saas technology
103 articles · page 2 of 9
The Exit Buyer Doesn't Care About Your ARR. They Care About Three Things: Data Depth, Distribution Control, and Whether AI Can Replace What You Built. Two Out of Three Gets You a Meeting. All Three Gets You a Premium.
Buyers prioritize proprietary data, owned distribution, and AI defensibility—two of three gets meetings; all three earn premiums.
Buyers in 2026 Are Running One Question Through Every Diligence Call: "What Moat Survives the AI Disruption Cycle?" If Your Answer Lives in a Feature Set, You're Already Priced at a Discount. Substack
Why feature-based SaaS is devalued by AI and how proprietary data, network effects, and deep integrations form lasting moats.
The Software Companies That Survive This AI Reset Won't Be the Ones With the Best Product. They'll Be the Ones With Proprietary Data That Large Language Models Cannot Replicate and Mission-Critical Workflows You Can't Automate Away. Allianz
Only software with proprietary data and mission-critical workflows will survive the AI-driven SaaS reset.
20. The Founders Who Sell in 2026–2027 at a Premium Will Have One Thing in Common: They Understood That Data Is the Product. Their Software Was Just the Wrapper.
AI-native startups that treat proprietary data as the product command higher valuations, retention, and revenue.
18. Reddit Made $203 Million Licensing Data It Got for Free From Its Users. Your Business Is Generating That Same Data and Giving It Away to Your CRM Provider.
Most companies unknowingly let CRMs use customer behavior and conversational data—learn risks, protections, and how to monetize it.
17. Investors Aren't Looking for Workflow Stickiness Anymore. They're Asking: "If an AI Agent Does This Work, Who Needs Your Software?" If You Don't Have an Answer, Your Valuation Already Does. TechCrunch
Investors now demand proprietary data, workflow control and API-first design as AI agents make many SaaS products replaceable.
16. The Era of "Growth at All Costs" Is Over. The Era of "Whoever Controls the Data Controls the Exit Multiple" Has Begun. Most Founders Are Still Playing the Old Game.
Proprietary data, not growth-at-all-costs, now decides SaaS exit multiples—control your data to win higher valuations.
14. AI Didn't Kill SaaS. Founders Who Never Owned Their Distribution Did.
Own email lists, communities, integrations and growth loops to survive AI disruptions, cut CAC, and improve retention.
11. The iShares Software ETF Is Down 23% Year-to-Date. Anthropic Launched One Product. Salesforce and Workday Are Each Down 40% in 12 Months. These Are Not Random Events. Ai2
AI agents and Anthropic's Claude Cowork sparked a massive software reprice: IGV -23%, Salesforce & Workday -40%, per-seat SaaS under threat.
10. Same ARR. Same Revenue. Different Buyer Underwriting. A 1–3x Multiple Premium Is a $7.5M to $15M Swing on the Same Business. Most Founders Don't Even Know This Metric Exists. Livmo
Revenue quality — not ARR — drives SaaS exit value; NRR, multi-year contracts, and customer concentration can swing multiples by millions.
6. Steve Huffman Looked at Google and OpenAI and Said "We're Not Giving Our Data Away for Free Anymore." Every SaaS Founder Should Read That Sentence Again. TechCrunch
How SaaS founders can stop free data leakage: audit datasets, add paid APIs, enforce licenses, and turn user content into revenue.
5. Your SaaS Customers Are Generating Data Worth More Than Your ARR. You Don't Own Any of It.
Customer data can be more valuable than ARR but is limited by GDPR/CCPA; adopt privacy-first analytics, synthetic data, and clear policies.