Case study

Closed-door GTM panelAug 26, 2026San Francisco116 in the room

Scaling Beyond the Founder — Channels, Budgets & Pricing Power

GTM Series No. 2 put 116 founders and operators in a closed San Francisco room with four operators who had already taken a product past its first ten customers. One question all night: once founder-led sales stops scaling, what actually decides the next stage — the channels you pick, the budget you commit, and the price you charge. Cohosted with Numix.

In partnership withNumix

The deeper read

From the field notes.

The case study explains how the room was built. The companion story goes further into what was said, what changed, and what other founders and operators can use.

Jo Zhang, Adam Cai, Eric Lay, Mayur Sethi, and moderator Yvonne Zheng on stage at Scaling Beyond the Founder, OpenStages GTM Series No. 2 in San Francisco
GTM & Growth

6 min read

How Do AI Startups Get From 10 Customers to 100?

Founder-led sales gets you your first 10 customers. It will not get you to 100. A closed-door room of 116 in San Francisco on what decides the next stage — the channels you pick, the budget you commit, and the price you charge.

Read the guide
01

Channel choice follows product type, not preference: embedded B2B partnerships run 9–12 months to revenue, while niche service partners and performance-driven B2C channels can close in about 90 days.

02

Pricing starts cost-plus and earns its way to value-based — the first logos come from asking what it would take to sign today, the right price from real time with customers.

03

Budget on a roughly 80 / 15–20 exploit-explore split, with every new channel bet run as a time-boxed experiment rather than an open-ended one.

founders and operators in the room
116

founders and operators in the room

operators plus a moderator
4

operators plus a moderator

edition of the monthly GTM Series
2nd

edition of the monthly GTM Series

What came out of it.

  1. 01

    Open source as the enterprise funnel, not a growth hack: ComfyUI reached ~100K GitHub stars and 4M+ users through technical communities, then let internal champions pull it into enterprise deals — with usage data pointing at the highest-value verticals.

  2. 02

    Channel choice follows product type: embedded B2B partnerships run 9–12 months to revenue, while niche service partners and performance-driven B2C channels can close in about 90 days.

  3. 03

    Pricing starts cost-plus and earns its way to value-based — “What would it take for you to sign up today?” gets the first logos; real time with customers gets the right price.

  4. 04

    Budget on a roughly 80 / 15–20 exploit-explore split, with every new channel bet time-boxed rather than open-ended.

Photos

From the room.

The Scaling Beyond the Founder panel on stage in San Francisco — operators from ComfyUI, Numix, Virio, and Fractional with moderator Yvonne Zheng of NxLead
01/03The Scaling Beyond the Founder panel on stage in San Francisco — operators from ComfyUI, Numix, Virio, and Fractional with moderator Yvonne Zheng of NxLead
Adam Cai of Numix answering a question under the Scaling Beyond the Founder title slide at OpenStages GTM Series No. 2
02/03Adam Cai of Numix answering a question under the Scaling Beyond the Founder title slide at OpenStages GTM Series No. 2
Founders and operators in the audience at the OpenStages GTM Series closed-door session in San Francisco
03/03Founders and operators in the audience at the OpenStages GTM Series closed-door session in San Francisco

After the room

What people said.

Public posts from people who were there. Each card opens the original LinkedIn.

See the speakers

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