tool guide
AI Product Photo Generator for E-commerce
Turn one product photo into white-background pack shots, styled lifestyle scenes, and on-model images with Kansova's AI product photo workflows.
TL;DR
One product photo in: white background, styled scene, or on-model shot out. No studio required.
Who this is for
- E-commerce sellers who have product photos but need clean or styled versions.
- Brands producing marketplace listings and ad creatives at volume.
- Small teams without access to a photo studio or retoucher.
Best for / Not best for
Best for
- White-background pack shots
- Styled scene images
- On-model accessory shots
- Ad creative variations
Not best for
- Inventing product details not visible in the photo
- Guaranteed packaging text accuracy
- Legal or safety claims on labels
- Pixel-perfect vector-like precision
Parameters
| Parameter | Supported value | Notes |
|---|---|---|
| Image models | GPT Image 2, GPT Image 2.5 Flare, GPT Image 2.5 Sunburst, Nano Banana, Nano Banana Pro, Seedream 5 Lite, Seedream 5 Pro | Sunburst targets precise product-shot editing. |
| Input | One product photo plus a change prompt | Upload the photo and describe only the changes you want. |
| Output size | 1K to 4K depending on model | 4K tiers cost more credits. |
| Ready-made workflows | White background, product scene, eyewear on-model | Three product workflows in the template library. |
| Processing | Asynchronous | Kansova polls task status until completion. |
Pricing
Kansova bills generations in credits. Basic is $9.90/month for 300 credits; Pro is $19/month for 750 credits; Studio is $39/month for 1,700 credits.
| Generation | Kansova credits | Cost methodology |
|---|---|---|
| GPT Image 2 | 2 credits (1K/2K) | 4K bills at 4 credits |
| Nano Banana | 4 credits (1K/2K) | 4K bills at 8 credits |
| Nano Banana Pro | 8 credits (1K-3K) | 4K bills at 16 credits |
| GPT Image 2.5 Sunburst | 2-22 credits by quality tier | 2K doubles and 4K quadruples the 1K rate |
Comparison
| Dimension | Kansova product workflow | Studio photo shoot | Cutout tools | Stock photography |
|---|---|---|---|---|
| What you need | One clear product photo | Ship the physical product | An existing photo | Nothing |
| Scene changes | A new scene per prompt | Re-shoot per scene | Template backgrounds | Not your product |
| On-model shots | Generated from the product photo | Model and studio booking | Rare or none | Generic models |
| Typical cost | From 2 credits per image | Studio day rates | Subscription tiers | Per-asset licensing |
| Best for | Fast listing and ad visuals | Exact photography | Marketplace compliance | Generic imagery |
Prompt examples
- 01
Keep the product and its label exactly as shown. Place it on a pure white studio surface with a soft contact shadow. No props. - 02
Keep the product unchanged. Set it on a warm oak table with morning window light and a softly blurred cafe interior behind. - 03
This is an eyewear product photo. Place these exact glasses naturally on a model's face: correct scale and shadow, preserve the frame shape, colour, material and lenses.
Known limitations
- Small text, logos and fine details can drift. Compare every output with the original photo.
- The product must be clearly visible in the source photo.
- Generate two or three candidates per direction and keep the best; this is normal for AI editing.
- Check any claims or packaging text manually before publishing.
Alternatives
Frequently asked questions
Do I need a photo studio?
No. One clear, evenly lit photo of the product is enough to start; the workflow generates the studio look.
How many images can I upload per generation?
Kansova currently uses one reference image per generation. Upload the best photo of the product and describe the changes you want.
Will the product look exactly the same?
The models preserve the product on a best-effort basis. Fine details like small text can change, so compare each result with the original before publishing.
Can I put accessories on a model?
Yes. The eyewear on-model workflow places a product photo of glasses onto a generated model with natural fit and light.
How much does it cost?
Edits start at 2 credits per image on GPT Image 2. Higher-tier models cost more, and the exact total is shown before you generate.
Last updated
2026-10-16
Sources and methodology
Parameters and credit figures reflect the live Kansova controls and the production pricing function as of 2026-10-16. Provider rates are reference figures and may change independently.
- EvoLink API documentation index
Provider documentation used to verify image modes and output tiers.
- Kansova product facts
Canonical list of supported workflows and current limitations.
- Kansova pricing
Current subscription and monthly credit allowances.