Every income figure shows its evidence grade and basis · Individual results are not typical
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Project guide

AI design-generation tool

All 8 cases are self-reported and 7 offer free credits before charging; 6 report 1,900 to 10,000 dollars a month

Compiled from the 8 cases in our AI design-generation tool project, all grade B: figures founders gave on Indie Hackers, MRR Story, Starter Story, in a newsletter interview or in a company press kit, with no platform data to check them against. The ranges below only show the scale these cases report for themselves.

Compiled 2026-10-23

Key facts

8Cases graded A or B
0Grade C leads

Income ranges use cases graded A or B (grade B is the founder's own account, with no platform data to check it), in USD; grade C leads are listed but not counted

See the steps

How the cases did it, step by step

Each step names the cases it comes from. Public sources give no reliable time data, so there are no weeks or hours.

  1. Step 1 Pick one concrete design jobEach tool makes one kind of image: 3D assets, social carousels, web and app interfaces, game UI assets, architectural and interior renders, or consistent people and characters.Cases: 3D AI Studio · aiCarousels · AIDesigner.ai · Sleek.design · ForgeGUI · Visualizee.ai · TheFluxTrain
  2. Step 2 Hide the complexityVisualizee.ai became a chat with the assistant Vizzy, which asks about time of day, materials and mood and writes the prompt itself; ForgeGUI locks a style from one reference screenshot; Sleek turns a description of an app into a full set of screens; aiCarousels takes a topic, some text, a URL or a video and writes every slide onto a template.Cases: Visualizee.ai · ForgeGUI · Sleek.design · aiCarousels
  3. Step 3 Plug into the tools users already haveAIDesigner.ai's MCP server pushes components and Tailwind code straight into projects in Claude Code or Cursor; 3D AI Studio offers an MCP connector for Claude and ChatGPT and an API; Sleek exports to Figma layers or Tailwind HTML and React.Cases: AIDesigner.ai · 3D AI Studio · Sleek.design
  4. Step 4 Build in public and grow by word of mouthaiCarousels was built during a ten-day public challenge; AIDesigner.ai was built in public with raw screen recordings; ForgeGUI ships weekly, posts its MRR on X and grew by word of mouth among Roblox and UEFN developers; TheFluxTrain's first customers came from one Reddit post.Cases: aiCarousels · AIDesigner.ai · ForgeGUI · TheFluxTrain
  5. Step 5 Free credits first, then a subscription or creditsSeven of the eight start with free credits: Sleek gives 60 credits and charges from 29 dollars a month; Visualizee.ai gives five watermarked renders, then 15–80 dollars a month; AIDesigner.ai Pro is 25 dollars a month. On one-time sales Visualizee.ai stayed near 150 dollars a month for two years; after switching to subscriptions it reached 8,600 dollars MRR in six months.Cases: Sleek.design · Visualizee.ai · AIDesigner.ai · ForgeGUI

At a glance

Ranges are the 25th–75th percentile of cases graded A or B, computed by script from the case data; both ends of a ranged figure are counted

Cases graded A or B
8
Monthly income (annual figures divided by 12)
$6,650 – $9,750
Cumulative income (cases with only a running total)
$1,500

Skills involved

How many of the 8 cases graded A or B list each skill

AI-assisted coding6 of 8 cases

Six cases list AI coding; Sleek reused code from three earlier design tools and shipped in three weeks.

SEO3 of 8 cases

Search was aiCarousels' biggest traffic source; Visualizee.ai leaned on SEO after its rebuild; one Medium article brought TheFluxTrain weeks of steady sales.

No-code building2 of 8 cases

VisualizeAI was built on Bubble, calling image models on Replicate; aiCarousels also lists no-code building.

Product & trend research1 of 8 cases

VisualizeAI rendered sketches for architects and interior designers and sold for 30,000 dollars three months after launch.

