5 tools for a marketplace lifestyle shot
Pebblely, Flair, Versely, Photoroom, and Canva make a marketplace lifestyle still. Keep it off Amazon MAIN. Proof the unit.
9 min read
6 apps for Amazon MAIN-safe stills
Photoroom, remove.bg, Pixelcut, Versely, Photoshop, and Canva flatten a real photo onto Amazon MAIN white. Pick by cutout, path, or edit.
9 min read
Packshot on white, then image-to-video
Lock a white packshot still first. Image-to-video inherits that plate, ratio, and label. Do not invent the SKU in the clip.
11 min read
Element re-render vs masked inpainting
Maskless element re-render regenerates one named object. A decision table for when it beats masked inpainting and when the mask is still the safer tool.
9 min read
The hand deforms as soon as it holds the product
Contact with a product is where hands fail. A grip-region mask-and-inpaint recipe, then a composite fallback that keeps the real SKU geometry intact.
9 min read
Ghost Mannequin Apparel Shots Without the Mannequin
The ghost mannequin look isn't about erasing a form, it's about what the eye reads as a hollow, worn garment — collar depth, shoulder weight, interior shadow.
7 min read
Material Fidelity: Skin, Fabric, and Metal in AI Retouching
Skin, fabric, and metal each fail differently in AI retouching — texture collapse, a weave that ignores the fold, reflections that go flat and dead.
7 min read
PDP Image Sets: The Six Shots Every Listing Needs
A product page is a set, not a hero shot. Six image roles every listing actually needs, and an honest read on which ones AI can generate well.
8 min read
Product Feed Images That Pass Merchant Center
Shopping feeds reject on rules most sellers learn by disapproval notice, plus a scheduled minimum-resolution change worth batch-fixing ahead of the deadline.
7 min read
Pure White Backgrounds That Don't Look Cut Out
RGB 255,255,255 is the easy part. The mask edge and the missing contact shadow are what make a white background read as pasted-on, not clean.
8 min read
Relighting Product Shots: Three Lights, One Instruction
Relighting holds the product still and moves the light — a distinct operation from a regenerate, and the cheapest way to turn one shot into a campaign.
7 min read
Uncrop Without Warping: Extending Backgrounds That Hold Up
Extended edges bend straight lines, duplicate hardware and drift in colour. How much unmasked context to feed a fill model, and where the platform crops anyway.
8 min read
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