591 companies scored with the Software & SaaS Specialized template — moat analysis optimized for software, saas, and it services companies.
Updated 8 days ago
Software costs almost nothing to reproduce, so the entire economic question is whether customers keep paying. Revenue is a subscription rather than a sale, the cost of winning a customer is paid years before that customer becomes profitable, and margins arrive only if renewals hold. The Software & SaaS template scores retention, reinvestment, and the point at which growth turns into cash.
In software, pricing power is visible in gross margin: a vendor that has to discount in order to renew gives it up first. Sustained premium gross margins mean the product is embedded in a workflow the customer would have to rebuild in order to replace it — pricing defended by the cost of leaving rather than by contract terms.
Recurring revenue is the model's central claim, and it is a moat only when customers renew and expand without being re-sold each year. The signature is revenue that grows smoothly and is backed by contracted future obligations — deferred revenue and bookings rising alongside it — rather than revenue that has to be won again every cycle.
Software is competed away rather than depreciated, so a vendor that stops investing loses its category. The defense is reinvestment that stays productive: research spending high enough to defend the roadmap while growth and margin remain in balance. Heavy spending alongside slowing growth suggests the product is being maintained rather than extended.
The test of a software business is whether growth eventually stops consuming cash. Because platform costs are largely fixed, incremental revenue should convert into operating and free cash flow at a very high rate once the customer base is large enough. A company growing quickly without that conversion improving is buying revenue rather than compounding it.
A software platform employs very little capital, so a genuine franchise should produce high returns on it without leverage. Returns achieved that way say the advantage is the product; returns achieved through debt or acquisition accounting say considerably less. Durability across several years matters more than the level in any one of them.
Software companies fund years of customer acquisition before those customers pay back, which makes access to capital a strategic variable rather than a treasury detail. A net cash position and comfortable liquidity mean the roadmap and the sales engine survive a funding-market shutdown — precisely when weaker competitors cut the spending that retains customers.
Palantir Technologies Inc. (PLTR), Dave Inc. (DAVE), Dave Inc. Warrants (DAVEW) currently hold the widest moats of the 591 companies in the group, led by Palantir Technologies Inc. at 81 out of 100. The full ranking is on this page, and each company links through to the six defenses behind its score.
Software costs almost nothing to reproduce, so the entire economic question is whether customers keep paying. Revenue is a subscription rather than a sale, the cost of winning a customer is paid years before that customer becomes profitable, and margins arrive only if renewals hold. The Software & SaaS template scores retention, reinvestment, and the point at which growth turns into cash.
It scores 6 defenses: Pricing Power, Recurring Revenue Stickiness, Innovation Engine, Cash Scalability, Capital Efficiency, Balance Sheet Resilience. Each is measured independently and then weighted, so a company can be strong on one and weak on another. The weights differ from other templates because the defenses that decide who wins in Software & SaaS are not the ones that decide it elsewhere.
Across the 591 companies in this group the median moat score is 50, with the middle half falling between 33 and 63. A score above the upper quartile puts a company in the strongest quarter of its industry. Because scores are percentile-based, roughly half of any industry sits below its own median by construction.