Original bottle
ControlAmber glass, black ribbed cap, and a cream label reading “NORTH / SERUM / 30 mL”.
Ecommerce Photo Stack
Updated October 15, 2026
Product Images
Best AI Product Photo Tools 2026
This guide is for ecommerce sellers and catalog teams choosing between marketplace cleanup, lifestyle scenes, batch editing, API automation, and campaign design. Start with PhotoRoom for most seller workflows or Claid.ai for API-scale image pipelines, then use the decision routes below.
Pricing and free limits change often. Use this guide for workflow selection, then verify the current plan details on each vendor site before buying.
Ownership disclosure: Image3D and AI Tool Finder share the same owner. References to Image3D in this guide are recommendations of an affiliated product.
AI answer summary
Direct answer: choose the AI product photo tool by catalog workflow
PhotoRoom is the best first pick for most ecommerce sellers because it covers background removal, AI scenes, batch editing, mobile editing, and marketplace-style outputs in one workflow. Pixelcut is strong for lean shops that want product photos plus simple marketing assets. Pebblely, Flair AI, and Mokker AI are useful when the main job is lifestyle product imagery. Claid.ai is the better fit for API-driven catalog operations and large image pipelines.
Do not choose a tool only because the generated image looks pretty in a demo. Product photo work is judged by repeatability: accurate product shape, believable shadows, marketplace crop control, batch operations, export quality, team review, and whether the final image can be reused across product detail pages, ads, email, and social posts.
Best defaultPhotoRoom for sellers that need fast cleanup, white backgrounds, lifestyle scenes, and catalog refreshes.
Best for scaleClaid.ai when thousands of SKU images need automated enhancement, normalization, and API handling.
Best 3D handoffUse Image3D after photo cleanup when the product needs rotation, AR preview, GLB, OBJ, STL, or model-viewer output.
Compare cost, access and the finished deliverable
Pricing/access checked October 15, 2026; Photoroom allowance/tax wording and the budget/rights sections rechecked October 19. USD where specified; annual equivalents are annual commitments. Check each vendor’s checkout tax treatment; Photoroom says VAT/GST is included. Existing tool order is preserved. No new generation benchmark was run.
| Tool | Best-fit job | Price / billing basis | Allowance / access | Constraint and official CTA |
|---|---|---|---|---|
| PhotoRoomCompare alternatives → | General ecommerce product photos | $7.50/month billed yearly for Pro ($90/year). | 8,000 AI credits and 1,000 exports/month; a free trial is offered. Free accounts are personal/non-commercial only; see the rights check below. | App credits/exports and API/MCP use separate allowances. Paid plans now list a separate API/MCP wallet; check its value and API rates. Open PhotoRoom Pricing |
| PixelcutCompare alternatives → | Lean brands and marketplace sellers | Pro: $8/month billed yearly ($96/year). | 600 AI credits/month, 1,000 batch exports/month and 3 included seats. Free has limited tools and watermark-free export. | AI models consume credits differently; background removal access is not unlimited generative use. Open Pixelcut Pricing |
| PebblelyCompare alternatives → | Fast lifestyle scenes | Basic: $19/month, monthly subscription. | 200 generated images/month; custom prompts and bulk generation included. | A generated image is not an accepted listing image. Budget retries and product-fidelity review. Open Pebblely Pricing |
| Claid.aiCompare alternatives → | API and high-volume image operations | Web plans and API pricing are separate; confirm the selected workflow price. | Public trial lists 50 web credits and 50 API credits. | Photoshoot is listed at 4 credits per generation; do not equate credits with finished images or assume API access is included in a web allowance. Open Claid.ai Pricing |
| Flair AICompare alternatives → | Brand-directed creative scenes | Free and paid plans; verify billing toggle and commercial licence before subscribing. | Free lists 5 generated images; instant/ad generation uses 4× the image quota. | Company commercial licence is listed on Pro+ and higher. Free generation does not prove commercial export eligibility. Open Flair AI Pricing |
| Mokker AICompare alternatives → | Product lifestyle backgrounds | Starter shown at $13/month under annual pricing ($156/year). | 20 free photos once; Starter lists 500 photos/month. | Team plans are per user. The July test below is one observed result, not a current quality guarantee. Open Mokker AI Pricing |
