Best model: SDXL and Flux both excel; Flux is especially good when you want legible menu text in-frame.
Commercial food photography lives and dies on three things: side or back lighting that shows texture, deliberate styling (garnish, crumbs, a wisp of steam), and a clear sense of surface and depth. Describe those and the dish reads as real food rather than a glossy plastic prop.
The common failure is over-glossiness — everything looks lacquered. A short negative prompt against "plastic, fake, overly glossy" keeps it edible-looking.
Example prompts
Hit Open in Builder to drop any of these straight into the workspace, then tweak, weight and generate.
overhead food photograph of a steaming bowl of tonkotsu ramen, soft side light, rising steam, fresh scallions and soft-boiled egg, glistening broth, shallow depth of field, macro detail, dark moody table, editorial food styling, 100mm macro
Negative: plastic food, fake, overly glossy, oversaturated, messy, blurry, lowres, deformed
bright airy flat lay of pancakes with maple syrup and berries, natural morning light, fresh mint garnish, soft shadows, marble surface, pastel props, crisp focus, appetising, food magazine style
Negative: dark, muddy colors, plastic, artificial, cluttered, blurry, lowres
Tips that actually move the needle
- Lead with the camera angle — "overhead" / "45-degree" / "eye-level macro" — it changes the whole composition more than any other word.
- Side or back light ("soft side light", "backlit steam") reveals texture and steam; flat front light makes food look dead.
- Name the surface (marble, dark slate, weathered wood). It sets mood and reflections in one token.
- Ask for one fresh garnish and "shallow depth of field" — styling plus focus is what reads as professional.
- Negative-prompt "plastic food, overly glossy" to avoid the lacquered, inedible look.
Frequently asked questions
How do I get realistic steam in AI food photos?▾
Combine "rising steam" with a backlight cue like "soft side light" or "backlit" — steam only reads when it is lit from behind. A dark background makes it pop.
Why does my AI food look fake or plastic?▾
Usually over-saturation and a front-lit, glossy render. Add a film/editorial styling cue, ask for shallow depth of field and texture, and push "plastic food, overly glossy, oversaturated" into the negative prompt.