Products
AI Benchmark
Desktop
Mobile
Monthly visits
8.4K
Down40.0%MoMOct 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
Free
No monthly subscription pricing
Creators
Michaela Scott
No social account linkedCo-created with Wassim Gharbi
Launched
16mo ago
2025-08-01 · Est.

Traffic

Monthly visitsData through Oct 2026
Events8 changes · 2 marketing moves

Marketing moves

Launches, search & content, referrals, promotions
  • Launched on Product HuntLaunch

    Organize, tag and edit thousands of photos at once with AI

    Apr 17 · 7mo agoLaunch page

  • Launched on Product HuntLaunch

    Tag, organize, label and edit photos with AI

    Nov 19, 2025 · 12mo agoLaunch page

  • Launched on Product HuntLaunch

    Organize, search and edit photos with AI

    Aug 20, 2025 · 15mo agoLaunch page

  • Launched on Show HN (3 pts)Launch

    Visual AI x RAG – Search, tag and edit photos with AI

    Aug 1, 2025 · 16mo agoLaunch page

Open Source & Agent Ecosystem

GitHub · MCP / Skill
Last commit 2026-04-11
GitHub Stars
★ 17
Forks
1
License
MIT
Primary language
JavaScript

Traffic sources

Oct 2026

Traffic breakdown

Channels

  • Direct40%
  • Organic Search32%
  • Referrals10%
  • Social6%
  • Other11%

Countries

  • United States32%
  • Vietnam22%
  • Canada21%
  • India9%
  • United Kingdom8%

Search

Domain authority —Domain registered 2023-09-01

KeywordMonthly volume
ai image description generator2,460
image description1,860
image compare1,140
image to tags140
coreviz40

Traffic data: Vaneform

Pricing

Beta Access
Free

Trial: None · Free tier included · Observed 2026-11-04 · Source page

Pages & changes

Tracked since 2025-08-20

Key pages

Weekly snapshots
Home
coreviz.io/ Snapshot 2026-11-04

Changes

  1. Nov 1 · 14d ago

    Homepage headline (H1) changed to “The world's most powerful media workspace.”Positioning

    Use AI to categorize photos & videos→The world's most powerful media workspace.

    At the time: 8.4K visits/mo7 concurrent moves
  2. Nov 1 · 14d ago

    Removed technology: Cart FunctionalityFeatures

    Cart Functionality→—

    At the time: 8.4K visits/mo7 concurrent moves
  3. Nov 1 · 14d ago

    Adopted technology: CloudflareFeatures

    —→Cloudflare

    At the time: 8.4K visits/mo7 concurrent moves
  4. Nov 1 · 14d ago

    Adopted technology: Cloudflare Bot ManagementFeatures

    —→Cloudflare Bot Management

    At the time: 8.4K visits/mo7 concurrent moves
  5. Nov 1 · 14d ago

    Removed technology: FullStoryFeatures

    FullStory→—

    At the time: 8.4K visits/mo7 concurrent moves
  6. Nov 1 · 14d ago

    Adopted technology: PrismFeatures

    —→Prism

    At the time: 8.4K visits/mo7 concurrent moves

Design

First-screen visual analysis & :root CSS

Editorial (Light canvas, balanced 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

“The world's most powerful media workspace.”

Headline Over Large Product Shot hero structure paired with start free / sign up CTA and customer / press logo strip.

Conversion path: Headline Over Large Product Shot + Product UI Screenshot / Component → Start Free / Sign Up · Trust bar: Customer / Press Logo Strip

Palette · click to copy

5-D design score8.1 / 10
Typography
9.0
Color & Contrast
8.0
Layout & Spacing
8.0
Craft & Polish
8.0
Distinctiveness
7.0

Structure

Fonts
Instrument Serif / Inter
Primary visual
Product UI Screenshot / Component
Conversion CTA
Start Free / Sign Up
Social proof
Customer / Press Logo Strip
Navigation
Full-Width Top Bar
Theme & density
Light · Balanced
Corners & depth
Large 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: Editorial (with Precision Swiss Grid)

Oversized serif headlines, narrow reading columns, and magazine-inspired grid layouts.

## Design Tokens

```css
:root {
  --background: #ffffff;
  --surface: #f7f7f6;
  --foreground: #171717;
  --muted-foreground: #929292;
  --accent: #111111;
  --radius: 16px;
  --font-heading: "Instrument Serif", serif;
  --font-body: "Inter", ui-sans-serif, system-ui, sans-serif;
}
```

Color area ratio: Background #FFFFFF (~68%) · Surface #F7F7F6 (~15%) · Text #171717 (~11%) · Muted Text #929292 (~4%) · Accent #111111 (~2%). 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 · Balanced
- Border radius & elevation: Large Radius; use elevation shadows to separate layers
- Primary visual medium: Product UI Screenshot / Component
- Conversion CTA: Start Free / Sign Up · Trust bar uses Customer / Press Logo Strip
- Headline hook: Category Positioning Anchor
- Hero components: Large Hero Product Shot, Customer Logo Wall
- Spatial layout notes: Headline Over Large Product Shot hero structure paired with start free / sign up CTA and customer / press logo strip.
- Visual summary: Editorial (Light canvas, balanced density) featuring headline over large product shot layout and product ui screenshot / component visuals.

## Avoid

- Generic SaaS hero templates
- Cramped multi-column feature grids
- Neon cyber accents

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 CoreViz cost?
Beta Access: Free. Observed 2026-11-04. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does CoreViz get?
Vaneform estimates 8.4K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is CoreViz and what platforms does it support?
CoreViz is catalogued under AI Search & Answer Engines: Talk to your media.. Supported platforms: CLI / SDK.
Is CoreViz open source?
CoreViz has a public repository (https://github.com/coreviz/cli) under the MIT license, recording 17 GitHub stars.Source

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