Products

ConceptViz

AI-native

Figures for your research papers

conceptviz.app Design / Graphic & Brand Design

AI Benchmark
Desktop
Mobile
Monthly visits
157.1K
Up28.1%MoMOct 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$19.9/mo
Higher than 73% of peersNiche median $10.594999999999999/mo
Creators
Zane jack
@yangyixxxx· 0 followers
Launched
12mo ago
2025-11-30 · Est.

Traffic

Last 12 months
Monthly visitsData through Oct 2026
Events4 marketing moves

Marketing moves

Launches, search & content, referrals, promotions
X accounts@poseup
  • Launched on Fazier (6 upvotes · 3 comments)Launch

    conceptviz — Turn simple text prompts into classroom-ready STEM diagrams

    Dec 2, 2025 · 12mo agoLaunch page

  • Launched on Show HN (1 pts)Launch

    ConceptViz – Generate STEM diagrams for teachers from simple prompts — I built ConceptViz ( ) for teachers who spend too much time searching or drawing diagrams for science and math lessons. You type a short d…

    Nov 30, 2025 · 12mo agoLaunch page

  • Launched on Findly.toolsLaunch

    conceptviz — Create classroom-ready diagrams in seconds.

    Nov 30, 2025 · 12mo agoLaunch page

  • Launched on Product HuntLaunch

    Turn your science ideas into clear diagrams in seconds

    Nov 30, 2025 · 12mo agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Findly.tools
2025-11-30Source
What engineers like:
ConceptViz helps STEM teachers generate clear, projector-ready visuals for lesson plans, labs, and assessments.
Show HN
2025-11-30Source
Post excerpt:
I built ConceptViz ( https://conceptviz.app ) for teachers who spend too much time searching or drawing diagrams for science and math lessons. You type a short description like “ray diagram for a convex lens”, “cell mitosis stages” or “series vs parallel circuit for grade 8”, and it generates clean, high-contrast, white-background diagrams that drop straight
Fazier
2025-12-02Source
What engineers like:
STEM-aware prompt engine – Optimized for science and math topics; understands common classroom concepts and terminology. Teacher-friendly text prompts – Type a simple description (“ray diagram for convex lens forming real image”) and get structured, detailed prompts automatically. Curriculum-aligned styles – Generates clean, textbook-style diagrams on white backgrounds that look consistent across lessons. Multiple perspectives & variations – Quickly switch between cross-section, front view, isometric, zoom-in details, and more. Grade-level control – Adapt visuals from elementary to university level with appropriate complexity. One-click regeneration – Generate several alternative diagrams until you find the one that matches how you teach. Slide & print ready – High-resolution outputs that work well in PowerPoint, Google Slides, PDFs, and LMS platforms. Browser-based, no install – Runs directly in the browser; no plugins, no special hardware required.
Best suited for:
Lesson slides & presentations – Quickly add accurate diagrams to daily lessons, flipped-classroom videos, or lecture decks. Worksheets & homework – Create custom visuals for problem sets, practice sheets, and take-home assignments. Quizzes & exams – Design clear diagrams for test questions where students need to label, analyze, or interpret visuals. Concept explanations – Generate step-by-step visuals to explain challenging topics (optics, circuits, cell biology, etc.). Curriculum & textbook authors – Produce consistent illustrations across chapters without hiring a dedicated illustrator. EdTech products & course creators – Embed ConceptViz-style images into online courses, learning apps, or interactive content.

