Posted on Jul 24

Product Hunt, MCP hubs, and directories can prove availability. They do not prove distribution.

#startup #saas #producthunt #ai

I keep seeing the same launch result show up in slightly different clothes.

A founder launches on Product Hunt. Some people look. Almost nobody signs up.

Another builder submits an MCP server to hubs and package indexes. The listing is live. Installs stay close to zero.

Someone else gets a WordPress plugin approved, or submits to a dozen startup directories, then checks analytics a week later and sees almost no movement.

The tempting read is:

"That channel does not work."

Sometimes that is true. But the sharper signal to separate first is narrower.

Those surfaces may have proven availability, not distribution.

Availability means the thing exists somewhere a person could find it.

Distribution means the right person has a reason to find it, trust it, understand what to do next, and move it into a real workflow.

Those are not the same test.

Product Hunt can prove that early adopters were willing to look at the product page. It does not prove that visitors had a current reason to create an account, move data, invite a teammate, or change how they already work.

An MCP hub can prove that a server is packaged and listed. It does not prove that a user reached a useful tool call, remembered when to invoke it, or came back after the first install.

A plugin directory can prove the plugin was approved. It does not prove that anyone is searching that directory with the exact pain the plugin solves.

The problem is that all of these results look clean in a launch report.

Published.
Listed.
Approved.
Indexed.

Those words feel like progress. They are progress, but they are not buyer movement.

The next question is not "where else can this be listed?"

It is:

Where did the movement stop?

Did people never arrive?
Did they arrive but not understand the promise?
Did they understand it but not trust it?
Did they try it once but fail to reach the first useful result?
Did they reach the result but have no reason to repeat the behavior?

Those are different failures.

More listings can only fix the first one.

This is especially easy to miss with AI tools and agent products because the build can be impressive before the adoption path is real. A demo can work. A README can be clean. A Product Hunt page can look polished. An MCP server can be technically valid. None of that proves the product has entered a buyer's working day.

So if a launch, listing, or directory submission produces silence, I would be careful calling it a distribution failure too quickly.

It may be a pre-distribution result.

The thing is on a shelf.

The harder question is whether there is a route from that shelf into someone's work.

Longer notes I keep on the two narrower versions of this: