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codex · operators · Jason Lemkin · ins_t2d3-saas-growth-trajectory

10 unaffiliated paying customers = PMF floor. Then T2D3 (or T3D3) maps the path to scale.

By Jason Lemkin · Founder & CEO SaaStr; ex-CEO EchoSign · 2026-03-03 · essay · Jason Lemkin — T2D3 / T3D3 SaaS growth trajectory

Tier A · TL;DR
10 unaffiliated paying customers = PMF floor. Then T2D3 (or T3D3) maps the path to scale.

Claim

PMF floor: 10 unaffiliated paying customers (not friends, not network). Don't kill a product that has 10 paying strangers, even at $20/month, because the path from 10 to 100 is almost always achievable. From there, T2D3 is the venture-backed SaaS trajectory: $1-2M ARR → triple to $3-6M → triple to $9-18M → double to $18-36M → double to $36-72M. Top-tier companies now follow T3D3 (triple three times before doubling) reflecting the higher investor bar.

Mechanism

The framework is diagnostic, not aspirational. If a company can't maintain these growth rates, one of three things is true: the market is smaller than assumed, the product lacks differentiation, or the GTM motion is inefficient. Each milestone triggers specific organizational changes, different hires, different metrics, different mistakes to avoid. The founder who knows which stage they're at makes structurally different decisions than the founder optimizing for arbitrary growth.

Conditions

Holds when:

Fails when:

Evidence

"10 unaffiliated customers — people who are not your friends, former colleagues, or existing network, who pay money for your product."

"T2D3: reach $1-2M ARR, then triple to $3-6M, triple again to $9-18M, then double twice to reach $36-72M."

· Jason Lemkin (synthesized from operator's published work)

Signals

Counter-evidence

Post-2022 SaaS reality has bent the T2D3 curve for many companies, capital-efficiency discipline now substitutes for raw growth in investor evaluation. Some categories (vertical SaaS, infrastructure) sustain healthy businesses well below T2D3 trajectories.

Cross-references

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