| Canva | Marketing layouts around product images | Free / Pro / Business; currency and seat cost depend on the selected plan. | Pro is single-user; some AI tools draw on a shared monthly allowance. | Use it for layouts around approved product assets; verify trial AI limits and commercial asset rights. Open Canva Pricing |
| Picsart | Creator-style image editing | Pro shown at $10.50/month billed yearly ($126/year). | Pro lists bulk editing up to 50 images per batch. | A batch size is not a generative-credit allowance. Check model usage costs and inspect product details after edits. Open Picsart Pricing |
| Shopify Magic | Shopify-native store workflows | File-editor media generation is temporarily offered at no additional cost; the store subscription remains separate. | Sidekick media generation requires Basic, Grow, Advanced or Plus; the file-editor pricing note covers all plans. | These are different entry points. The documented default generated resolution is 1 MP; check eligibility and export dimensions. Open Shopify Magic Access Guide |
| CreatorKit | Product ads and video-style ecommerce creative | Public plans include Free and paid tiers; confirm product-image access inside the account. | Pricing distinguishes generation from downloads and watermark removal. | The July 31 account hit a product-photo paywall. Public offers today do not retrospectively remove that test result. Open CreatorKit Pricing |
Budget accepted images, not generations
Illustrative arithmetic, not a measured acceptance rate: Pebblely Basic at $19 for 200 generated images is $0.095 per generation if the whole allowance is used. If only 100 pass your own review, the subscription component becomes $0.19 per accepted image, before staff time. An unused allowance raises that effective cost.
Compare vendors using the same SKU count, views, output dimensions, export format, review time and retry assumption. Check whether the constraint is generations, credits, downloads, API calls or seats. Keep one approved original per SKU and reject changes to labels, shape, quantity or colour.
A worked budget for 100 products
Checked October 19, 2026. This is a planning example, not a new generation test or a quotation for your catalog.
Define the delivery: 100 products × 2 approved views = 200 accepted images. At an assumed 50% acceptance rate, budget 400 generated candidates. A 75% rate needs 267 candidates, rounded up; a 25% rate needs 800. These are scenarios, not measured vendor success rates.
| Plan example | Capacity under this assumption | Subscription commitment | What can break the estimate |
|---|---|---|---|
| Photoroom Pro | The pricing matrix lists up to 400 Edit with AI generations if all 8,000 credits go to that feature, plus 1,000 exports. | $7.50/month equivalent, $90 billed yearly. Do not budget $7.50 as the whole purchase. | Exactly 400 candidates leaves no credit buffer for that feature. Other AI operations share the pool; app exports and API/MCP have separate allowances. Plan limits and billing. |
| Pebblely Pro | 500 generated images/month covers 400 candidates with 100 remaining. Basic's 200-image allowance does not. | $39 for a monthly subscription. If 200 outputs pass review, software cost for that month's plan is $0.195 per accepted image. | At 25% acceptance you need 800 candidates, which exceeds this plan. Extra months, upgrade terms and unused quota change the budget. Current plans. |
| Mokker Starter | 500 photos/month covers the assumed 400 candidates, subject to the account's operation limits. | $13/month equivalent under annual pricing, $156/year. This is not a $13 one-off project. | High-quality export is listed, but validate the required size and product fidelity. The licence conditions still apply. Plan and allowance. |
These are capacity and billing examples, not identical-model benchmarks or a cheapest-tool ranking. Keep source preparation, extra operations, tax treatment at checkout and human review separate. Photoroom's pricing FAQ says VAT/GST is included; do not apply a blanket pre-tax assumption to every vendor.
For the other tools: do not force unlike units into a dollar-per-image comparison. Pixelcut credits depend on the selected model. Claid documents 4 credits per Standard Photoshoot versus 10 for Studio quality: 400 candidates would use 1,600 or 4,000 credits respectively, before extra operations (official breakdown). Flair's instant/ad generation uses four times its image quota. Canva and Picsart require the selected AI allowance, not just a batch-size number. Shopify's temporary no-extra-cost file editor still requires the store subscription and review time. CreatorKit separates generations from downloads; confirm the price of 200 usable downloads before buying.
