Episode 836 | The 5 A.I. Moats Acquirers Value Most

What It Covers

Einar Vollset, founder of Discretion Capital, outlines five AI moats that SaaS acquirers now require in 2026, explains how private equity sentiment has shifted since 2021, and details why businesses with zero moats are being rejected before reaching investment committees.

Key Questions Answered

• •Market entry threshold: The minimum ARR required to attract serious acquisition interest has risen from $1M in 2021 to $2M in 2026. Private equity firms now also scrutinize both gross revenue retention and net revenue retention, whereas in 2021 only NRR above 100% was the primary filter for deals.
• •Hardware-software coupling moat: Products that integrate tightly with a physical hardware layer — custom sensors, EV chargers, warehouse printers — create replacement friction that goes beyond an API swap. Physical downstream effects make these systems costly to replicate, and what was once considered a scaling liability is now viewed as a durable acquisition advantage.
• •Proprietary data with closed feedback loops: Data must flow in but not leak out via open APIs. Businesses where a competitor cannot extract a complete, timestamped dataset and replicate the system hold a defensible position. The moat depends on continuous, exclusive data accumulation — a static snapshot has no value without the ongoing refresh.
• •Operational embed and switching costs: When a product becomes the system of record for daily workflows, approvals, reporting, and team routines, replacement risk outweighs software cost savings. Buyers consistently underestimate how little businesses prioritize switching to save money versus the operational risk of migration, retraining, and potential downtime.
• •AI-native SaaS faces higher scrutiny: Fast-growing AI-native products face harder acquisition questions, not easier ones. Private equity firms, unlike venture capitalists, must underwrite downside risk. Vollset cites a case where ZyraTalk generated 22 management meetings but zero private equity LOIs — the deal closed with a strategic buyer, EverCommerce, instead.