ExplainViz

commercial Freemium

AI tool that converts research descriptions into publication-ready scientific diagrams for academics, with editable SVG output for journal submissions

no code

Overview

ExplainViz converts research descriptions into publication-ready scientific diagrams for academics. Users describe their findings in text, and the AI drafts a structured, labeled diagram they can edit and export in journal-specification formats. Output is editable SVG compatible with Illustrator. It covers graphical abstracts, conceptual frameworks, theoretical frameworks, scientific illustrations, and research posters across disciplines including biology, chemistry, medicine, computer science, physics, and engineering, following a three-step workflow: describe, AI drafts, edit and export.

The Verdict

Who Should Use ExplainViz?

Best For

Researchers and academics preparing graphical abstracts or conceptual framework diagrams
Graduate students writing papers, theses, dissertations, or conference submissions
Anyone needing a journal-ready diagram without manual design work in Illustrator

Not Ideal For

General-purpose diagramming or non-scientific content
Users wanting full manual control over diagram layout from scratch
Teams needing transparent, published pricing tiers upfront

What's Great

Text-to-diagram workflow built specifically for scientific and academic use cases
Editable SVG output compatible with Illustrator rather than a locked image
Covers multiple disciplines: biology, chemistry, medicine, computer science, physics, engineering
No watermarks on exported diagrams
Simple three-step workflow: describe, AI drafts, edit and export

ExplainViz Official Site