FigCanvas presents a clear proposition for researchers: AI-assisted figure making that turns prompts or data into drafts across illustrations, plots, and diagrams. The supplied score table places positioning at 82/100, audience and messaging at 84/100, usability at 78/100, accessibility at 76/100, writing quality at 78/100, and technical SEO at 84/100.
The main constraints are execution and speed. Design execution scores 66/100, performance scores 58/100, decision-support surfaces score 68/100, and review-content integrity scores 61/100. The supplied lab runs record a 3.3-second homepage LCP, 10.7-second time to interactive, and at least 3.7 MiB in PSI. The site has useful practical content and a meaningful workflow distinction, but proof quality and consistency need more work.