From MVP to MVD: How to Build the Distribution Your Product Actually Needs
A few years ago, the hardest part of building a startup was building the thing. Shipping a working product took months, required a full engineering team, and consumed most of the runway before a single customer walked in the door.
That constraint is gone. AI-assisted development, low-code platforms, and cloud infrastructure have compressed what used to take quarters into days. A solo founder can now describe a product in plain language and have a working version by the end of the week. The MVP framework was born from scarcity. The scarcity is over.
So what is hard now?
The real bottleneck has shifted
Sajith Pai, a VC at Blume Ventures, put it plainly: with AI making product creation trivial, shipping an MVP proves very little. What does building one actually prove? Not much, beyond the founder knowing how to use the right tools. What VCs and the market now look for is proof of the opposite capability: can you actually reach people?
Pai calls this the MVD, the Minimum Viable Distribution. Instead of shipping code as the milestone, founders should be building evidence that they can acquire and engage an audience: a community around the problem, a personal brand with genuine reach, a network of early adopters ready to spread the word, or partnerships with people who already have the audience you need.
AJ Bubb, writing for Forbes, arrives at the same place from a different angle. He introduces the MLP, the Minimum Lovable Product, and makes a point that is easy to miss: the prize is not the prototype. The prize is the insight. Speed to learning beats speed to launch. But speed to learning only works if you have the right people to learn from. That is, again, a distribution problem.
Both frameworks agree on the same underlying shift. The constraint has moved from building to reaching.
How Trevally learned this from its own journey
Trevally started as FileFinder, a product focused on files and file-sharing. The MVP was real: a working tool solving a genuine problem. But as the product grew, one thing became clear. Everything revolved around contacts. Who sent a file, who received it, who was most active, who mattered most in a given week. The files were not the point. The relationships behind them were.
That insight drove the evolution into Trevally: a personal CRM that builds itself from your inbox, with contacts at the center and everything else (files, messages, tasks, pipelines) orbiting around them. The product changed completely. The underlying truth did not. People, and the relationships between them, were always the core.
This is exactly what Pai describes. The customer product will change, but your network and your community cannot change that easily. The early users and relationships that came before the pivot carried through it. The distribution was not built by the product. It was built by the people who believed in it before it became what it is today.
What this means if you are building something now
Three things follow directly from this shift.
Your product will change. Your network will not. Early users who trusted the first version of a product are still part of the story after every pivot. That loyalty does not come from the product; it comes from the relationship. Invest in your network before you need it.
Distribution cannot be AI-generated. You can use AI to build faster, write faster, and analyse faster. But the credibility that comes from a genuine community, a trusted audience, or a respected personal brand is still earned through consistent human presence over time. That is the moat that does not compress.
Speed to learning only works with the right people in the loop. Building and testing simultaneously, as Bubb describes, requires someone on the other end. The quality of your distribution network determines the quality of your early feedback. A weak network gives you weak signal.
How Trevally helps you build and manage your distribution
Your network is your distribution, and like any asset, it degrades without maintenance. Trevally is built specifically to keep that asset active and organized, without manual data entry or spreadsheet archaeology.
See your network at a glance
The Trevally Dashboard gives you a live read of your most important relationships: who you have been exchanging most with, what is moving through your network, and how your contact base is growing over time.
For a founder managing distribution, this is the signal layer. You can see at a glance which relationships are active and which are going quiet before they go cold.
Surface the relationships worth re-engaging
The Dashboard also surfaces contacts you have not connected with recently but probably should. These are early adopters, potential partners, and warm introductions that have been buried under the volume of daily communication.
In the MVD playbook, these are exactly the people who can open a door: someone who already knows your work, an operator with the right audience, a founder who can make an introduction. Trevally keeps them visible so they do not disappear from your radar.
Track your distribution pipeline
Distribution is not a single conversation. It is a series of relationships at different stages: someone you have just reached out to, a partnership you are warming up, a community you are building. Managing all of that across email threads and memory does not work.
Trevally's Kanban boards let you organize these conversations as a structured pipeline. Each card is a contact. Each column is a stage. You move people through as the relationship progresses, and you never lose track of where things stand or what action is needed next.
This is the operational layer of your MVD: a clear view of every distribution relationship and what it needs next.
Start every conversation informed
Walking back into a relationship after months of silence without context is the fastest way to lose trust you spent time building. Generic follow-ups feel exactly like what they are.
The Trevally Contact Card keeps the full history of every relationship in one place: every message exchanged, every file shared, every note, every task. When you reach back out, you know exactly where you left off and what matters to that person.
For founders managing a large network across investors, early users, media contacts, and potential partners, this is the difference between a meaningful conversation and a missed opportunity.
Where Trevally stands today
Trevally is a personal CRM that builds itself from your email. No data entry, no import forms, no manual upkeep. Connect your inbox and your contact base is ready: every person you have ever exchanged with, organized, enriched with context, and kept up to date automatically.
The product started with files. It grew into contacts. Today, contacts are the center of everything, because they always were.
For founders in the MVD era, that is the right foundation. Your product is what you ship. Your network is what gets it seen.
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