Visualizee

$100/mo for 2 Years → ~$10K/mo After One Pivot

Share:
~$10K/mo
Revenue Now
$100/mo
Stuck 2 Years
~300
Subscribers
6 mo ago
The Pivot
Solo
Bootstrapped

What Visualizee Does

Visualizee turns rough ideas into photoreal images — in seconds.

  • Upload a sketch, a photo, or a 3D model (SketchUp, Revit, and more)
  • Or just type what you want in plain words
  • Get back a realistic render: a home, an interior, a product, a car
  • Try different styles, materials, and colors with one click
  • Turn a still sketch into a short video to send a client

The magic layer is Vizzy, an AI assistant. It works like ChatGPT. You chat, it asks questions, and it writes the perfect prompt for you. No prompt engineering. Built for architects and interior designers who just want the picture.

The Wall They Hit

Piotr Obidowski built Visualizee solo, at night, after his full-time job.

He is a developer in Warsaw, Poland, with 20+ years of experience. He launched in 2023. Then came the hard part:

  • Stuck at about $100/mo
  • For two full years
  • Only a couple of signups a week
  • Barely anyone finished a render

He thought the fix was more traffic and better marketing. It was not.

“For 2 years I blamed slow growth on marketing when the real problem was that my product was too hard to use.”

The whole time, competitors were growing. That kept him up at night — and kept him going.

His logic was simple:

  • Rivals had lots of customers, so the market was real
  • If it worked for them, it could work for him
  • So the job was to find what he was getting wrong

Most people quit a project like this. He did not. That stubbornness is what set up the pivot.

Watch: Piotr Obidowski on Starter Story — the pivot from $100/mo to $10K/mo

Visualizee revenue journey — flat at $100/mo for two years, then a jump to ~$10K/mo after the pivot

The Diagnosis

The problem was hiding in plain sight: the product was too hard to use.

Version 1 was a puzzle

The first version was a node-based editor, a lot like ComfyUI. To make one image, a user had to:

  • Upload an image to create a node
  • Connect it to another node
  • Type settings into a web of boxes
  • Set a pile of parameters
  • Then finally hit generate

Powerful? Yes. But architects do not want to learn a new tool. They gave Piotr blunt feedback: it is too hard.

“Architects don't want to learn how to write a 300-word prompt with the right magic words.”

His ego was the real block

Piotr admits the delay was on him. He loved his first idea too much to change it.

“I stuck too long to the idea that my product was great. That made it hard to pivot earlier.”

The data told the truth

He stopped guessing and looked at the numbers. Almost nobody who signed up ever finished a render. The gap between visitor and first result was the whole business — and it was a wall.

The Fix

Six months ago, Piotr made three changes. Revenue went from ~$150/mo to nearly $10K/mo.

  1. He deleted the node editor. In its place: one chat box. Upload a sketch, say what you want, get a render. That is it.
  2. He added Vizzy, an AI prompt assistant. It asks follow-up questions and writes the prompt for the user. The hard part is now the computer's job, not the customer's.
  3. He switched to subscriptions. One-time payments did not repeat. He moved to monthly plans (Pro $35/mo, Max $80/mo). Recurring revenue is what compounds.

He also let people try it for free first. That killed the last bit of friction — a visitor could get a render before paying a cent.

The result was instant and clear in the data:

  • People actually started rendering
  • ~5-10 new trials a day, with about 25% converting to paid
  • ~300 active subscribers
  • ~$8.2K MRR — close to $10K/mo counting one-time payments

Here is the twist most builders miss: simplifying to what critics call a “ChatGPT wrapper” is exactly what created the growth. He did not add features. He removed them.

One thing he warns against: chasing vanity metrics. A Pinterest post once got ~100,000 views and brought in almost zero customers. Signups and renders were the only numbers that mattered.

The three changes behind the Visualizee turnaround — kill the friction, let AI write the prompt, charge subscriptions

Key Takeaways for Builders

  • Friction is what kills conversion — not your marketing. Piotr blamed traffic for two years. The real problem was a product too hard to use.
  • Remove the thing between a visitor and their first win. He deleted the node editor and replaced it with one chat box. Trials finally started rendering.
  • Simple beats powerful. A "ChatGPT wrapper" outsold the advanced version. Build the simplest product your customer needs, not the most powerful one you can.
  • Charge subscriptions from day one. One-time payments do not compound. Monthly plans are what turned a trickle into ~$10K/mo.
  • Trust the data, not your ego. He loved his first idea too much to pivot. The signup numbers told the truth long before he listened.

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