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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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