Capability overhang is the real growth problem: models improve faster than users update their mental models
  • Right friction works: adding more steps to funnel users to the correct feature increases long-term retention
  • Memory import from ChatGPT was a timely, clever fix for the cold start problem — get context on day zero
  • The cycle time trap: by the time you ship the activation flow for a new model, the next model has already shipped
  • Activation = find the right feature for the right user, fast; don't be shy about friction to do that
The CASH Initiative Claude Accelerated Sustainable Hypergrowth — Anthropic's growth platform team is using Claude itself to automate growth experimentation, from writing test variants to analyzing results. "We are starting to look at how do we automate growth."
AI-Augmented PM

Living in the Future: How Amol Uses Claude to Run Growth

  • Daily chart digest: Cowork monitors 20–25 metrics every morning, surfaces anomalies before Amol opens his laptop
  • Misalignment detection: Scheduled weekly Claude run across all Slack threads to flag cross-team conflicts before they become fires
  • PRD generation: Projects folder with past PRDs gives Claude enough context to draft new ones from a few bullet points
  • Skip the doc: Default is to jump straight to prototyping; write the PRD only when the investment is large
  • Cross-functional kickoffs: 30-minute meeting with legal, safeguards, and all stakeholders upfront — still the best way to eliminate downstream mess
"I've scheduled runs every week. Claude's looking at things and coming back to me saying: 'Hey, I think these are things you should be aware of.'"
What's coming this year A "strategy bot" — an agent that watches metrics, the market, the roadmap, and tells you where to pivot. Amol's gut: "We'll get there later this year."
Contrarian

Amol's Counterintuitive Growth Takes

More friction in onboarding hurts activation INSTEAD → Adding the right friction — routing users to the correct feature — consistently increases long-term retention. Don't smooth everything away.
At hypergrowth, the growth team deserves most of the credit INSTEAD → Research, models, and compute drive the lion's share of Anthropic's success. Growth's job is to not be the bottleneck — not to claim the win.
Linear charts tell you what you need to know INSTEAD → At Anthropic, "linear charts are just not cool." Log-linear is the only lens that reveals the true shape of exponential growth — and keeps teams honest.
Cold outreach doesn't work for senior hires INSTEAD → Amol got his role at Anthropic via a cold email to the CPO — finding a personal email, a tested subject line, and a short pitch. He's the only PM ever hired this way there.
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