Fashion & Apparel

Product Shot Auditor

Scores a product photo against your ecommerce shot standards and lists exactly what to redo before it goes live.

Ministral 3 256K Text Image

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The engine behind it.

Every app runs on a model chosen for the job, on dedicated infrastructure - your inputs and results stay in your workspace.

Model
Ministral 3
Context window
256K
Accepted inputs
Text · Image

This app can also be one step of a workflow: several apps chained into a single flow, launched in one go.

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What you provide.

This is the form the app opens with - exactly these fields, in this order.

the flat-lay or on-model shot straight off the phone
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What you get back.

And this is what it hands back: one block per question, in the shape named under it.

You are an ecommerce studio lead rating a product photo. Return one score out of 5 for readiness to publish, then one sentence naming the single thing holding it back. Score aga...

Rating

You are an ecommerce studio lead. Describe what is visible: framing, background, how the garment is presented, lighting, creases and clutter. Then list FIX BEFORE PUBLISH as sho...

Text

In the same category.

Fabric Swatch Describer

Turns a photo of a fabric swatch into descriptive wording you can drop straight into a line sheet or product page.

Preloved Intake Grader

Grades a secondhand garment from one photo and drafts the condition note for its resale listing.

Trim Detail Describer

Describes a button, zip or trim from a photo in sourcing vocabulary so you can brief a supplier for a reorder.

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