tool guide
AI Product Background Generator
Create clean ecommerce, campaign, and brand backgrounds for product images with Kansova AI.
TL;DR
Use Kansova to turn a product prompt or reference image into polished product-background concepts for ecommerce, ads, and social posts.
Who this is for
- Ecommerce sellers who need product visuals without booking a photo studio.
- Brand teams creating campaign directions before final production.
- Creators testing multiple backgrounds, ratios, and visual styles for the same product.
Best for / Not best for
Best for
- Clean ecommerce product backgrounds
- Luxury product hero images
- Social ad concepts
- Reference-guided product variations
Not best for
- Guaranteed exact packaging text
- Legal or medical product claims
- Replacing final brand review
- Bulk catalog automation without manual QA
How to use it
- 01
Choose a model
Select an available model based on the media type, credit cost, and output you need.
- 02
Add the creative direction
Enter a prompt, optionally add a reference image, then choose the available format and output settings.
- 03
Generate and review
Review the subject, text, lighting, composition, and motion before downloading or generating another variation.
Parameters
| Parameter | Supported value | Notes |
|---|---|---|
| Input | Text prompt or reference image | Reference images help preserve product shape, color, and composition. |
| Aspect ratio | 1:1, 4:3, 3:4, 16:9, 9:16, and more | Choose square for ecommerce, vertical for social, and wide for hero banners. |
| Output size | 1K, 2K, or 4K | Use 1K or 2K for drafts; reserve 4K for selected finals. |
| Models | GPT Image 2 or Nano Banana | GPT Image 2 has the lower Kansova credit cost; both routes support the current product-image workflow. |
| History | Saved in Asset Library | Completed generations can be revisited and downloaded later. |
Pricing
Kansova bills generations in credits. Pro is $19/month for 500 credits; Studio is $39/month for 1,100 credits.
| Generation | Kansova credits | Cost methodology |
|---|---|---|
| GPT Image 2 background, 1K or 2K | 2 credits | Lower-cost draft option for product-background tests |
| Nano Banana background, 1K or 2K | 4 credits | Available for prompt and reference-image workflows |
| 4K product background | 2x model base cost | GPT Image 2 = 4 credits; Nano Banana = 8 credits |
| Failed provider task | Returned when verified failed | Subject to provider task result |
Comparison
| Dimension | Kansova | Photo studio | Stock background | Single-model API |
|---|---|---|---|---|
| Workflow time | Generation queue | Project schedule | Search and selection | API integration plus generation |
| Custom product fit | Prompt and reference guided | High after shoot | Low | Depends on setup |
| Cost control | Credit based | Project based | Per asset/license | Usage billing |
| Iteration | Easy to rerun | Expensive | Limited | Requires integration |
| Best use | Concepts and campaign drafts | Final production | Generic scenes | Developer workflows |
Prompt examples
- 01
A luxury skincare serum bottle on wet blue stone, soft studio reflections, clean ecommerce lighting, premium minimalist product background, no people. - 02
A ceramic coffee cup package on warm travertine, morning window light, natural shadows, editorial product photography, calm neutral palette. - 03
A running shoe placed on brushed concrete with subtle mist and directional rim light, high-end sports campaign background, crisp details. - 04
A fragrance bottle on dark walnut and black marble, amber backlight, boutique hotel atmosphere, refined luxury product hero image.
Known limitations
- AI can distort small labels, fine packaging text, or exact logos; review final images before publishing.
- Reference images improve product consistency but do not guarantee pixel-perfect preservation.
- Commercial use depends on the plan and must follow Kansova Terms and Acceptable Use Policy.
- Provider availability and queue time can affect completion speed.
Alternatives
Frequently asked questions
What is an AI product background generator?
It is a tool that creates ecommerce, campaign, or social backgrounds around a product prompt or reference image.
How many credits does a product background use?
GPT Image 2 uses 2 credits for 1K or 2K. Nano Banana uses 4 credits for 1K or 2K. 4K costs twice the base amount.
Can I upload a product image?
Yes. Use a reference image when you want the generated background to follow an existing product shape, color, or composition.
Is this only for ecommerce?
No. It also works for campaign concepts, social posts, pitch decks, and brand direction boards.
Last updated
2026-07-08
Sources and methodology
Capabilities were checked against the provider API material supplied to Kansova and the live Kansova controls on 2026-07-06. Credit figures are taken from the production pricing function; 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.