Pylon's 50% Ticket Deflection Stat Proves AI Support Works — and That Deflection Is the Wrong Metric
A 1,000-person support team deflected 50% of tickets with AI and reduced headcount by zero. Pylon's founders explain why that outcome is actually the right shape of AI-driven CX improvement.
Atlassian Deleted Loom's Free Viewer Seats — and Destroyed Its Distribution Engine
Loom's free Creator Lite tier converted 90 viewers into 100 paying seats overnight. What looked like seat expansion was actually the end of the product-led growth engine that made Loom viral.
How a True Crime YouTube Channel Sold for $600K in 43 Days on Flippa
A two-channel digital media portfolio earning $854K annually sold for $600K at 0.7x revenue — 43 days from listing to close. The deal structure that made it work, decoded.
The Accountability Scorecard: 10 Questions That Reveal If You're Actually Building a Trustworthy Business
A CEO's practical 10-question scorecard for measuring accountability across customers, talent, and public commitments — and why scoring a 10 is the most suspicious result.
Backstory Tiered 141 Customers in 3 Days. It Used to Take Five Teams a Quarter.
Backstory tiered 141 customers in 3 days using AI agents and Slack data. The finding that disproved its own segmentation model is the part worth learning.
5 Things Shopify at $14B Tells You That Most Investors Miss
AI orders tripled at Shopify in Q2 2026, but the structured catalog finding on AI commerce conversion is what should reshape your strategy for agentic commerce.
Google Is Rewriting Search: What Entrepreneurs Must Do Before Competitors Do
Google published its first official AI search optimization guide as small publishers see 60% traffic drops. Entrepreneurs who treat GEO as optional are already behind.
SDE vs. EBITDA: The Valuation Metric That Determines Your Exit Multiple
Below $2M in enterprise value, SDE is the right metric. Above $5M, EBITDA dominates. Using the wrong one in negotiations doesn't just reduce your valuation — it signals to buyers you don't know your own business.
Airtable Sold for $2.25B: The SaaS Valuation Reset That Founders Need to See
Airtable raised $1.4B at an $11.7B peak, tripled its ARR, and still walked away at 2.7x — the number every SaaS founder needs to understand before their next round.
Andon Labs Gave an AI Agent a Store and $100K. Luna Is Down $62K.
Andon Labs' Luna AI managed a San Francisco retail store — curating inventory, managing staff, and burning through $62K of a $100K budget. What the experiment reveals about autonomous AI limits.
Nue's Guided Selling Playbook: 2 Minutes to Configure, 90 Days to Implement — Here's Why
Nue's AI-powered CPQ lets you build a guided selling playbook in minutes using plain English. The 90-day implementation timeline isn't a product problem — it's a data quality problem every revenue ops team needs to understand.
5 Learnings from Palantir at $7.7B ARR: 93% Growth, 157% NRR, Rule of 40 Score of 155
Palantir's Q2 2026 numbers break several assumed laws of enterprise SaaS: 12 consecutive quarters of acceleration, fewer than 1,100 customers, and a Rule of 40 score most companies never reach. Here's what's actually driving it.
Your Financial Statements Assume a Human Customer. That's a Problem Now.
When AI agents drive your revenue, CLV, churn analysis, and stress testing all break the same way — here's the four-part framework for accounting for a customer that doesn't remember you.
Marketing Doesn't Create Momentum. It Amplifies It.
SaaStr's Jason Lemkin closed $120M+ in sponsorship sales believing struggling companies should spend more on marketing. The data proved him wrong — and the fix is counterintuitive.
How to Track Your Brand's AI Visibility: A 5-Layer Framework
A five-layer system for separating AI citations, mentions, and recommendations — so you measure what drives revenue, not vanity visibility.
2026 IPO Market: A Record Year That's Really Just One Company
PitchBook says 2026 is the biggest US IPO year in history at $1.79 trillion. Take out SpaceX and the other 43 IPOs are worth just $17 billion.
She Built a $9K-$12K/Month Side Hustle Ghostwriting LinkedIn Posts
Brandi Dunham started with $50 and six cold outreach messages. Eighteen months later she's ghostwriting LinkedIn content for six executives at $1,200-$2,500/month each.
The 3-Part Framework for Getting Your Service Business Cited by AI Search
AI search engines break queries into sub-questions and cite sources that answer them directly — generic service pages match nothing. Here's the framework that gets cited instead.
8 Things About Exit Valuation Most Founders Don't Know Before They Sell
Below the $8 million mark, no banker tells you what your business is worth. Eight levers quietly decide the exit price, and most founders never touch them.
How to Sell a SaaS Business: Inside a $230K Flippa Exit with a 92% Margin
A Delaware AI fintech SaaS sold on Flippa for $230K at a 92% margin, yet the profit multiple was only 1.4x. Here's why margin alone didn't buy a premium price.
An AI Agent Just Fired a SaaS Vendor Nobody Human Would Have Dropped
A decade-long Marketo relationship ended in a week after an AI agent hit API limits and recommended leaving — for $14 in migration cost. Here's what that changes for vendors.
5 SaaStr AI 2026 Sales Lessons Worth Stealing (From Stripe, Vercel, and Salesforce)
From a 32x ROI on one AI sales agent to a 50% conversion lift on abandoned leads, SaaStr AI 2026's sales sessions moved past whether to use agents in GTM to how.
SaaStr Built an AI VP of Finance. It Took Four Deals to Trust It.
SaaStr's AI agent now closes deals, invoices, and chases cash without new software — but it took three costly mistakes before deal four went error-free.
SaaStr Ran 30 AI Agents. Cutting to 20 Made Output 4x Better.
SaaStr's 3-person team hit a wall managing 30 AI agents, not from compute limits but human attention. Cutting to 20 agents quadrupled output.