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Product Accuracy

The Accuracy Check

Every render is judged against your real product before you see it — and anything below the bar is re-rendered automatically.

What it does

The Accuracy Check is Vermeer’s quality gate. With it on, every shot is reviewed against your real product reference photos the moment it’s rendered. If a shot drifts from your actual product — a garbled label, the wrong shape, off colors — it’s caught and automatically re-rendered, so what reaches you already matches what you really sell.

You don’t click anything. The check runs on every shot, the low-scoring ones quietly cycle through again, and the set you see is the set that passed.

What it’s looking at

A finished shot can fail for more than a wrong label. The check looks at the whole image:

  • Product faithfulness — does the label, shape, and color match your reference photos?
  • Scene believability — do the people and the world look real, with no distorted hands, faces, or impossible poses?
  • Commerce-readiness — does it read as a usable marketing shot, not an obvious AI render?

A shot that fails any of these is below the bar, and Vermeer re-renders it rather than shipping it to you.

Turning it on

The Accuracy Check is a per-brand setting, off by default. You turn it on in your brand’s settings. Turning it on is also your consent: scoring a shot means sending your product reference and each render to a trusted third-party AI to grade product fidelity, and it adds a small per-image processing cost. The setting is always-visible about exactly what it does — there’s no hidden behavior.

  • On — every shot is scored, and low-scoring shots are automatically re-rendered.
  • Off — shots render without a product-fidelity check.

When to use it

Turn it on for anything customer-facing — launches, ads, product pages — where a wrong label or a melted hand would be embarrassing. For loose, exploratory runs where speed matters more than a perfect product match, leaving it off renders faster with fewer retries.

For how the scoring works under the hood, in plain terms, see How accuracy scoring works.