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Reference image techniques

Published 2026-07-15 · 3 min read

0–2 references per batch, shared by every prompt: what makes a good reference, when to add a second, and how to prompt the delta.

What a reference does

A reference image anchors the subject: shape, label, materials, colors. With it, your prompt only needs to describe the change — background, light, scene — instead of re-describing the product. Reference-less prompts invent; referenced prompts preserve.

Picking reference #1

Use the cleanest packshot you have: whole product in frame, even lighting, no busy background. Formats accepted: PNG, JPEG, or static WebP, up to 10 MiB each; images are re-encoded server-side with metadata stripped.

  • Do: front-facing, in-focus, label readable.
  • Don't: heavy filters, motion blur, watermarks, collages.

When reference #2 helps

Add a second image only when it carries information the first lacks — a texture swatch, a color card, a detail close-up. Two angles of the same product just split the model's attention.

Prompting against a reference

Write the delta, not the object. “Same bottle, on a stone ledge with hard morning light” beats re-describing the bottle. And remember: references are shared by every prompt line in the batch, so a batch with references is a set of variations on one anchored product.

Put it into practice.

Everything in this guide runs in the same workbench — open it and try the steps while they are fresh.

Open the generator