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The code was easier than explaining what my product actually does

I’m learning that building the product is sometimes easier than explaining the product.

I built a small CRE data tool that turns LoopNet + Crexi searches into a cleaner first-pass market file.

At first, I explained it like a developer:

  • pulls listings from multiple sources
  • deduplicates properties
  • normalizes cap rates
  • adds days-on-market when available
  • includes broker/contact fields when public
  • exports to CSV / Excel / JSON / API

Technically accurate.

But not very useful as a pitch.

Because when I explained it that way, people heard “data pipeline” or “scraper.”

That was not really the job.

The actual job is closer to:

“Give me a clean market file I can trust enough to start broker research or first-pass deal review.”

That small shift changed how I think about the whole product.

The value is not “I can collect rows.”

The value is:

  • Is this listing duplicated across sources?
  • Where did this number come from?
  • Is the cap rate declared, estimated, or missing?
  • Is the broker info actually available?
  • Can I open this CSV and understand the market faster?

That is also why I stopped trying to position it as a giant platform replacement. That would be dishonest and honestly not very believable.

It is not trying to be a full enterprise CRE platform.

It is trying to be a cheaper, cleaner first-pass data layer for people who want structured listing intelligence before spending hours checking portals manually.

The current version is here if anyone wants context:
https://apify.com/kazkn/commercial-real-estate-brokerage-intel?fpr=8fp2od

The product lesson for me:

A feature list makes sense to the builder.
A workflow outcome makes sense to the buyer.

Curious how other founders handle this.

When you build something technical, how do you know when your positioning is describing the product… versus describing the code behind the product?

on June 15, 2026
  1. 1

    I'd be careful with one thing.

    The interesting question may not be whether the positioning describes the workflow instead of the code.

    It may be what decision the buyer is actually making when they reach for the workflow in the first place.

    Those sound similar, but they can lead to very different conclusions about what the product is, who it is for, and which signals deserve attention.

    I wouldn't make that call casually from the current framing.

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