An isometric icon prompt is two sentences doing two different jobs. The first names the object and its details: “a small clay-render coffee machine with a chrome portafilter and a tiny cup on the tray”. The second is the style sentence, and it never changes across the set: “isometric 3D icon, 45-degree view, soft matte clay materials, rounded edges, pastel palette, soft studio light with a gentle shadow, plain off-white background, centred with generous margin”. Everything that makes a set feel like a set lives in that second sentence.
Say “isometric” and “45-degree view” explicitly — left alone the model drifts into a straight-on product shot or a dramatic low angle, and the set stops matching. “Rounded edges” and “soft matte clay” are what produce the Blender-style look that dominates modern app and SaaS illustration; swap them for “low-poly flat shading” or “glossy plastic with rim light” and the same object lands in a different visual world. All ten icons below are unedited first outputs generated on BananaBanana, most of them on Lite at $0.03.