Products

Materialize

Uses AIMCPSkill

Use SQL to transform siloed data into interactive context you can trust.

materialize.com Data & Analytics / Data Integration & Warehousing

AI Benchmark
Desktop
Mobile
Monthly visits
21.5K
Up9.3%MoMSep 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$1.5/mo
Lower than 99% of peersNiche median $39/mo
Creators
SangJun Bak
@materializeinc· 3,039 followers
Launched
20mo ago
2025-03-12 · Est.

Traffic

Monthly visitsData through Sep 2026 · Oct 2026 pending
Events18 changes

Marketing moves

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

    Real-time data integration & transformation

    Mar 12, 2025 · 20mo agoLaunch page

MCP Server & Agent Ecosystem

GitHub · MCP / Skill

Traffic sources

Sep 2026

Traffic breakdown

Channels

  • Direct42%
  • Organic Search37%
  • Referrals9%
  • Social4%
  • Other7%

Countries

  • United States42%
  • India10%
  • Vietnam9%
  • Germany6%
  • United Kingdom6%

Search

Domain authority —Domain registered 1999-11-24

KeywordMonthly volume
materialize11.8K
materialize for mac200
does it make sense to use dbt in a sql database, like postgresql?180
materialize notion140
ai materialize110

Traffic data: Vaneform

Pricing

Cloud On-Demand
$1.50 / Compute Credit
Cloud Capacity
$1.50 / Compute Credit
Community License
Unknown
Up to 24GiB memory and 48GiB disk
Enterprise License
Unknown
Unlimited scale

Trial: Get hands-on with Materialize in a 7-day free trial. · Enterprise custom tier · Observed 2026-11-05 · Pricing page

Entry price $1.5/mo, Lower than 99% of peers; “Data Integration & Warehousing” median is $39/mo.View pricing benchmark

Pages & changes

Tracked since 2025-03-12

Key pages

Weekly snapshots
materialize.com/ Snapshot 2026-11-04

Changes

  1. Nov 1 · 13d ago

    Homepage headline (H1) changed to “The live context layer for agents and apps”Positioning

    The live data layer for apps and agents→The live context layer for agents and apps

  2. Nov 1 · 13d ago

    Removed technology: 6senseFeatures

    6sense→—

  3. Nov 1 · 13d ago

    Adopted technology: CloudflareFeatures

    —→Cloudflare

  4. Nov 1 · 13d ago

    Adopted technology: Cloudflare Bot ManagementFeatures

    —→Cloudflare Bot Management

  5. Nov 1 · 13d ago

    Removed technology: CloudinaryFeatures

    Cloudinary→—

  6. Nov 1 · 13d ago

    Removed technology: EmotionFeatures

    Emotion→—

Design

First-screen visual analysis & :root CSS

Gradient Glow (Dark canvas, airy density) featuring split copy & visual layout and pure typography & geometry visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“The live context layer for agents and apps”

Split Copy & Visual hero structure paired with start free / sign up CTA and customer / press logo strip.

Conversion path: Split Copy & Visual + Pure Typography & Geometry → Start Free / Sign Up · Trust bar: Customer / Press Logo Strip

Palette · click to copy

5-D design score7.9 / 10
Typography
8.0
Color & Contrast
8.0
Layout & Spacing
8.0
Craft & Polish
8.0
Distinctiveness
7.0

Structure

Fonts
Inter
Primary visual
Pure Typography & Geometry
Conversion CTA
Start Free / Sign Up
Social proof
Customer / Press Logo Strip
Navigation
Full-Width Top Bar
Theme & density
Dark · Airy
Corners & depth
Small 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: Gradient Glow (with Enterprise Clean)

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

## Design Tokens

```css
:root {
  --background: #100d20;
  --surface: #ffffff;
  --foreground: #f7f5fc;
  --muted-foreground: #b7b1c4;
  --accent: #7028f5;
  --radius: 4px;
  --font-heading: "Inter", ui-sans-serif, system-ui, sans-serif;
  --font-body: "Inter", ui-sans-serif, system-ui, sans-serif;
}
```

Color area ratio: Background #100D20 (~63%) · Surface #FFFFFF (~30%) · Text #F7F5FC (~4%) · Muted Text #B7B1C4 (~1%) · Accent #7028F5 (~2%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.

## Layout & Conversion Structure

- Hero layout: Split Copy & Visual
- Navigation: Full-Width Top Bar
- Theme & density: Dark · Airy
- Border radius & elevation: Small Radius; no drop shadows—separate layers with hairline borders and whitespace
- Primary visual medium: Pure Typography & Geometry
- Conversion CTA: Start Free / Sign Up · Trust bar uses Customer / Press Logo Strip
- Headline hook: Category Positioning Anchor
- Hero components: Customer Logo Wall
- Spatial layout notes: Split Copy & Visual hero structure paired with start free / sign up CTA and customer / press logo strip.
- Visual summary: Gradient Glow (Dark canvas, airy density) featuring split copy & visual layout and pure typography & geometry 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 does Materialize cost?
Cloud On-Demand: $1.50 / Compute Credit; Cloud Capacity: $1.50 / Compute Credit; Community License: Unknown; Enterprise License: Unknown. Observed 2026-11-05. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does Materialize get?
Vaneform estimates 21.5K website visits in 2026-09. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is Materialize and what platforms does it support?
Materialize is catalogued under Data Integration & Warehousing: Use SQL to transform siloed data into interactive context you can trust.. Supported platforms: MCP Server.

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