Laboratory photography is the one scientific subject AI image models handle well, because glassware and bench scenes are visual rather than factual and being wrong about a detail rarely misleads anyone.
This is the niche to reach for when you need a science image and cannot risk an inaccuracy. A photograph of a lab bench cannot state a false fact the way a diagram can. The prompts below are built around the things that actually vary: lighting, depth of field, tidiness and era.
What this cannot do
Two failure modes remain. Labels on bottles and flasks come out as nonsense text, so either crop them out or specify unlabelled glassware. And models will happily show unsafe practice — no eye protection, open flames next to solvent, food on the bench — which is a poor look on teaching material. Say what you want explicitly.
5 prompts
Clean bench, editorial
Header images and article cards where you want competence and calm.
Modern laboratory bench photographed from a low angle, row of clean unlabelled borosilicate flasks catching soft window light, shallow depth of field with the background falling away, muted colour grade, editorial photography, no text on any container
Things to change
— "warm morning light" or "cool overcast light" changes the mood entirely
— "cluttered working bench" for something more real and less stock
Titration in progress
Titration, analytical chemistry and technique sections.
Close-up of a burette dripping into a conical flask containing pale pink liquid, gloved hands steady on the tap, sharp focus on the meniscus, blurred laboratory background, natural daylight, safety glasses visible
Things to change
— "colourless turning pink" captures the endpoint moment
— "overhead view" for a flatter composition
Glassware still life
Category headers, print material, anywhere you want something quiet and premium.
Still life arrangement of empty laboratory glassware on a dark slate surface, volumetric flask, graduated cylinder and beaker, single soft light from the side, strong specular highlights on the glass edges, deep shadows, no labels or markings
Things to change
— "on white marble" for a lighter feel
— "backlit" to make the glass glow
Researcher at work, documentary
About pages and anything needing a human presence without a stock-photo grin.
Documentary photograph of a researcher in a white coat and safety glasses writing in a notebook beside laboratory equipment, natural light, candid unposed moment, slight film grain, muted colours, face turned away from camera
Things to change
— "face turned away" avoids the uncanny faces models still produce
— "1970s film photograph" for a period feel
Spectrometer, technical macro
Instrumental analysis and quality-control topics.
Macro photograph of a benchtop analytical instrument, brushed metal housing and a small illuminated display, extremely shallow depth of field, cool industrial lighting, dark background, technical product photography style, no readable text on the display
Things to change
— "amber warning light" adds a focal point
— "wide shot of an instrument room" for context instead of detail
Common questions
Why do bottle labels come out as gibberish?
Text rendering is the weakest part of image generation, and small text on a curved surface is the hardest case. Ask for unlabelled glassware, or crop the labels out and add real ones in a design tool.
How do I stop the image showing unsafe lab practice?
State the safety detail explicitly — "safety glasses visible", "gloved hands", "hair tied back". Models default to whatever looked good in their training data, which included a great deal of stylised laboratory imagery with no protection at all.
Can I use these images commercially?
That depends entirely on the model and plan you generate with, and the terms differ substantially between them. Check the licence for the specific tool rather than assuming — this is one place where the answer genuinely varies.