How to value SaaS software built with AI-assisted workflows

Valuation should start with the same fundamentals that matter elsewhere in SaaS: revenue quality, transferability, documentation, support burden, and technical clarity.

Where AI-assisted workflows change the conversation is in how buyers underwrite maintainability. If the software depends on prompts, automation glue, or external model providers, the buyer needs that dependence disclosed early and clearly.

A marketplace can improve the first layer of trust, but it cannot replace diligence. The right output is a better-structured asset review, not a promise that every unknown has been removed.