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AI Engineer World's Fair

In the AI era, building is no longer the bottleneck — distribution is. A practical session on turning yourself, the founder, into your strongest growth channel.

GTM Is You - Victoria Melnikova, Evil Martians · Victoria Melnikova

13 min
AI Product

13 min total·Actually worth watching closely: ~1 min·1 must-watch clip

Orange = the 1 minutes worth watchingFor the rest, the guide is enough
Segment guide · 7 segments
  1. 0:00 2:10Listen

    Why distribution is harder than building in 2026

    Opens with the core claim: AI has made writing software easier than ever while filling feeds with generated slop, so cutting through the noise has become the real bottleneck — and technical founders generally hate marketing.

    Nine out of ten early-stage dev tool companies have stronger product signal than revenue; the cause isn't a bad product, it's that nobody is doing distribution.

    A purely spoken argument with nothing on screen — fine to listen to on a commute.▶ Jump to 0:00
    Speaker · Victoria Melnikova
  2. 2:10 3:20Skim

    PMF Compass: self-diagnose on signal x revenue

    A framework derived from analyzing thirty-seven successful dev tool companies: signal stronger than revenue means work on distribution, revenue stronger than signal means work on the product, equal means go forward at full speed.

    Locate yourself on the two axes first, then decide where the resources go — don't run growth on instinct.

    The one slide in the talk judged worth a frame grab; a glance at the diagram is faster than listening to the description.▶ Jump to 2:10
    Speaker · Victoria Melnikova
  3. 3:20 5:14Listen

    The six steps of go-to-market hygiene

    Walks through all six: validate the value proposition with paying customers, find the shelf space your product occupies in a developer's life, pick channels from that and become the authority on the problem, learn the ecosystem and cross-pollinate, know your foes and differentiate, and distribute early.

    Distribution starts before the product is ready, not after it's finished.

    A spoken checklist with no visuals — worth listening closely and taking notes against.▶ Jump to 3:20
    Speaker · Victoria Melnikova
  4. 5:14 7:00Listen

    Come to San Francisco: it's a network game

    Makes the case for SF's unfair advantage: clients, peers, new builders and VCs are all concentrated here, and the notion goes that staying in SF after YC means fundraising twice as much, twice as fast.

    Location itself is distribution leverage, and access to SF is a network effect that's very hard to unseat.

    Opinion and anecdote, no visual dependency — listening is enough.▶ Jump to 5:14
    Speaker · Victoria Melnikova
  5. 7:00 8:37Listen

    The signaling value of billboards and self-hosted events

    Covers loud outdoor advertising and running events: billboards earn mindshare on a subconscious level and can even stand in for funding news as credibility backing, and everything from padel games and dinners to your own user conference is part of the SF playbook.

    A company without VC backing can use billboards as a credibility proxy, and user conferences are moving downstream to earlier-stage companies.

    Mostly a run of examples; the chapter is marked as having nothing worth watching, so just listen and absorb the cases.▶ Jump to 7:00
    Speaker · Victoria Melnikova
  6. 8:37 10:40Listen

    Do crazy things, embrace failure

    Encourages outsized marketing — fly a banner over SF, run a crazy campaign, open a cafe, brand your coffee, name an ice cream — and treats failure as the built-in cost of playing loud, citing companies like PlanetScale.

    Crazy marketing is fundamentally about announcing to the world that you exist; perfect is boring, and if you fear looking foolish you won't win mindshare.

    Story-driven and spoken, with no live demo — good for relaxed listening.▶ Jump to 8:37
    Speaker · Victoria Melnikova
  7. 10:40 12:33Listen

    Being unapologetically yourself is the moat

    The closing argument: your quirks can become a pillar of your brand, and founder-led sales builds trust because people want to see a real human behind the product. AI can't replace you, but it can amplify your signal on a personal level and a team brand level.

    A founder's personal brand can't be delegated and is very hard for AI to replace — a moat that carries into 2030.

    An emotional, values-driven close; purely spoken, and hearing the speaker's own sincerity at the end is itself the content.▶ Jump to 10:40
    Speaker · Victoria Melnikova