Pricing Strategy

How pricing decisions compound into competitive moats or existential threats. Usage-based models, seat-based transitions, the AI pricing paradox, and real revenue data from companies navigating the shift.

31 articles

Daylight Saving Time Just Broke Your Analytics (Again): The Hidden Cost of Time Zone Bugs in SaaS — DST hit on March 8. A week later, product and growth teams are discovering gaps in their data, phantom spikes in their d
One Year of DeepSeek: How Open-Source AI Reshaped the Pricing Playbook for AI Startups — In January 2025, DeepSeek proved that frontier-class AI could be built for a fraction of the cost. Twelve months later,
Reverse-Engineering Stripe's Usage-Based Pricing: The Retention Cliffs Nobody Talks About — Consumption pricing looks elegant on a slide deck. In practice, it creates predictable churn windows that most teams don
Intercom's $400M Bet: There Is Exactly One Way SaaS Survives AI — Eoghan McCabe came back, fired the roadmap, and rebuilt Intercom around an AI agent that now resolves 67% of support con
Vertical AI Is Killing Horizontal SaaS — And Your Foundation Model Provider Is Helping — OpenAI launched HIPAA-compliant healthcare tools on January 8. Anthropic followed four days later. Vertical SaaS is grow
Subscriptions Will Survive in Exactly Two Places — The subscription model was the greatest recurring revenue invention in business history. Now it's breaking. Subscription
AI Agents Don't Make Money Yet. The Math Is Worse Than You Think. — Agents consume 3–10x more tokens than chatbots. Most run at negative margins. The 'agentic economy' is a subsidy story d
The Return of the Boring Business: Why Vertical Software for Plumbers Beats AI Wrappers — ServiceTitan hit $950M revenue selling scheduling software to HVAC companies. Meanwhile, 90% of AI wrapper startups will
The 2026 Funding Bar: Why Investors Stopped Funding 'AI-Native' and Started Funding Workflow Lock-In — VCs are rejecting AI SaaS companies that are 'easy to build and easy to replace.' The new due diligence checklist has on
The $650 Billion Question: Is AI's Infrastructure Boom the Next Fiber Optic Bubble? — Big Tech will spend $650B on AI infrastructure in 2026 alone. The last time the tech industry built this aggressively, 9
Lovable Hit $200M ARR in 12 Months With 100 Employees. Here's Every Growth Lever They Pulled. — From GPT Engineer to the fastest-growing software company ever. A breakdown of the rebrand, the open-source-to-paid pipe
ChatGPT Has 200 Million Users. Its Retention Problem Is Getting Worse. — OpenAI's flagship product is the fastest-adopted technology in history. But week-four retention is declining, power user
Anthropic's $60B Bet: Safety Is the Only Moat That Scales — While OpenAI races to ship and Google throws compute at the problem, Dario Amodei is building the most valuable AI compa
Figma at $1.1B Revenue: How the Design Tool Won the AI Race It Almost Lost — $303.8M in Q4 alone. 40% YoY growth accelerating. 136% net dollar retention. Inside Figma's IPO-ready transformation fro
Notion at $11B: The Most Patient Growth Story in SaaS — From 322x ARR in 2021 to 18x ARR in 2026. $600M revenue. 100M+ users. Zero VC board seats. How Ivan Zhao built the rare
Discord at $15B: The Accidental Enterprise Platform — 260 million monthly users. 78% non-gaming usage. A confidential IPO filing. How a chat app built for gamers became the d
The API Economy Is Repricing: Why Usage-Based Billing Is Breaking AI Startups — LLM inference costs have dropped 1,000x in three years. AI startup gross margins average 45%. And the pricing models tha
The Death of the Free Trial: Why Top SaaS Companies Are Switching to Reverse Trials — Toggl doubled premium revenue. Stockpress jumped from 10% to 25% conversion. Dropbox is A/B testing it. Inside the monet
How Cursor Hit $2B ARR Faster Than Any SaaS Company in History — And What It Means for AI-Native Distribution — Four MIT grads. Zero marketing spend. $29.3 billion valuation. A complete breakdown of the product mechanics, growth loo
The Compound Startup: Why the Fastest-Growing Companies Are Launching 3 Products at Once — Rippling hit $570M ARR with 30+ products. Ramp doubled revenue to $1B while turning profitable. Deel saw a 1,200% surge
Your Onboarding Is 6 Steps Too Long: The Data Behind Sub-60-Second Activation — 3-step tours complete at 72%. 7-step tours complete at 16%. The average SaaS product loses 40-60% of signups in the firs
The AI Pricing Crisis — Why Every SaaS Company Is Scrambling to Replace Per-Seat Pricing — Seat-based pricing went from industry standard to existential liability in 12 months. AI agents don't need licenses. Usa
The Compound Pricing Problem: Why AI Startups Can't Figure Out What to Charge — Seat-based pricing is dying. Usage-based pricing bleeds margin. Outcome-based pricing terrifies CFOs. The AI industry's
When PLG Hits a Ceiling: The Messy Shift to Enterprise Sales at $20M ARR — Figma waited too long. Slack almost didn't survive it. Airtable is still figuring it out. Inside the most dangerous tran
Shadow AI Is the Fastest-Growing Line Item in Enterprise IT — 89% of enterprise AI usage happens outside IT's oversight. Employees paste company data into unsanctioned tools 46 times
The Death of Mid-Market SaaS: Squeezed From Both Ends by AI — A trillion dollars erased from software stocks in a single week. Zero SaaS unicorn IPO filings in 2026. $46.9 billion in
Shopify's AI Sidekick Experiment Failed. Its Merchant Data Moat Didn't. — Shopify bet big on a conversational AI assistant and merchants ignored it. But the company sits on transaction data from
Canva at $4B Revenue Proves Design Tools Were Never About Design — While Adobe chased professional designers and Figma captured product teams, Canva quietly enrolled 200 million users who
The Internet Blackout Playbook: What Iran's 13-Day Shutdown Teaches SaaS About Offline-First Architecture — Iran's internet has been down for 13 days and counting. While the humanitarian crisis dominates headlines, a quieter tec
Oil at $107: How the Iran Conflict Is Stress-Testing Every Supply Chain SaaS Dashboard — The US-Israel strikes on Iran have sent Brent crude past $106 and thrown Strait of Hormuz shipping into chaos. For suppl
War, Oil, and Churn: How Geopolitical Shocks Hit B2B Retention Curves — When oil spiked 48% in two weeks, enterprise procurement teams froze budgets. This article maps the downstream effects o