Traffic sources

Oct 2026

Traffic breakdown

Channels

  • Organic Search72%
  • Direct16%
  • AI Assistants4%
  • Social3%
  • Other3%

Countries

  • United States33%
  • Germany10%
  • Nigeria4%
  • Canada4%
  • India4%

Search

Domain authority —Domain registered 2025-11-24

KeywordMonthly volume
definition of terms in research example7,350
free body diagram maker1,120
looking for a good source that shows electron shells for middle school students310
ai untuk membuat gambar persamaan reaksi270
how to make schematic diagram in research240

Traffic data: Vaneform

Pricing

Researcher
$19.9/mo
Billed annually $16.66/mo-16%
60 figures / month. They expire with the subscription. · 30 Agent conversations / month · 1 seat
Lab
$49.9/mo
Billed annually $41.66/mo-17%
200 figures / month. They expire with the subscription. · Unlimited Agent (fair use) · 1 seat
Pro
$99.9/mo
Billed annually $74.99/mo-25%
200 figures / month. Credits stay if you cancel. · Unlimited Agent (fair use) · 5 seats (on request)
Starter
$9.9/once
first pack only, one per account
Paper
$19.9/once
Agent chats valid 31 days
Project
$49.9/once
Agent chats valid 31 days

Trial: Start free. 2 image credits and a short Agent trial, valid for 7 days. No card required. · 6 paid tiers ($9.9–$99.9) · Up to 25% off annually · Observed 2026-11-09 · Pricing page

Entry price $19.9/mo, Higher than 73% of peers; “Graphic & Brand Design” median is $10.594999999999999/mo.View pricing benchmark

Pages & changes

Tracked since 2025-11-30

Key pages

Weekly snapshots
conceptviz.app/ Snapshot 2026-11-09

Changes

No pricing, plan, or positioning changes detected since tracking started.

Design

First-screen visual analysis & :root CSS

Soft & Friendly (Light canvas, balanced density) featuring split copy & visual layout and product ui screenshot / component visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“Figures for your research papers”

Split Copy & Visual hero structure paired with direct input / instant try CTA and live generated output showcase.

Conversion path: Split Copy & Visual + Product UI Screenshot / Component → Direct Input / Instant Try · Trust bar: Live Generated Output Showcase

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
fontSora / fontDmSans
Primary visual
Product UI Screenshot / Component
Social proof
Live Generated Output Showcase
Navigation
Full-Width Top Bar
Theme & density
Light · Balanced
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: Soft & Friendly (with Minimal Monochrome)

Warm low-saturation pastels, generous rounded corners, and approachable illustrations.

## Design Tokens

```css
:root {
  --background: #ffffff;
  --surface: #f3f3f3;
  --foreground: #16171b;
  --muted-foreground: #4a4c55;
  --accent: #2e5bff;
  --radius: 8px;
  --font-heading: "fontSora", ui-sans-serif, system-ui, sans-serif;
  --font-body: "fontDmSans", ui-sans-serif, system-ui, sans-serif;
}
```

Color area ratio: Background #FFFFFF (~74%) · Surface #F3F3F3 (~15%) · Text #16171B (~6%) · Muted Text #4A4C55 (~3%) · Accent #2E5BFF (~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: Light · Balanced
- Border radius & elevation: Medium Radius; no drop shadows—separate layers with hairline borders and whitespace
- Primary visual medium: Product UI Screenshot / Component
- Conversion CTA: Direct Input / Instant Try · Trust bar uses Live Generated Output Showcase
- Headline hook: Category Positioning Anchor
- Hero components: Centered Prompt / Input, Large Hero Product Shot, Interactive Hero Tool
- Spatial layout notes: Split Copy & Visual hero structure paired with direct input / instant try CTA and live generated output showcase.
- Visual summary: Soft & Friendly (Light canvas, balanced density) featuring split copy & visual layout and product ui screenshot / component visuals.

## Avoid

- Harsh pure-black backgrounds
- Sharp 0px corners
- Cold technical jargon in hero copy

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 ConceptViz cost?
Researcher: $19.9/mo (annual billing available); Lab: $49.9/mo (annual billing available); Pro: $99.9/mo (annual billing available); Starter: $9.9/once; Paper: $19.9/once; Project: $49.9/once. Observed 2026-11-09. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does ConceptViz get?
Vaneform estimates 157.1K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is ConceptViz and what platforms does it support?
ConceptViz is catalogued under Graphic & Brand Design: Figures for your research papers. Supported platforms: API.

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