Products

MABL

AI-nativeMCPSkill

Don’t let code outrun confidence.

mabl.com Software Development / Testing & Code Quality

AI Benchmark
Desktop
Mobile
Monthly visits
105.8K
Up21.4%MoMOct 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
Unknown
No monthly subscription pricing
Creators
Leah Pemberton
@mablhq· 1,622 followers
Launched
8y ago
2018-02-24 · Est.

Traffic

Monthly visitsData through Oct 2026
Events19 changes

Marketing moves

Launches, search & content, referrals, promotions
X accounts@mablhq
  • Launched on Product HuntLaunch

    Intelligent test automation for Agile teams

    Jun 6, 2019 · 7y agoLaunch page

  • Launched on Product HuntLaunch

    ML-driven test automation service

    Feb 24, 2018 · 8y agoLaunch page

MCP Server & Agent Ecosystem

GitHub · MCP / Skill

Traffic sources

Oct 2026

Traffic breakdown

No traffic channel or country breakdown data for this website yet.

Search

Domain authority —Domain registered Unknown

No search keyword data for this website yet.

Traffic data: Vaneform

Pricing

Pricing page does not list plan prices.

Trial: Yes, mabl offers a 14-day free trial to allow users to experience our platform firsthand. · Observed 2026-11-09 · Pricing page

Pages & changes

Tracked since 2018-02-24

Key pages

Weekly snapshots
www.mabl.com/ Snapshot 2026-11-09

Changes

  1. Nov 1 · 14d ago

    Homepage headline (H1) changed to “Don't build tests, build trust”Positioning

    The #1 AI-Native Test Automation Platform→Don't build tests, build trust

    At the time: 105.8K visits/mo18 concurrent moves
  2. Nov 1 · 14d ago

    Adopted technology: AmobeeFeatures

    —→Amobee

    At the time: 105.8K visits/mo18 concurrent moves
  3. Nov 1 · 14d ago

    Adopted technology: Crazy EggFeatures

    —→Crazy Egg

    At the time: 105.8K visits/mo18 concurrent moves
  4. Nov 1 · 14d ago

    Adopted technology: EmotionFeatures

    —→Emotion

    At the time: 105.8K visits/mo18 concurrent moves
  5. Nov 1 · 14d ago

    Adopted technology: Facebook PixelFeatures

    —→Facebook Pixel

    At the time: 105.8K visits/mo18 concurrent moves
  6. Nov 1 · 14d ago

    Adopted technology: FingerprintJSFeatures

    —→FingerprintJS

    At the time: 105.8K visits/mo18 concurrent moves

Design

First-screen visual analysis & :root CSS

Gradient Glow (Light canvas, airy density) featuring headline over large product shot layout and product ui screenshot / component visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“Don’t let code outrun confidence.”

Headline Over Large Product Shot hero structure paired with book demo / contact sales CTA and customer / press logo strip.

Conversion path: Headline Over Large Product Shot + Product UI Screenshot / Component → Book Demo / Contact Sales · Trust bar: Customer / Press Logo Strip

Palette · click to copy

5-D design score7.6 / 10
Typography
8.0
Color & Contrast
8.0
Layout & Spacing
8.0
Craft & Polish
7.0
Distinctiveness
7.0

Structure

Fonts
Panton / Open Sans
Primary visual
Product UI Screenshot / Component
Social proof
Customer / Press Logo Strip
Navigation
Full-Width Top Bar
Theme & density
Light · Airy
Corners & depth
Medium Radius · With shadow
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Gradient Glow (with Enterprise Clean)

Luminous radial glows and translucent glass panels, widely used across modern AI products.

## Design Tokens

```css
:root {
  --background: #ffffff;
  --surface: #faf8fc;
  --foreground: #090909;
  --muted-foreground: #6b7280;
  --accent: #171616;
  --radius: 8px;
  --font-heading: "Panton", ui-sans-serif, system-ui, sans-serif;
  --font-body: "Open Sans", ui-sans-serif, system-ui, sans-serif;
}
```

Color area ratio: Background #FFFFFF (~80%) · Surface #FAF8FC (~7%) · Text #090909 (~6%) · Muted Text #6B7280 (~4%) · Accent #171616 (~3%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.

## Layout & Conversion Structure

- Hero layout: Headline Over Large Product Shot
- Navigation: Full-Width Top Bar
- Theme & density: Light · Airy
- Border radius & elevation: Medium Radius; use elevation shadows to separate layers
- Primary visual medium: Product UI Screenshot / Component
- Conversion CTA: Book Demo / Contact Sales · Trust bar uses Customer / Press Logo Strip
- Headline hook: Pain Relief & Replacement
- Hero components: Video Demo, Customer Logo Wall
- Spatial layout notes: Headline Over Large Product Shot hero structure paired with book demo / contact sales CTA and customer / press logo strip.
- Visual summary: Gradient Glow (Light canvas, airy density) featuring headline over large product shot layout and product ui screenshot / component visuals.

## Avoid

- Muddy low-contrast text over gradients
- Overuse of full-screen rainbow backgrounds
- Cluttered dense tables in the hero

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 website traffic does MABL get?
Vaneform estimates 105.8K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is MABL and what platforms does it support?
MABL is catalogued under Testing & Code Quality: Don’t let code outrun confidence.. Supported platforms: MCP Server, CLI / SDK.

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