Developer tool startups often have stronger product signal than revenue, so distribution is where they need to work.
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Early go-to-market starts with a clear paid problem, a place in a developer's workflow, the right channels, ecosystem relationships, and distribution before the product is finished.
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A founder's personal traits can build trust and give the company a signal that AI can amplify but cannot easily replace.
Summary
Victoria Melnikova argues that distribution has become the main constraint for developer tool companies because building software is easier and AI has filled feeds and inboxes with low-quality outreach. Drawing on interviews with founders including Sam Lambert, David Cramer, Paul Copplestone, Ivan Burazin, Zeno Rocha, and Jason Bosco, she describes a go-to-market process that starts with a painful, validated problem and paying customers. Founders then need to understand where the product fits in a developer's life, choose channels, build relationships across the ecosystem, distinguish themselves from competitors, and distribute before the product is ready. She gives San Francisco a major role because of its dense network of customers, founders, and investors. Events, billboards, unusual campaigns, and public failures can help a company earn attention. Her main advice is to build around the founder's real interests and quirks. Founder-led sales works because customers want to see the person behind the product, while AI can extend that person's signal.
Distribution is the bottleneck for many developer tool startups
Melnikova says building software has become easier, so the constraint has moved to distribution. Evil Martians' Product-Market Fit Compass compares product signal with revenue. When product signal is stronger, the company should work on distribution; when revenue is stronger, it should work on the product. She says that happens nine times out of ten with the early-stage developer tools they work with. Her explanation is that technical founders often dislike marketing, while AI has made feeds and inboxes difficult to separate from generated outreach and low-quality content.
Go-to-market starts with a paid problem and a clear place in developer workflows
The foundation is a value proposition built around a painful problem, validated by customers who are willing to pay. Founders also need to understand the product's "shelf space" in a developer's life. That determines which channels make sense and where the company can become an authority. Melnikova adds ecosystem work: build relationships with allies, understand competitors, and find ways to distinguish the product. Technical founders should distribute early, sometimes before the product is ready.
San Francisco gives founders access to dense networks
Melnikova's first lesson from San Francisco developer tool founders is to come to San Francisco. She says founders can meet customers and friends in person there, while investors are concentrated in the city. Sam Lambert says it is easy to talk with people who are new to the industry or building companies. David Cramer describes San Francisco as unfairly advantageous for founders and venture activity when someone can access its network. The argument is specifically about proximity and relationships, rather than a remote marketing channel.
Visible marketing can signal that a young company exists
Melnikova uses San Francisco's banners, Muni buses, buildings, and highways as examples of visible advertising. She says these campaigns signal that a company exists and may have created a new category, while also helping people remember the company. A TypeSense founder explains that billboards gave the company a credibility proxy because it did not have venture funding milestones to announce. The feedback was that people assumed the company was larger because they saw hundreds of billboards around San Francisco.
Events and unusual campaigns give developer tool brands places to meet people
Founders can organize or attend events in many formats, including technical meetups, breakfasts, dinners, launch parties, and user conferences. Melnikova points to Supabase Select as an example of a developer tool company running its own conference. She also encourages unusual tactics such as flying a banner over a city, opening a cafe, branding coffee, or naming an ice cream. Her reason is practical: playful marketing is visible, and the enjoyment behind it comes through to the audience.
A public failure can attract attention when the recovery is good
Melnikova says companies often try to appear perfect, but perfection is boring and people respond to a good failure story. She gives a founder interview about abandoning a business with $300,000 in annual recurring revenue and starting again. The founder says the decision was right and should have happened sooner, while also admitting that doing it two months earlier might have been better. Melnikova's advice is to treat failures as opportunities when the company can recover in an honest and appealing way.
Personal quirks can become part of a company's brand
Melnikova asks founders to identify the traits, interests, and activities that come naturally to them. Those quirks can become a "genius zone" and a pillar of the founder's personal brand. She believes audiences are returning to carefully made work, including craft, design, and well-written text, even while AI automation expands. For technical founders, that creates room to make distinctive work themselves. The founder's real preferences give the company material that is harder for another company to copy.
AI can amplify a founder's signal while trust still comes from a person
Melnikova says AI can amplify what a founder brings forward in text, video, and team or company branding. It cannot replace the founder's unique identity in the same way. Founder-led sales remains especially useful for early-stage startups because customers want to see a real human behind the product. Zeno Rocha describes his own approach as being organic and avoiding an overplanned personal-brand strategy. Melnikova concludes that a founder's personal brand can become a moat as AI improves.
"Building software has never been easier, which means that the bottleneck has moved. Now, the bottleneck is the distribution."01:42
Who should watch
You are a technical founder whose product gets interest from developers but has weak revenue or an unclear distribution plan.
Your startup needs ways to build trust and attention before it has major funding milestones or a finished product.
You want to use founder-led sales and personal content without inventing a public persona that does not fit you.