Commercial-use checks for all ten tools
Official source statements checked October 19, 2026. Permission to use a service or an output does not establish exclusive copyright, clear rights in an uploaded product photo, or approve a marketplace listing. Keep the terms for your chosen plan and use case.
| Tool | What the official source establishes | Before using a catalog or client asset |
|---|---|---|
| Photoroom | Free accounts are personal/non-commercial only. Paid access is governed by the subscription terms. | Choose an eligible paid workflow; confirm client delivery and rights to source material. A free export is not permission for a sales listing. |
| Pixelcut | Its help page permits commercial projects and requires rights to imported images. | Check the selected asset/model and any separate API conditions; do not import a competitor's product photo as your source. |
| Pebblely | Its content terms give users ownership/use of generated images, while excluding assurance against third-party IP infringement. | Review product logos, uploaded references and generated background elements; ownership language is not third-party clearance. |
| Claid.ai | The flatlay-to-model page permits store, ad and marketplace use for that workflow. | That specific statement does not establish every model, uploaded person's likeness or client-transfer condition. Confirm the exact workflow; do not interpret the pricing FAQ as a universal copyright ruling. |
| Flair AI | Company commercial licence is listed on Pro+, Scale and Enterprise. | Do not infer the same entitlement from Free or the lower Pro tier. Check company/client scope as well as generation quota. |
| Mokker AI | The licence permits advertising, catalogs and web uses, subject to payment and prohibited-use provisions. | It is non-exclusive and non-transferable, with restrictions on stock redistribution. Confirm client handoff if that is the job; do not promise a transferable exclusive asset. |
| Canva | AI-created works may be used commercially under its AI Product Terms. | Uploaded photos and library elements retain their own conditions. Editing stock with AI does not erase its underlying licence. |
| Picsart | Its AI help page makes outputs available commercially, without guaranteeing copyright ownership or non-infringement. | Review the current Generative AI Additional Terms and the selected model/asset restrictions; a paid plan is not an IP guarantee. |
| Shopify Magic | Its file-editor guide permits business use inside and outside Shopify; invisible metadata watermarking does not restrict that use. | Use source images you are entitled to upload. Store-plan eligibility, image quality and marketplace requirements are separate checks. |
| CreatorKit | Its named background/prompt collection allows those assets in its product-photo tool. | Broader photo-output/client-transfer scope not confirmed in this review. Confirm the intended paid-download licence before purchase; avatar rights are not evidence of product-photo rights. |
Copy a product-fidelity prompt and acceptance checklist
Use an approved source image and a background-editing workflow. This prompt is an untested starting point; it cannot force a model to preserve labels or recover unseen sides of a product.
- Trial ten difficult SKUs first: include fine label text, transparent packaging, reflective material and unusual shapes. Count every attempt and credit.
- Inspect identity: reject changed text, logos, colour, shape, quantity or included accessories. Keep a source/output pair for every accepted image.
- Check the deliverable: dimensions, crop, file type, background and export access must fit the intended listing slot. Review the current rules of that marketplace.
- Check use rights: source image, selected plan, library assets and any client handoff must all fit the intended use.
- Recalculate before the remaining ninety: use observed acceptance, credits per attempt, export count and review time. Proceed only if the remaining allowance and renewal commitment fit the budget.
Decision record: SKU / source filename / tool and plan / operation / attempts / credits / export dimensions / accepted or rejected / reason / reviewer. This checklist describes work to perform; it does not claim those trials have passed.
Authenticated test · July 31, 2026
One bottle. One prompt. Very different results.
We uploaded the same amber serum bottle and asked each available tool for the same warm bathroom lifestyle scene. We checked product fidelity, label text, scene control, export access, and workflow friction.
Shared prompt
Place this exact bottle on a warm limestone bathroom shelf with soft daylight from the left. Create a clean 4:5 ecommerce lifestyle image. Preserve the bottle shape, black cap ribs, amber glass, liquid line, label dimensions, and the exact text “NORTH / SERUM / 30 mL”. Do not add a second product, hands, logos, or new label text.
Mokker
Usable in this run- Preserved the bottle silhouette, cap, and readable label.
- Official 1024 × 1024 PNG export with no visible watermark.
- Missed the requested 4:5 crop and limestone surface.
Flair
Fidelity failure- Replaced the bottle, cap, and label with a different product.
- Added a person, hand, and props the prompt prohibited.
- Official download opened a paid-plan modal.
Best completed result in this test: Mokker
Mokker produced the most faithful usable image among the tools that completed generation. This supports a product-fidelity finding for this run; it does not by itself make Mokker the best tool for every ecommerce workflow.
What happened in the other logged-in workflows
Access findings are reported separately from output quality.
The shared setup reached generation, but the request returned a Pro upgrade gate. No output was available to score.
