Products

mnml.ai

AI-nativeMCPSkill

The AI studio for architectural design and visualization

mnml.ai Design / Interior & Space Design

AI Benchmark
Desktop
Mobile
Monthly visits
320.1K
Down10.7%MoMSep 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$29/mo
Higher than 78% of peersNiche median $14.99/mo
Launched
4y ago
2022-01-10 · Est.

Traffic

Monthly visitsData through Sep 2026
Events13 changes

Marketing moves

Launches, search & content, referrals, promotions
  • New product launchLaunch

    Jan 10, 2022 · 4y agoWebsite

MCP Server & Agent Ecosystem

GitHub · MCP / Skill

Traffic sources

Sep 2026

Traffic breakdown

Channels

  • Organic Search37%
  • Direct31%
  • Paid Search15%
  • Social8%
  • Other10%

Countries

  • India16%
  • United States8%
  • Türkiye6%
  • Malaysia6%
  • Mexico3%

Search

Domain authority —Domain registered 2022-01-10

KeywordMonthly volume
mnml40.6K
ai interior design generator9,090
ai interior design7,390
minimal ai4,050
mnml ai2,040

Traffic data: Vaneform

Pricing

Lite
$29/mo
Billed annually $290/yr-17%
1,000credits/month · ~100 Fast renders or ~33 Ultra renders · 2 parallel renders · 10 video generations
Plus
$49/mo
Billed annually $490/yr-17%
3,000credits/month · ~300 Fast renders or ~100 Ultra renders · 4 parallel renders · 30 video generations
Studio
$119/mo
Billed annually $1190/yr-17%
10,000credits/month · ~1,000 Fast renders or ~333 Ultra renders · 6 parallel renders · 100 video generations
One-Time Credits
$149/once
10,000credits · 100 video generations · 12 month validity

Trial: None · 4 paid tiers ($29–$149) · Up to 17% off annually · Observed 2026-11-05 · Pricing page

Entry price $29/mo, Higher than 78% of peers; “Interior & Space Design” median is $14.99/mo.View pricing benchmark

Pages & changes

Tracked since 2026-11-04

Key pages

Weekly snapshots

Changes

  1. Nov 1 · 13d ago

    Homepage headline (H1) changed to “The AI studio for architectural design and visualization”Positioning

    Architecture AI Design Assistant→The AI studio for architectural design and visualization

  2. Nov 1 · 13d ago

    Adopted technology: Base UIFeatures

    —→Base UI

  3. Nov 1 · 13d ago

    Removed technology: Cloudflare Browser InsightsFeatures

    Cloudflare Browser Insights→—

  4. Nov 1 · 13d ago

    Removed technology: CookieYesFeatures

    CookieYes→—

  5. Nov 1 · 13d ago

    Removed technology: Google AnalyticsFeatures

    Google Analytics→—

  6. Nov 1 · 13d ago

    Removed technology: Google Tag ManagerFeatures

    Google Tag Manager→—

Design

First-screen visual analysis & :root CSS

Minimal Monochrome (Light canvas, airy density) featuring centered headline + cta layout and photography / live video visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“The AI studio for architectural design and visualization”

Centered Headline + CTA hero structure paired with start free / sign up CTA and user count, rating, or key metrics.

Conversion path: Centered Headline + CTA + Photography / Live Video → Start Free / Sign Up · Trust bar: User Count, Rating, or Key Metrics

Palette · click to copy

5-D design score7.7 / 10
Typography
8.0
Color & Contrast
7.0
Layout & Spacing
8.0
Craft & Polish
8.0
Distinctiveness
7.0

Structure

Fonts
Inter
Primary visual
Photography / Live Video
Conversion CTA
Start Free / Sign Up
Social proof
User Count, Rating, or Key Metrics
Navigation
Full-Width Top Bar
Theme & density
Light · Airy
Corners & depth
Medium Radius · Hairline borders
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Minimal Monochrome

Monochrome palette with a single accent color, hairline dividers, and generous whitespace.

## Design Tokens

```css
:root {
  --background: #f6f6f5;
  --surface: #ffffff;
  --foreground: #111111;
  --muted-foreground: #8a8a8a;
  --accent: #2f6fed;
  --radius: 8px;
  --font-heading: "Inter", ui-sans-serif, system-ui, sans-serif;
  --font-body: "Inter", ui-sans-serif, system-ui, sans-serif;
}
```

Color area ratio: Background #F6F6F5 (~62%) · Surface #FFFFFF (~12%) · Text #111111 (~12%) · Muted Text #8A8A8A (~8%) · Accent #2F6FED (~6%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.

## Layout & Conversion Structure

- Hero layout: Centered Headline + CTA
- Navigation: Full-Width Top Bar
- Theme & density: Light · Airy
- Border radius & elevation: Medium Radius; no drop shadows—separate layers with hairline borders and whitespace
- Primary visual medium: Photography / Live Video
- Conversion CTA: Start Free / Sign Up · Trust bar uses User Count, Rating, or Key Metrics
- Headline hook: Category Positioning Anchor
- Hero components: Floating Multi-Cards, Metrics Strip
- Spatial layout notes: Centered Headline + CTA hero structure paired with start free / sign up CTA and user count, rating, or key metrics.
- Visual summary: Minimal Monochrome (Light canvas, airy density) featuring centered headline + cta layout and photography / live video visuals.

## Avoid

- Multi-stop neon gradients
- Heavy drop shadows
- More than one competing accent color

Implement the UI following the design tokens and layout specifications above: use only these color variables, and reserve the accent color strictly for primary actions and active states. Adopt only this visual style—never copy any reference product’s brand name, logo, copy, or imagery.

Questions & evidence

How much does mnml.ai cost?
Lite: $29/mo (annual billing available); Plus: $49/mo (annual billing available); Studio: $119/mo (annual billing available); One-Time Credits: $149/once. Observed 2026-11-05. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does mnml.ai get?
Vaneform estimates 320.1K website visits in 2026-09. Visits can include repeat visits; this estimate does not measure paying customers or revenue.Source

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