How to Write Prompts for AI Product Photography

With one good product photo and a clear prompt, Glif can produce studio shots, lifestyle scenes, flat lays and ad-ready hero images without a photoshoot. This guide gives you a formula for product photography prompts, the vocabulary photographers use, and examples you can adapt.

Start with a good source photo

The AI can only be as accurate as the photo you give it.

Plain background. A clean shot on white or a neutral color works best.
Even light, in focus. No harsh shadows or blur.
Label readable. If text on the product matters, make sure it’s sharp.
More than one angle, if you have them. Front, side and back help Glif keep the product accurate from new viewpoints.
The real product. Use the actual product photo rather than a mockup or rendering, so details stay true.

The prompt formula

Build your prompt from these parts. You don’t need all of them, but each one you add removes guesswork.

Part	What to say	Example
Product	What it is, and what must not change	”This serum bottle; keep the label and cap exactly as in the photo”
Shot type	The kind of photo	”Lifestyle shot” / “flat lay” / “white-background e-commerce shot”
Setting and surface	Where the product sits	”On a marble bathroom counter beside a folded linen towel”
Lighting	Light quality and direction	”Soft morning window light from the left”
Camera	Angle, distance, focus	”Eye level, close-up, shallow depth of field”
Composition	Placement and space	”Product on the right third, empty space on the left for text”
Mood and palette	Feel and colors	”Calm, clean, warm neutrals with a hint of green”
Format	Aspect ratio and use	”4:5 for Instagram feed”
Props and people	What else is in frame	”A hand reaching for the bottle, no face visible”

Put together:

“Lifestyle shot of this serum bottle on a marble bathroom counter beside a folded linen towel and a sprig of eucalyptus. Soft morning window light from the left. Eye level, close-up, shallow depth of field. Product on the right third with empty space on the left for text. Calm, clean, warm neutrals. 4:5. Keep the label and cap exactly as in the photo.”

Shot types and when to use them

Shot type	Best for	Prompt starter
White background	Marketplaces, product pages	”Clean e-commerce shot on a pure white background, soft even light, subtle shadow beneath, 1:1”
Transparent background	Cutouts for designers and layouts	”Product cutout on a transparent background”
Studio hero	Homepage, launch ads	”Dramatic studio hero shot, dark backdrop, single spotlight, reflection on a glossy surface”
Lifestyle	Social ads, brand storytelling	”The product in use at [setting], natural light, candid feel”
Flat lay	Social, bundles, kits	”Top-down flat lay on [surface] with [props], evenly spaced, soft shadows”
In hand / in use	Showing scale and use	”A hand holding the product, close-up, background softly blurred”
Detail / macro	Texture, materials, quality	”Macro close-up of the [texture/material], very shallow depth of field”
Multi-angle	Product pages, lookbooks	”Front, three-quarter, side and back views, same lighting and background”

Vocabulary that helps

Lighting: soft window light, golden hour, overcast daylight, studio softbox, hard light with crisp shadows, backlit, rim light, single spotlight, high key (bright, minimal shadows), low key (dark, moody). Camera: eye level, top-down, low angle, three-quarter view, close-up, wide shot, shallow depth of field (blurred background), macro, wide-angle, telephoto compression. Surfaces and settings: marble, travertine, brushed concrete, linen, raw wood, terrazzo, seamless paper backdrop, kitchen counter, bathroom shelf, café table, picnic blanket, gym bench. Mood: minimal, editorial, warm and inviting, fresh and bright, luxurious, playful, rugged, clinical and clean.

Example prompts

Marketplace listing

“White-background e-commerce shot of this sneaker, three-quarter view facing left, soft even light, subtle shadow beneath, product fills 85% of the frame, 1:1. Keep the logo and stitching exactly as in the photo.”

Paid social

“Lifestyle shot of this cold brew can on a café table by a sunny window, condensation on the can, a croissant out of focus in the background. Golden hour light from behind. Close-up, shallow depth of field. 4:5. Leave the top third clear for a headline.”

Seasonal variation

“Using the approved shot, make three seasonal versions: autumn (warm oak table, fallen leaves), winter (frosted window, wool scarf), spring (pale linen, fresh tulips). Keep the product, angle and lighting direction the same.”

Bundle flat lay

“Top-down flat lay of these three skincare products on pale terrazzo, evenly spaced with a few rose petals and a small towel, soft diffused light, 1:1.”

