At toolwiki, Sophie covers image generation and visual AI — from Midjourney through Flux Pro and Stable Diffusion to Recraft, Ideogram and Canva Magic Media. Her reviews come from hundreds of generations per tool and real marketing use cases: product shots, social-media visuals, book covers, brand illustrations.
Sophie has a graphic-design background and knows the gap between pitch demo and production firsthand. Her tests therefore aren’t just about image quality but about the full pipeline: consistency across image series, style stability for brand visuals, vector export, commercial license posture. Which AI is actually suitable for a 50-page brand book — and which one just for a quick Twitter post?
Her second focus is the legal angle: copyright in AI images, training-data debates, commercial use, and who’s liable when things go wrong. Sophie translates complex license questions into simple, practical recommendations for SMBs, solopreneurs and agencies.