Codia AI vs Napkins.dev

Codia AI converts screenshots, PDFs, slides, images, and design files into editable designs and other creative formats. Its Screenshot to Figma workflow detects text and layout to rebuild screenshots as editable layers. It also converts Photoshop files and content from Canva, Notion, or Office into Figma designs. For development, it can turn screenshots, PDFs, or Figma files into code for React, Vue, SwiftUI, Flutter, Android, or plain HTML. NoteSlide converts NotebookLM exports, regular PDFs, and image-based slides into editable PowerPoint or Keynote presentations. Visual Struct API turns interface screenshots and mockups into structured JSON, SVG, and Figma-compatible files. The product family includes Codia Studio and Figma and Canva plugins, with listed workflows for Figma, Canva, Photoshop, Sketch, Cursor, Claude Desktop, and ChatGPT. Codia offers web, API, and extension access, and lists a free plan at free. It says private customer files, prompts, and outputs are not used to train models unless the customer opts in or a separate written agreement provides otherwise. Converted output may need manual review, and OCR depends on source quality.

Napkins.dev has no write-up on Specifiction yet; its figures are above.