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Entrepreneurship

Acquiring and building lean, AI-operated businesses — deal flow, diligence, and operating playbooks.

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Oct 16updated
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The Rule of 40 Is Half-Dead: Kroll's 2026 Data Shows Category Beats Both Growth and Margins

Kroll's Summer 2026 software sector data shows companies with identical Rule of 40 scores trade at 73% valuation premiums based on category alone.

· 4 min

The 5 Tests Institutional Buyers Run Before Pricing Your Business

Premium valuations aren't built on EBITDA alone — institutional buyers run five sequential tests to determine whether your earnings are trustworthy, real, and transferable before assigning any multiple.

· 2 min

Only 7 Public B2B Companies Grow Over 30%: In the AI-Native Cohort, That Would Be Last Place

Palantir, Datadog, Cloudflare, Snowflake, Rubrik, Samsara, and Figma define the ceiling for legacy B2B growth in 2026. The AI-native tier operates at a completely different velocity — where 30% is the floor.

· 2 min

The 3 B2B Pricing Models Replacing Seat Licenses. Pick One Before You Get Picked Off.

Seat-based pricing is dying in B2B software. SaaStr breaks down the three models replacing it — consumption, outcome, and resolution — with real examples and the tradeoffs of each.

· 3 min

Box at $1.29B: Five Numbers That Explain Where Mature SaaS Goes From Here

Box's Q2 FY27 results reveal what disciplined AI integration, buyback-driven EPS, and 106% NRR look like when a SaaS company stops chasing growth and starts engineering stability.

· 3 min

How a UK Nursery Brand Exited in 38 Days: The Math Behind Flippa's Platform Play

A UK nursery brand with £531K revenue closed in 38 days on Flippa. The case study shows how AI buyer-matching and API-verified data compress deal timelines.

· 3 min

BigCommerce vs. Shopify: When the Revenue Gap Goes from 19x to 44x in Six Years

BigCommerce grew 44% in 2021 as Shopify grew 57% — close enough to be a race. By 2026, it's guiding revenue below last year's levels while Shopify does $11B at 30% growth.

· 3 min

ServiceTitan Dropped Podium After 9 Years — Agents Made Them Competitors

ServiceTitan gave 1,000 shared customers 30 days' notice that the Podium integration was ending mid-peak season. The reason: AI agents turned a 9-year partner into a direct rival.

· 2 min

Owner.com's $100M ARR Lesson: Every Login Is a Product Failure

SaaStr's breakdown of how vertical B2B SaaS company Owner accelerated growth after $100M ARR by rebuilding around AI agents — and the counterintuitive metric they use to measure success.

· 3 min

The $2M+ Business Sale That Can't Go Public: A Framework for Off-Market Exits

Flippa's guide to selling a high-value digital business confidentially — the information that drives valuation is the same information that destabilizes the business if it leaks before closing.

· 3 min

Atlassian at $6.6B ARR: The AI Disruption Thesis Gets Complicated

Atlassian posted $6.6B ARR with 28% revenue growth and a 35% one-day stock pop — contradicting the argument that AI coding agents would erode its core market.

· 3 min

'Made by Humans' Will Be the Most Powerful Label in Marketing

With 36% of consumers reporting lowered brand perception from AI-generated video, 'Made by Humans' is becoming a competitive differentiator — and it can't be faked on demand.

· 3 min

Rippling Tested 15 AI Models on Real Payroll Data. The Cheapest Tied the Most Expensive.

Rippling's CPO Matt MacInnis ran 2,100 scored agent runs per model on actual payroll tasks. GLM 5.2 cost 85% less than top-tier alternatives and matched their performance. What this means for enterprise AI procurement.

· 3 min

SaaStr Churned Notion After 7 Years. An AI Agent Took Its Last Job.

SaaStr canceled Notion after 7 years of zero support tickets and loyal use. Not because it stopped working — because their AI agent Amelia absorbed the last job Notion was doing. The case study in quiet churn every SaaS founder needs to read.

· 3 min

Your Safest SaaS Customers Are Now Your Most Exposed

SaaStr canceled Notion after seven years with no complaints, no feature requests, and no triggering incident. A quiet pattern in AI adoption is systematically replacing the low-touch, single-function SaaS tools that traditional churn models cannot see coming.

· 3 min

How Gamma Got to $100M ARR Without a Sales Team — and Why That Was a Mistake

Gamma crossed $100M ARR with 50 employees, 50M users, and no sales team. CEO Grant Lee calls the decision a mistake — not because the product didn't work, but because self-serve success masked three structural gaps that cost them growth.

· 2 min

Why Software Quality Is Now a Founder Problem, Not an Engineering One

AI made shipping fast. Verifying what shipped didn't get easier — and a new analysis shows AI-generated code has 1.7x more issues than human-written code, with security vulnerabilities at 2.74x the rate. The gap is now a business risk only founders can close.

· 3 min

Databricks Hits $7B ARR at 80% Growth: What the Margin Bill for Agents Actually Means

Databricks crossed $7B ARR in Q2 2026 growing 80% year-over-year — a 30-point acceleration from 18 months prior. The hidden story is how AI agent traffic is creating infrastructure costs that pricing hasn't yet caught up to.

· 3 min

Klaviyo's Dark Factory: What It Looks Like When a 2,300-Person Company Goes All-In on Agents

Klaviyo required all 2,300 employees to reach L3 AI proficiency by June 2026. The 'dark factory' model and Composer product show what systematic agent adoption looks like at scale — and what it produces.

· 3 min

Buying an Online Business: Red Flags by Monetization Type

Due diligence looks different depending on whether you're buying a SaaS, Amazon FBA, content site, app, or YouTube channel. Here's what to verify — and the question that matters most for each model.

· 4 min

What a $338,470 Exit From a 13-Year Amazon Brand Actually Looks Like

A UK heritage homeware business with $633K annual revenue sold via Flippa's M&A advisory division at a 1.32x SDE multiple. The mechanics that made it work — and what nearly killed the deal.

· 3 min

How Mailchimp Went from $1B+ ARR to Shrinking Inside Intuit

Intuit paid $12B for Mailchimp in 2021. By 2026 it was a drag on earnings, excluded from growth reporting, and invisible to AI agents. The mechanism behind a SaaS death spiral.

· 3 min

5 Learnings from Palo Alto Networks at $11.4 Billion in Revenue

Palo Alto Networks hit $11.4B ARR, 60% growth, and doubled its stock price in twelve months. The mechanics behind the run reveal what separates compounding security platforms from the rest.

· 3 min

How Mailchimp Went from $1B ARR and Growing to Shrinking Inside Intuit

Mailchimp peaked at $1.06B in annualized revenue in 2022 and hasn't published separate figures since. Here's how a focused product that won by doing one thing became a multi-product suite that did several things poorly.

· 3 min

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