The authenticated workspace showed no credits remaining and required a subscription before generation.
The public page promotes free generations, while the logged-in Free Plan showed AI Product Photos disabled.
What we scored
Product silhouette · Label accuracy · Cap, glass, and liquid · Lighting and grounding · Prompt alignment · Export and watermark · Retry cost · Workflow friction
Editorial boundary
Plan limits, credits, and product behavior can change. We report what the authenticated accounts showed on the test date and keep this run separate from broader judgments about mobile editing, APIs, batch operations, teams, and catalog scale.
Tested July 31, 2026 using one shared source image and one shared prompt. Vendor access was not sponsored. No output score was assigned when generation was unavailable.
10 Best AI Product Photo Tools Compared
1. PhotoRoom
Free / paidBest for most ecommerce sellers
PhotoRoom is the strongest default because it is purpose-built for product images rather than general image generation. It handles background removal, white backgrounds, AI-generated lifestyle scenes, brand templates, resizing, mobile editing, and batch workflows. For a seller who needs new marketplace images this week, PhotoRoom usually creates the shortest path from raw phone photo to usable listing asset.
Use it when: Etsy, Amazon, Shopify, eBay, or direct-to-consumer images need fast cleanup and consistent output.
Read PhotoRoom reviewOpen PhotoRoom Pricing2. Pixelcut
Seller workflowBest for small teams that want product photos plus marketing assets
Pixelcut combines AI product photos, background removal, upscaling, templates, and mobile-first editing. It is a practical choice for small brands that do not have a dedicated designer but need clean listing photos, social images, and simple product promotions from the same source material.
Use it when: the same person is creating listing images, short promotions, and social posts.
Open Pixelcut Pricing3. Pebblely
Lifestyle scenesBest for quick lifestyle image variants
Pebblely is focused on AI product photography: upload a product image, choose or describe a setting, and generate product scenes for campaigns, ads, and secondary listing slots. It is strongest when the job is not a plain cutout but a series of believable product-in-context images.
Use it when: a catalog needs seasonal scenes, landing page visuals, or ad variants without a studio shoot.
Open Pebblely Pricing4. Claid.ai
API scaleBest for catalog automation and API image operations
Claid.ai is closer to an image infrastructure layer than a simple seller app. It supports ecommerce image enhancement, background work, resizing, generation, and API workflows. That makes it more relevant for marketplaces, agencies, or catalog teams that need to normalize thousands of product images repeatedly.
Use it when: a product-image process needs automation, API integration, or repeatable quality control.
Open Claid.ai Pricing5. Flair AI
Creative directionBest for brand-directed product scenes
Flair AI is useful when a brand wants more control over the creative scene. It is not just a cutout tool; it helps teams arrange product visuals, props, and style direction for ad-like product photography. That makes it a fit for creative teams that need stronger brand composition than a one-click background swap.
Use it when: product images need a specific campaign look, art direction, or repeatable creative style.
Open Flair AI Pricing6. Mokker AI
Product backgroundsBest for AI background refreshes
Mokker AI is a focused product photography tool for turning product cutouts into studio or lifestyle scenes. It is a sensible option when an ecommerce team has acceptable product source images but needs more visual variety for ads, category pages, and product detail pages.
Use it when: the main problem is background variety rather than full catalog infrastructure.
Open Mokker AI Pricing7. Canva
Design suiteBest for product images inside marketing layouts
Canva is not only a product photo generator. Its value is the design layer around product images: templates, brand kits, social formats, ads, pitch decks, and quick resizing. Use a specialized photo tool to clean the product first, then use Canva when the final asset needs layout, copy, and brand consistency.
Use it when: product photos need to become social posts, banners, ads, or email graphics.
Canva AI reviewOpen Canva Pricing8. Picsart
Creator editingBest for creator-style ecommerce visuals
Picsart works well when product images need creator-style editing, quick effects, background changes, and social-ready exports. It is especially useful for lightweight shops that treat product visuals and content creation as one workflow. Keep edits restrained when the image is used for marketplace listings.
Use it when: the asset is for social, ads, or visual content rather than a strict main product listing image.
Open Picsart Pricing9. Shopify Magic
Shopify-nativeBest for stores already running on Shopify
Shopify Magic is relevant because product images do not live alone; they connect to product descriptions, store pages, email, ads, and merchandising. Shopify merchants should evaluate native AI support before adding another standalone tool, especially when the goal is to speed up store operations rather than create one isolated image.