Hero for a launch

“Studio hero shot of this headphone on a black glossy surface with a mirror reflection, single cool spotlight from above, subtle haze, dramatic and premium. 16:9 with space on the right for text.”

Keep products accurate

Say what must stay the same: “Keep the label, logo, color and shape exactly as in the photo.”
Upload the real logo if it needs to appear separately from the product.
Check every result against the real product before using it. AI can change label text, proportions or small details.
If something drifts, say exactly what to fix: “The cap should be matte black, not glossy. Fix only the cap.”

Make a set, not a single image

Ask for several shots in one message so they share lighting and style:

“Make a product page set for this bag: white-background front view, three-quarter view, back view, an interior detail shot, and one lifestyle shot on a café chair. Same soft daylight across all. 1:1.”

Then resize the ones you need for ads. See Image Generation.

Fix common problems

Problem	Try
Looks fake or “AI”	Add a specific real setting and light source; ask for “natural, candid, photographic”
Product looks different	Upload a clearer photo or more angles; say “keep the product exactly as in the photo”
Label text is wrong	Ask Glif to fix only the label; check against the original
Too busy	Ask for fewer props and more empty space
Wrong mood	Change lighting first; it affects mood more than anything else
Doesn’t match the rest of the campaign	Keep it in the same chat, or apply the same Style

Try a ready-made workflow

Product Photo Studio: one product photo in, lifestyle scenes, flat lays and studio hero shots out (estimated 2–24 credits).
Product Placements: your product in a scene you describe (estimated 15–60 credits).
Multi-Angle product shot: four camera angles from one photo, joined by smooth video transitions (estimated 80–300 credits).
Create Product Lookbooks: see How to Create a Consistent Product Lookbook.

Agent Reference

Prompt template

[Shot type] of [product, from the attached photo] [setting/surface].
[Lighting]. [Camera angle, distance, focus].
[Composition and negative space]. [Mood and palette]. [Aspect ratio].
Keep [label/logo/color/shape] exactly as in the photo.

Request pattern

Pass product photos as asset_ids (or attachments for public URLs). Include multiple angles when available.
Request a full set (shot types × formats) in one compose_project call so lighting and style match.
For transparent cutouts, say “transparent background” explicitly.
For variations of an approved image, continue the same project_id and state what stays fixed.

Relevant models (snapshot; see `https://glif.app/models`)

Model	Notes
GPT Image 2.5	Ranked #1 for product photography on glif.app; supports transparent backgrounds and multi-image reference
Phota Image Editor	Multi-image editing, up to 4K
Nano Banana Pro	Up to 14 reference images, up to 4K
Bria Background Remover	Background removal
P-Image Upscale	Upscaling up to 128 MP

Workflow cards

Card	Bring	Estimated credits
Product Photo Studio	One product photo	2–24
Product Placements	Product photo + scene brief	15–60
Multi-Angle product shot	Product photo + angle brief + transition style	80–300
Create Product Lookbooks	Product photos + brand direction	25–100

Accuracy check

After delivery, prompt the user to compare label text, logo, color, shape and proportions against the original product photo.

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How to Write Prompts for AI Product Photography

Start with a good source photo

The prompt formula

Shot types and when to use them

Vocabulary that helps

Example prompts

Keep products accurate

Make a set, not a single image

Fix common problems

Try a ready-made workflow

More on glif.app

Agent Reference

Prompt template

Request pattern

Relevant models (snapshot; see `https://glif.app/models`)

Workflow cards

Accuracy check

​Start with a good source photo

​The prompt formula

​Shot types and when to use them

​Vocabulary that helps

​Example prompts

​Keep products accurate

​Make a set, not a single image

​Fix common problems

​Try a ready-made workflow

​More on glif.app

​Agent Reference

​Prompt template

​Request pattern

​Relevant models (snapshot; see https://glif.app/models)

​Workflow cards

​Accuracy check

Start with a good source photo

The prompt formula

Shot types and when to use them

Vocabulary that helps

Example prompts

Keep products accurate

Make a set, not a single image

Fix common problems

Try a ready-made workflow

More on glif.app

Agent Reference

Prompt template

Request pattern

Relevant models (snapshot; see `https://glif.app/models`)

Workflow cards

Accuracy check