Key points

How big the income is

All eight are self-reported. Six report 1,900 to 10,000 dollars a month: Sleek 10,000, AIDesigner.ai 9,500, Visualizee.ai 8,600, ForgeGUI over 8,300, aiCarousels 5,000 and TheFluxTrain over 1,900. 3D AI Studio's press kit states 3.3 million dollars a year. VisualizeAI made 1,500 dollars in total and sold for 30,000.

  • Every figure is the founder's or company's own, with no platform data
  • Several are figures from the first month or two, which will change
  • aiCarousels says about 95% of its revenue is profit

How they charge

Most of these tools combine free credits with a subscription or credit plans: Sleek from 29 dollars a month, Visualizee.ai 15–80 dollars, AIDesigner.ai Pro 25 dollars, TheFluxTrain's 2026 credit plans 11–189 dollars a month. Usage pricing means heavier users push compute costs up, as ForgeGUI notes.

  • Free credits let people try first
  • Credits and usage pricing track compute costs
  • On one-time sales Visualizee.ai stayed near 150 dollars a month for two years

Dependencies and risks

The field is crowded: model makers and design software are both building chat-to-design and text-to-3D (Sleek, 3D AI Studio); professional rendering software is adding AI (Visualizee.ai); users drawn by hype churn fast, which AIDesigner.ai's founder calls his biggest problem; and ForgeGUI's growth rests on one community.

  • Model makers and established software can move in at any time
  • Users who come for the hype do not stay
  • Using someone else's model ties you to their prices and terms

Cases graded A or B

See them all in the case library →

Tools

Tools and platforms the cases mention. Every link goes to the official site, and we earn nothing from them.

ToolUsed forLink
OpenAI APIaiCarousels' slide textOfficial site ↗
FluxTheFluxTrain trains personal LoRA models on it; one of AIDesigner.ai's example modelsOfficial site ↗
Stable DiffusionOne of AIDesigner.ai's example vision modelsOfficial site ↗
ReplicateWhere VisualizeAI ran its image modelsOfficial site ↗
BubbleVisualizeAI's no-code buildOfficial site ↗
Model Context Protocol (MCP)How AIDesigner.ai and 3D AI Studio plug into Claude, Cursor and similar toolsOfficial site ↗
FigmaSleek exports generated screens as Figma layersOfficial site ↗

Platform rules and compliance

  • Open and open-weight models (Flux, Stable Diffusion and others) carry different commercial licences; read the licence before charging for output.
  • If users upload photos to train a personal model, get their consent, say how photos and models are stored and deleted, and never train on other people's photos without consent.
  • Generated designs and assets can resemble existing works or trademarks; check before commercial use.
  • Assets made for Roblox, UEFN and similar platforms must follow those platforms' rules when exported and published.

Compare

Compare: AI micro-SaaS (small tool sites)

FAQ

How much can an AI design tool make?

All eight of our cases are self-reported: six report 1,900 to 10,000 dollars a month, 3D AI Studio claims 3.3 million dollars a year, and VisualizeAI sold for 30,000 dollars after 1,500 dollars of revenue.

Do I have to train my own model?

Not necessarily. aiCarousels calls OpenAI's API and VisualizeAI called image models on Replicate; ForgeGUI and TheFluxTrain use fine-tuned image models, and 3D AI Studio has its own engines alongside third-party ones such as Meshy and Tripo.

Where do the first users come from?

Mostly building in public and word of mouth: aiCarousels' ten-day public challenge, ForgeGUI's public MRR on X, one Reddit post for TheFluxTrain; Sleek says it spent nothing on marketing in its first month.

One-time price or subscription?

On one-time sales Visualizee.ai stayed near 150 dollars a month for two years; rebuilt as a chat with subscriptions, it reached 8,600 dollars MRR in six months (self-reported).

What is the biggest risk?

Model makers and design software are building the same features, so any head start is short, and users who arrive with the hype leave quickly.

Want more examples like these?

See them all in the case library →