Use it when: the product image task is part of a Shopify store workflow, not a separate creative pipeline.
Open Shopify Magic Access Guide10. CreatorKit
Ads and commerceBest for product creative that turns into ads
CreatorKit fits the performance creative side of ecommerce. It is most useful when product images need to become ad-ready visuals, templates, or video-style commerce assets. Choose it after the source image is accurate and clean, then use it to create campaign output.
Use it when: the objective is ad creative and ecommerce content, not just a catalog image refresh.
Open CreatorKit PricingHow to Choose an AI Product Photo Tool
1. Separate main listing images from lifestyle images
Main images need accuracy, plain background control, and no misleading edits. Lifestyle images can use stronger AI scene generation, but they still need review for product scale, reflections, shadows, and material accuracy.
2. Test with your hardest product, not your prettiest product
Transparent bottles, jewelry, reflective metal, soft fabric, fur, bundles, and white-on-white products expose weak cutouts quickly. A tool that works on the hard sample will usually work on the rest of the catalog.
3. Check repeatability across 20 images
A good demo image is not enough. Test twenty products with the same output size, scene style, and export settings. The best tool is the one that keeps the product position, lighting direction, and brand look consistent.
4. Decide whether you need an API
Manual tools are faster for small shops. API tools are better when images come from suppliers, vendors, sellers, or catalog imports and need automatic enhancement before publishing.
5. Know when to skip AI generation
Use an original studio photograph or professional shoot when exact physical accuracy, regulated claims, reflective materials, or premium campaign art direction cannot be verified from an AI output.
Marketplace acceptance
Validate the export against the channel before you publish
The AI editor is only one step. A product image can look polished and still fail a marketplace upload, search thumbnail, or main-image policy. Keep the untouched source photo and review the final export against the destination channel.
| Channel | What to check | Practical AI-photo rule |
|---|---|---|
| Amazon MAIN image | Accurate real product, complete product in frame, roughly 85% image fill, one unit, no promotional text/review graphics/marketplace-style badges. | Use AI for cleanup only when the output still matches the real item's shape, quantity, color, included accessories, and packaging state. Put stronger lifestyle generation in secondary images, not the MAIN slot. |
| Etsy listing photos | Supported file type; Etsy recommends listing images at least 2000px wide/high, and the first image should be at least 635px in both dimensions. Dark, blurry, or collage-style primary images can hurt listing quality/search presentation. | Export a clean high-resolution first image and inspect Etsy's cropped thumbnail. Avoid relying on transparent PNG: Etsy says transparent areas display black. |
| Shopify product media | Images can be up to 5000×5000px or 25MP and must be under 20MB; Shopify says square product images around 2048×2048 usually display best. | Keep featured-image aspect ratios consistent across the catalog. Shopify can serve optimized formats through its CDN, so optimize for source quality and consistency rather than manually creating a different image for every viewport. |
A five-minute acceptance pass
- Compare the final image with the physical product or untouched source photo: shape, color, quantity, logo, label text, included accessories, and material must still match.
- Pick the channel slot first: MAIN/primary image, secondary lifestyle image, ad creative, email, or social. Do not reuse a lifestyle-generation rule for a strict main-listing slot.
- Check dimensions, file type, file size, crop, and thumbnail after upload rather than assuming the exported file will display as designed.
- Keep the original photo and the approved final export. If an AI edit changes a regulated claim, product feature, package count, or included accessory, reject the output instead of trying to prompt-fix it.
Marketplace requirements checked September 26, 2026. Category-specific rules can be stricter than the general image guidance, so the marketplace's current listing policy remains the final source of truth.
Product photo to 3D handoff
When product photos need more than a flat image
AI product photo tools solve the 2D image problem: cleaner backgrounds, better crops, stronger lifestyle scenes, and faster campaign variants. They do not create an inspectable object. If a buyer, designer, game team, or product marketer needs rotation, AR preview, model-viewer placement, or reusable 3D formats, the workflow should shift after photo cleanup.
A practical route is: clean the source image in PhotoRoom, Pixelcut, or Claid, verify that the product silhouette is accurate, then send the cleaned visual into a 3D-specific workflow such as Image3D. Keep this boundary clear: product photo tools create ecommerce images; 3D tools create assets that can be inspected, rotated, or reused beyond a flat listing.
