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Commercial Case / Other / Public Revenue

Uizze

A reference library of 800K+ web and iOS interface screenshots, offered through a paid MCP so coding agents can retrieve real references before building an interface; it has also open-sourced a set of UI design skills and a GitHub Action that checks for 'AI-looking interfaces'.

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THE BUSINESS IN NUMBERS

See the trend, not just the rank

1,9362026-10 · Ending MRR / USD
Historical trend, missing values left blank09681.9K2026-08:6042026-09:1,4682026-10:1,9362026-042026-10

Historical monthly records; Oct 2026 may be an incomplete month. MRR does not equal profit. Missing values left blank, negative values shown as recorded.

View period data
PeriodEnding MRR / USD
2026-04Unknown
2026-05Unknown
2026-06Unknown
2026-07Unknown
2026-08604
2026-091,468
2026-101,936
01 / PRODUCT & PEOPLE

Who does it serve and what problem does it solve?

"Show the AI what good UI looks like": a library of real product interfaces plus free open-source skills as the entry point, with the paid part selling only MCP retrieval at $9/month or a $99 buyout, priced low enough for individual developers to subscribe on a whim.

Target Audience

Indie developers and small teams writing frontends and apps with Claude Code, Codex, Cursor, and Copilot, who don't want their agents to output cookie-cutter interfaces

02 / BUSINESS MODEL

How does it charge?

mixed

$9/month, or a $99 one-time lifetime plan (as registered on Revenue record); the site homepage shows no price, and the CONNECT button links to the lifetime checkout page; the skills and UI Slop Gate on GitHub are free, and the paid part is the MCP

The above describes historical pricing. Check official website for current prices.

03 / ACQUISITION

Where do users come from?

Traffic estimate: direct is first at 38.62%, followed by organic search, with month-over-month +1112% in the last month; 96.75% of referral sources are categorized as 'Programming and Developer Software', with the specific sites hidden; the search keywords include the brand terms uizze and uizze ai, MCP project names such as getsentry/xcodebuildmcp, and LEGO set numbers unrelated to the product. The channels registered on Revenue record are SEO and word of mouth. The site has free guide pages (SaaS dashboards, DESIGN.md, empty states, iOS onboarding) and a task brief generator. The main repo uizze/uizze under the GitHub organization uizze has 76 stars and offers free skills installed with npx skills add and a GitHub Action, and its README carries a GitHub MCP Registry badge. Product Hunt has a page with 3 upvotes and 13 followers. X is the only social channel.

Channel share, initial acquisition, and growth drivers are distinct; correlation does not imply proven causation.

04 / YOUR NEXT QUESTION

What remains to be verified?

The following are research questions, not established market opportunities.

  • What do target users actually pay for? Is there direct user feedback or paid interview evidence?
  • Are these historical prices still active today? What are the conversion, retention, and fulfillment costs?
  • Is the "Traffic estimate: direct is first at 38.62%, followed by organic search, with month-over-month +1112% in the last month; 96.75% of referral sources are categorized as 'Programming and Developer Software', with the specific sites hidden; the search keywords include the brand terms uizze and uizze ai, MCP project names such as getsentry/xcodebuildmcp, and LEGO set numbers unrelated to the product. The channels registered on Revenue record are SEO and word of mouth. The site has free guide pages (SaaS dashboards, DESIGN.md, empty states, iOS onboarding) and a task brief generator. The main repo uizze/uizze under the GitHub organization uizze has 76 stars and offers free skills installed with npx skills add and a GitHub Action, and its README carries a GitHub MCP Registry badge. Product Hunt has a page with 3 upvotes and 13 followers. X is the only social channel." channel still viable? What resources do indie devs need to test it?
  • Whose needs are competitors failing to meet? Find specific evidence before deciding on your angle.

05 / BUSINESS EVIDENCE

Test stories with numbers

The following signals are used to audit cases, not to automatically validate product success or market opportunities.

1,936Snapshot MRR / USD (non-profit)
3,070Snapshot 30-day revenue / USD
2026-10-24Metric updated

Other commercial metrics for this product

uizze.com · Payment signal →