---
id: "prereq-saas-metrics"
type: "prereq"
source_timestamps: ["00:10:34"]
tags: ["finance", "saas"]
related: ["concept-saas-per-seat-collapse"]
reason: "Comprehending the crisis in the software industry requires knowing that SaaS companies are historically valued based on recurring revenue tied to the number of human employee licenses (seats)."
sources: ["s17-3-model-drops"]
sourceVaultSlug: "s17-3-model-drops"
originDay: 17
---
# SaaS Valuation Metrics (Per-Seat Pricing)

## Why You Need This

The SaaS shift in this video ([[concept-saas-per-seat-collapse]] · [[claim-saas-layoffs-pricing]]) only makes sense if you understand how SaaS companies historically make money and how they are valued by public markets.

## The Model

Traditional SaaS economics rest on a few load-bearing assumptions:

- **Per-seat licensing.** Customers pay a monthly fee per human user.
- **Linear revenue scaling.** As customers grow headcount, they buy more seats.
- **High retention / low churn.** Recurring revenue is durable; net revenue retention often >100%.
- **Valuation multiples on ARR.** Public-market multiples reward predictable, growing seat-based ARR.

[[entity-atlassian]] (Jira/Confluence), Salesforce, and most major SaaS companies are built on this foundation.

## Why It Matters For This Vault

AI agents break the **linear revenue scaling** assumption. If 10 agents replace 100 employees, seats fall while customer business activity rises — completely unhinging revenue from customer success. Without understanding the historical model, the threat to SaaS valuations and the resulting [[claim-saas-layoffs-pricing]] story is hard to parse.

## Related
- [[concept-saas-per-seat-collapse]]
- [[claim-saas-layoffs-pricing]]
- [[action-pivot-saas-pricing]]
- [[entity-atlassian]]