Compare AI 3D model generators Read Image3D reviewEditorial Review Checklist
Use this checklist before paying for any AI product photography tool. It keeps the decision tied to real ecommerce output rather than polished vendor examples.
| Check | Pass condition | Why it matters |
|---|---|---|
| Product fidelity | The product shape, color, material, packaging, and logo remain accurate. | AI changes that look small can create refund risk and marketplace policy issues. |
| Background control | The tool can produce plain white, transparent, brand color, and lifestyle outputs. | Different channels require different image types. |
| Batch consistency | Twenty products can be edited with matching crop, padding, and lighting direction. | Catalog pages look weaker when every image uses a different visual system. |
| Export readiness | Exports are large enough, clean enough, and formatted for store and ad channels. | Low-resolution or wrongly cropped exports create rework. |
| Team review | A human can approve, reject, and revise outputs before publishing. | Product imagery should never be fully unattended for brand or compliance use. |
| 3D boundary | The team knows when to move to Image3D or another model workflow. | Flat-image tools should not be treated as AR, 3D, or configurator tools. |
FAQ
What is the best AI product photo tool in 2026?
PhotoRoom is the best first pick for most sellers because it combines background removal, AI backgrounds, templates, batch editing, mobile apps, and ecommerce workflow support. Claid.ai is better for API and large catalog operations. Pebblely, Flair AI, and Mokker are stronger when the main output is lifestyle product imagery.
Which tool is best for Shopify sellers?
Shopify sellers should compare PhotoRoom, Pixelcut, and Shopify Magic first. PhotoRoom and Pixelcut are faster for standalone image editing. Shopify Magic is worth checking when the image work connects directly to Shopify product pages, descriptions, and store operations.
Can AI product photo tools replace a professional photoshoot?
They can replace many routine ecommerce shoots, especially background cleanup, lifestyle variants, seasonal scenes, and simple marketplace crops. They do not fully replace professional photography for premium brand campaigns, reflective products, complex materials, regulated claims, or campaigns that need physical art direction.
Are AI product photos safe for Amazon listings?
Use them only when the output still represents the real item accurately. Amazon's current MAIN image rules require an accurate professional product image, the complete product in frame, roughly 85% image fill, one unit, and no promotional text, review graphics, or marketplace-style badges. Stronger AI lifestyle generation belongs in secondary images, not the MAIN slot.
When should you skip AI-generated product photography?
Skip it when exact physical accuracy, regulated claims, reflective or transparent materials, or premium campaign art direction cannot be verified from the output. Use an original studio photograph or professional shoot instead.
How should you test an AI product photo tool before paying?
Upload a difficult real product, reuse one detailed prompt, and compare product shape, label text, materials, lighting, crop, export access, watermark, and retry cost. A polished sample gallery is not a substitute for testing your own product.
When should I use Image3D after product photo cleanup?
Use Image3D when the product needs to become an inspectable or reusable 3D asset rather than another flat image. Examples include AR previews, game objects, model viewers, product configurators, or GLB, OBJ, STL, and similar handoff formats.
Related Resources
For AI product-photo companies
AI Tool Finder accepts free tool submissions, factual corrections, and separately reviewed commercial placement requests. Payment does not guarantee an organic recommendation or change this guide's editorial verdict. Sponsored placements are labeled.
Source Notes
Public pricing and access notes were checked October 15, 2026, using the official links in the comparison table. Authenticated access states remain the observations from July 30–31, 2026; this update did not rerun paid or free generations. The controlled bottle test used the same source image and prompt where generation was available. Marketplace image requirements for Amazon, Etsy, and Shopify were rechecked against their official help pages on September 26, 2026. Pricing, free limits, product behavior, and marketplace rules can change, so treat the vendor or channel's current policy as the source of truth before purchase or publication.
- PhotoRoom
- Pixelcut
- Pebblely
- Claid.ai
- Flair AI
- Mokker AI
- CreatorKit AI Product Photos
- Canva
- Shopify Magic
- Amazon Seller Central product image guide — MAIN image and general product-image requirements.
- Etsy image requirements and best practices — supported file types, listing-image dimensions, and transparency behavior.
- Shopify product media types — upload limits, recommended square-image size, and aspect-ratio guidance.
Editing an existing image into layers
If the next task is rearranging elements rather than generating a product photo, see Seedream 5.0 Layers inside Runway for transparent layer export and the documented per-run credit cost.