Better Product References for AI Try-On

Lay the overshirt with enough space around the sleeves and hem to see where the garment ends. Arrange the sleeves deliberately instead of hiding a cuff underneath the body. If the item is on a mannequin, make sure the support does not obscure the neckline or create the appearance of an extra panel.

Shopify distinguishes flat-lay, model or mannequin, and lifestyle photography. Treat those as different ways of showing the item, then select the one that carries the information your brief needs. An on-body photo can clarify wearing arrangement; a clean flat lay can clarify shape. Neither automatically supplies the missing information in the other.

Remove loose packing material, temporary clips, and a hanger that crosses a selling detail. Smooth accidental bunching so the garment can be read, but keep intentional pleats, gathering, and texture. The point is to reveal the item, not reshape it into a different cut. Photograph delicate construction as it actually exists.

Adobe’s product-photography guide recommends agreeing on required angles and visible labels before the shoot. Apply that planning step to the reference session: decide what needs to be seen, then capture it. A clearly photographed cuff is more useful than a large file in which the cuff remains folded out of sight.

Use a detail image for the overshirt’s fastening, the ribbing on a knit, or the border of an embroidered panel. Keep enough nearby context to locate the feature on the garment. An isolated patch of fabric can show texture but leave its placement unclear; combine the close-up with the full product view.

Check the photograph at the size you will actually review. If the important feature is unreadable, sharpening the preview does not establish the missing construction. Capture a clearer image instead. Avoid covering the detail with arrows or explanatory text in the source itself; keep those notes beside the reference, where they cannot be confused with the product.

Keep a short reference list for each SKU: which view establishes the silhouette, which shows the distinctive feature, and which supplies information absent from the first two. Include a back view for a back yoke or rear print. Do not add several almost identical photographs merely to make the kit look more complete.

Google Merchant Center supports additional product images for other angles and staged views. Use the same organizational principle in your own library: label the job of each image. Keep the correct colorway and product revision together, so an old pocket layout or a similar neighboring SKU does not become an accidental reference.

In Studiola Lookbook, choose a model when needed, add your own product, and select a ready scene. The scene gives the team a visible pose, light, and framing direction. The basic workflow needs no written prompt, which helps keep setup decisions separate from the task of checking whether the product is represented correctly.

Choose a scene that leaves the overshirt’s collar, opening, and hem visible. If the creative idea needs more open exploration, TRY ON is a lower-credit-cost alternative, although pose, scene, and wording may require more decisions. In either workflow, a prepared reference improves the brief; it does not guarantee an accurate output.

Write a short product note before production: two chest pockets, the original button arrangement, sleeves untucked, and the supplied ivory colorway. Keep it factual. Put scene preferences elsewhere. This makes the review easier to explain and helps another teammate distinguish an intentional styling choice from an unintended product change.

When a result fails, identify the missing evidence or the specific difference. Add a clearer reference if the source was ambiguous; revise the image if the source was clear. Keep original product photographs beside approved images in the handoff. The team should be able to trace an approved visual back to the item it represents.