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ConceptViz

Turn complex ideas into clear visuals. ConceptViz Agent creates scientific illustrations, flowcharts, and data charts from a plain-language description, then refines them with you through conversation.

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-26T04:03:39.373Z. Cached copy · Source on conceptviz.app

# ConceptViz

> Turn complex ideas into clear visuals. ConceptViz Agent creates scientific illustrations, flowcharts, and data charts from a plain-language description, then refines them with you through conversation.

ConceptViz is an AI visual workspace for researchers, educators, and students. Describe what you need; Agent shows a plan before anything is generated, picks the right way to draw each figure, changes only what you ask for, and keeps every version. It covers biology, chemistry, physics, medicine, engineering, earth science, and more.

## Core Features

- **Agent** (`/agent`): Conversational figure creation. Agent proposes a plan first, then draws each figure in the right form: an AI illustration, an editable SVG diagram, or an exact chart drawn from your numbers
- **Edit by asking**: Request a change in plain words ("add a timeline under the memory cells") and Agent makes a new version while keeping the old one
- **Sets of figures** (Pro and Max): Upload notes or papers for Agent to read, and plan up to 6 related figures from one brief
- **Export**: PNG; SVG (2 image credits) to keep editing in Figma, Illustrator, or Inkscape; PPTX on Pro and Max (4 image credits)
- **Studio** (`/studio`): Make and edit individual images yourself, with reference images and reusable styles
- **257 free online generators** (`/tools`): One page per figure type, free to try; deterministic teaching tools (number lines, fraction strips, base-ten blocks) never use credits

## Target Audience

- Graduate students and researchers preparing thesis figures, graphical abstracts, journal submissions, and posters
- Medical and life-science professionals needing accurate illustrations
- University and K-12 teachers creating lecture slides, worksheets, and classroom visuals

## How It Differs From General AI Image Tools

- **Plan before generating**: you review what Agent intends to draw before any credits are spent on images
- **The right form per figure**: charts are drawn exactly from your data and flowcharts come out as editable SVG, instead of every figure being a generated picture
- **Targeted edits with version history**: a change request produces a new version rather than starting over
- **Built for science and teaching**: figures are aimed at scientific and technical accuracy; illustrations are still AI-generated and should be reviewed before publication

## Pricing

- **Free**: 2 image credits (about two single-image generations) plus a short Agent trial, valid for 7 days, no card required. Figures made with Agent during the trial have no watermark
- **Standard**: $29.90/month or $249.90/year — 45 image credits per month, base Agent allowance
- **Pro**: $99.90/month or $829.90/year — 130 image credits per month, 5× Standard Agent allowance, document reading, sets of up to 6 figures, PPTX export, priority handling
- **Max**: $179.90/month or $1,499.90/year — 220 image credits per month, 10× Standard Agent allowance, Bulk generate in Studio, highest priori
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