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The shift from ARR multiples to gross profit multiples is reshaping SaaS valuations. Covers why AI margins force the change, current benchmarks by stage, Rule of 40 recalibration, and how founders should position for fundraising or exit.24 min read
50% of horizontal productivity SaaS faces acquisition or pivot by end of 2026. This analysis maps the survival framework: platform + data moat vs commodity point solution. Covers disruption patterns, category-by-category risk assessment, and strategic options.25 min read
AI agents with SaaS write permissions create a new class of insider threat. This guide covers prompt injection attacks, agent permission architecture, zero-trust for AI, audit trails, and the security frameworks buyers now demand.25 min read
How AI inference costs are compressing SaaS gross margins from 80% to 52%. Covers margin architecture, cost optimization strategies, model selection economics, and how to maintain profitability while shipping AI features.25 min read
Tomasz Tunguz predicted $25B+ in defensive SaaS acquisitions in 2026. This guide covers why PE and big tech acquire what VCs reject, how to position for acquisition, valuation in down markets, and the founder's playbook for M&A readiness.24 min read
AI agents now consume SaaS products at machine speed without human oversight. This guide covers how to price, meter, rate-limit, and bill for autonomous agent usage — including credit wallets, task-based billing, and agent tiers.24 min read
Complete guide to implementing outcome-based pricing in SaaS. Covers attribution frameworks, pricing architecture, migration playbook, and real examples from Salesforce Agentforce, Intercom Fin, and Zendesk.24 min read
88% of CS teams use AI, but only 7% scale it. This guide covers the AI-powered CS operating model — from predictive health scoring and automated playbooks to human-AI handoff design and the metrics that matter when machines manage your customers.24 min read
AI coding agents like Cursor and Claude Code are letting enterprises build custom tools in days, not months. This guide covers which SaaS categories face existential build-vs-buy risk, which are safe, and how to defend your product.24 min read
The complete guide to signal-based selling for B2B startups — how to use intent data, product signals, and buying triggers to close deals 3-5x faster than cold outbound.24 min read
Enterprise buyers want to try before they talk to sales. Here's how Notion, Figma, and Vercel built self-serve pipelines to six-figure contracts — and how your startup can too.26 min read
How reverse trials — giving users full product access before downgrading — convert 2-3x better than freemium. The complete playbook with case studies from Ahrefs, Loom, and Calendly.24 min read
Revenue Operations is the fastest-growing ops role in SaaS — and startups that adopt it early grow 19% faster. The complete RevOps playbook for teams under 50 people.24 min read
How product-qualified accounts (PQAs) use product usage signals to identify buying intent — and why they convert 5x better than marketing-qualified leads in B2B SaaS.24 min read
Product-market fit without channel fit leads to slow death. Brian Balfour's PMCF framework — updated for 2026 — explains why some channels work for your product and others never will.26 min read