Free trial
Free start includes 2 image credits and a short Agent trial, valid for 7 days, with no card required. Figures made with Agent during the trial carry no watermark.
Learn moreConceptViz
Chat-driven AI agent for scientific diagrams, flowcharts and charts
Beginner API
What is ConceptViz?
ConceptViz is a web AI agent that turns plain-language descriptions into scientific illustrations, flowcharts and data charts, refined through conversation with version history and SVG, PPTX, PNG and JPG export for teachers and researchers.
ConceptViz is a web-based AI agent that produces illustrations, flowcharts and data charts from a plain-language description. It is aimed at teachers, students and researchers who need clear figures for lectures, papers, handouts and theses, with examples spanning biology, chemistry, physics, medicine and engineering. Instead of returning a single picture, the agent chooses how each figure should be drawn: a rendered illustration, an editable SVG diagram, or an exact chart built from numbers the user supplies. The workflow is conversational. A user describes the figure, picks an output type (illustration, flowchart or data chart), and the agent writes out its prompt and settings before anything is generated. No credit is spent until the user presses Generate. Follow-up requests are made in ordinary words, such as adding a timeline under a specific panel while leaving the rest untouched, and each change produces a new version while earlier ones are kept. Finished figures can be downloaded as PNG or JPG, or exported as SVG and PPTX for further editing in tools like Figma, Illustrator or Inkscape. Beyond the agent, the site offers a library of 320 generators for common figures, from free body diagrams to PRISMA flowcharts, which serve as starting points for specific subjects. On the higher plans, users can upload documents and have the agent plan a set of up to six related figures from a brief or from their own notes, reviewing that plan before generation. Paid plans include commercial use, and the product states that illustrations are still AI-generated and should be checked before appearing in class or in a paper. Among alternatives, ConceptViz sits between general image generators, which tend to start over after every change, and manual diagramming software that demands drawing skill. Its value is in targeted edits, version history and editable exports, which suit people producing scientific and educational material repeatedly rather than one-off decorative images.
How do you use ConceptViz?
1Start a free account
Open the start page and sign up. The free tier gives 2 image credits and a short Agent trial valid for 7 days, with no card required.
2Describe the figure
Type what you need and choose an output type: illustration, flowchart or data chart. Starter prompts such as vaccine and immunity can be used as a model.
3Review the plan
The agent writes its prompt and settings before generating. Check them, then press Generate, which is the moment a credit is spent.4Refine in plain words
Ask for one specific change, such as adding a timeline under a panel. A new version is created and earlier versions stay available.5Browse the generators
Use the tools library to start from a purpose-built generator for a common figure type instead of a blank prompt.
6Export and choose a plan
Download PNG or JPG, or export SVG and PPTX to keep editing. Compare Standard, Pro and Max if more credits or document upload are needed.
Pros and cons
Pros
- Shows its plan and settings first, and spends no credit until Generate is pressedAI
- Targeted edits in plain words keep the rest of the figure intact and save every versionAI
- Exports to SVG and PPTX allow further editing in Figma, Illustrator or InkscapeAI
- Charts are drawn from the exact numbers supplied rather than invented by an image modelAI
- Library of 320 generators covers common figures such as free body diagrams and PRISMA flowchartsAI
Cons
- Illustrations are AI-generated, so scientific accuracy must be checked before use in class or papersAI
- SVG export costs 2 credits and PPTX export 4 credits, which adds up on the lower plansAI
- Document upload and multi-figure sets are limited to the Pro and Max plansAI
- The free tier is small: 2 image credits and a trial that expires after 7 daysAI
- API access is reserved for the most expensive Max planAI
How much does ConceptViz cost?
Pricing
Free start with 2 image credits. Standard is $20.83/month billed yearly ($29.90 monthly) for 45 credits; Pro is $69.16/month yearly ($99.90 monthly) for 130 credits; Max is $124.99/month yearly ($179.90 monthly) for 220 credits. Image packs are available for Studio.
Learn moreSupport
Support is by email at contact@conceptviz.app. The homepage FAQ covers accuracy, editing, pricing, commercial use and data storage.
Integrations
No direct integrations are listed. SVG exports can be edited in Figma, Illustrator or Inkscape, and PPTX exports open in presentation software. API access is included on the Max plan.
Features
Conversational Agent for illustrations, editable SVG flowcharts and exact data charts. Plan preview before generation, targeted edits, full version history, PNG/JPG/SVG/PPTX export, 320 figure generators, document upload and sets of up to 6 related figures on Pro and Max.
Learn moreFrequently asked questions about ConceptViz
How much does ConceptViz cost?
Free start with 2 image credits. Standard is $20.83/month billed yearly ($29.90 monthly) for 45 credits; Pro is $69.16/month yearly ($99.90 monthly) for 130 credits; Max is $124.99/month yearly ($179.90 monthly) for 220 credits. Image packs are available for Studio.Does ConceptViz offer a free trial?
Free start includes 2 image credits and a short Agent trial, valid for 7 days, with no card required. Figures made with Agent during the trial carry no watermark.Does ConceptViz have an API?
Yes, ConceptViz offers an API.How do you use ConceptViz?
The walkthrough on this page covers 6 steps: 1. Start a free account 2. Describe the figure 3. Review the plan 4. Refine in plain words 5. Browse the generators 6. Export and choose a plan.What platforms does ConceptViz support?
ConceptViz is available on Web App.What does ConceptViz integrate with?
No direct integrations are listed. SVG exports can be edited in Figma, Illustrator or Inkscape, and PPTX exports open in presentation software. API access is included on the Max plan.
