Business

Ecommerce imagery

Essential

Ecommerce collection banner

Create a collection banner from products or theme

Use this skill when you need a repeatable image workflow, not a one-off prompt guess. It defines the input, output, tool path, and quality gate before generation starts.

Input

product photos

Output

banner image

Use this skill Ecommerce kit Copy options

Best fit

Ecommerce imagery

FLUXRecraftoutpainting

Useful for Shopify-style sites

Job to be done

Create banner image from product photos, using a task-first workflow instead of a loose prompt dump.

Workflow type

outpainting, text-to-image, brand-style

Quality promise

The output must preserve user intent, survive visual inspection, and be ready for the target channel.

Ecommerce example input

Input: product photos

Goal: describe the target channel, audience, style, and non-negotiable details.

Constraints: list what must stay unchanged and what can be creatively changed.

Start from a real product photo or a tightly scoped product brief, then keep the workflow focused on the commercial use case instead of chasing a generic pretty image.

Product fidelity checks

Compare the generated image against the source product before publishing.
Preserve product silhouette, proportions, material, color, and visible labels.
Do not invent features, certifications, ingredients, sizes, ratings, or performance claims.
Inspect small text, logos, seams, edges, shadows, reflections, and transparent cutouts at full size.

Workflow outline

Prepare the source input: product photos.
Lock the product facts before generating: shape, material, label text, color, pack size, and claims.
Pick a first tool path: FLUX, Recraft, outpainting.
Generate or edit toward the promised deliverable: banner image.
Review the image for drift, broken details, unreadable text, and weak composition.
Save the prompt, references, and final settings that produced the best reusable result.

Copy-ready skill card

Skill: Ecommerce collection banner

Scene: Business / Ecommerce imagery

Input: product photos

Output: banner image

Tools: FLUX, Recraft, outpainting

Example input: Input: product photos

Goal: describe the target channel, audience, style, and non-negotiable details.

Constraints: list what must stay unchanged and what can be creatively changed.

Quality check: the result must match the promised output and preserve the user intent.

Branch logic

If the user has not provided product photos, ask for it before generating the final banner image.
If a reference image is provided, preserve the subject identity, proportions, and important details before changing style or scene.
If the first result fails visual inspection, fix the smallest broken area first instead of regenerating the whole image.
If the product shape, label, logo, color, material, or scale drifts, reject the output and rerun with stricter reference preservation.
If the scene adds unsupported claims, badges, reviews, certifications, or endorsements, remove them before export.
If the first tool path fails, switch to the next listed option: Recraft, outpainting.
If the image will be published commercially or publicly, run the risk guardrails before export.

When not to use

Do not use this as proof that the generated banner image is factually real or legally approved.
Do not use it when the user needs professional legal, medical, safety, or regulated-compliance judgment.
Do not publish the result until rights, consent, authenticity, and platform constraints have been checked.

Platform and authenticity guardrails

Check marketplace, ad platform, and store rules before using the image in a listing or campaign.
Do not claim the result is platform-approved, marketplace-compliant, or legally cleared.
Keep generated lifestyle scenes honest: concept visuals should not imply a real event, customer, or review.
Confirm the user owns or can use all product photos, logos, packaging artwork, and brand assets.

Conversion frame

Move from prompt guessing to repeatable commercial output.

Use this workflow to create banner image with a clearer brief, a reusable check, and a safer handoff for ecommerce work.

Copy ecommerce workflow

Publishing truth review

Verify the ecommerce image before it ships.

Use this workflow as a production assist, then compare the result against the real product reference and the target publishing channel.

Browse ecommerce workflows

Source reference

Keep the original product photo or approved packshot beside the AI output during review.

Product facts

Verify shape, label text, logo placement, color, material, size cues, claims, and visible accessories.

Channel risk

Check the final asset against the store, marketplace, ad platform, or landing-page context before upload.

Rights and claims

Remove unsupported badges, ratings, endorsements, certifications, platform logos, and copied brand assets.

Copy distribution

Take this ecommerce skill into your AI tool as a prompt, a workflow card, or a portable SKILL.md draft with product fidelity checks and platform guardrails included.

Quality gate

The final asset clearly matches the requested banner image.
The main subject still reflects the original product photos.
Compare the generated image against the source product before publishing.
Preserve product silhouette, proportions, material, color, and visible labels.
Do not invent features, certifications, ingredients, sizes, ratings, or performance claims.
Inspect small text, logos, seams, edges, shadows, reflections, and transparent cutouts at full size.
Text, hands, logos, edges, and product details are not visibly broken.
The result is usable in the target channel without another full regeneration.
Check marketplace, ad platform, and store rules before using the image in a listing or campaign.
Do not claim the result is platform-approved, marketplace-compliant, or legally cleared.
Keep generated lifestyle scenes honest: concept visuals should not imply a real event, customer, or review.
Confirm the user owns or can use all product photos, logos, packaging artwork, and brand assets.
Confirm the user has rights or consent to use the source photo and avoid exposing private personal details.
Preserve product shape, labels, proportions, and material details; do not create misleading product claims.
Avoid copying protected brand assets or trademarked designs unless the user owns or provides them.
Proofread all visible text, labels, logos, and small typography before using the final image.