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Managing Your AI Enhancements: Review, Pause & Track Usage

Running AI enhancements across a whole catalog means a lot of moving parts — different enhancements, different scopes, different stages of review.

The AI Enhancements page brings it all into one place: your company-level command center for every AI enhancement running across your account, no matter which catalog or how it was created.

  • See everything that's running, where, and in what state

  • Manage your enhancements (pause, resume, expand scope)

  • Review batches of generated images awaiting approval
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How it works

The page has two tabs, based on where the enhancement was created:

Tab

Contains

Tab 1 - Template Editor

Enhancements created via the Image or Video Template Editor (e.g. Background Removal)

Tab 2 - AI Studio

Enhancements created via AI Creative Studio (Background Generation, Virtual Photoshoot)

If you don’t have access to AI Creative Studio, Tab 2 will be hidden — you’ll only see Background Removal enhancements, plus a banner to request access.

What an enhancement card shows

  • The enhancement name

  • Its status (see below)

  • Scope

    • Template Editor — active ads currently using the enhancement

    • AI Creative Studio — which catalog and product set it applies to

  • Cumulative number of generated images (this is what you’re being charged for)

  • Available actions
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Enhancement statuses

Template Editor enhancements (e.g. Background Removal):

Status

Meaning

Active

Actively generating images because the enhanced template is applied to an active ad

Paused

Generation is paused because the ad is inactive, or the template was removed from all ads

Status here is for visibility only — to change it, edit the ad itself, not the AI Enhancements page.

AI Creative Studio enhancements (Background Generation, Virtual Photoshoot):

Status

Meaning

Active

Actively generating images for the selected catalog + product set

Paused

Generation paused by you

You can pause and resume these directly on the AI Enhancements page.

Out of credits: this isn’t a separate status — it’s a flag. Your enhancement stays “Active,” but generation stops until credits are topped up. Products already processed keep using their AI image; products not yet processed fall back to the plain main image. Once you top up, generation resumes automatically — no need to re-apply anything.


Reviewing images

1. Template Editor enhancements (Background Removal):

Your company has a review preference — Auto-approve or Manual review — set on the AI Enhancements page. It applies to all Template Editor enhancements and only affects newly generated images going forward.
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​Smart Review (beta)

Note: During beta, Smart Review availability may vary by product set and company.

For Background Removal specifically, Smart Review adds a recommendation on top of whichever review setting you use - Manual review or Auto-approve. It compares each result with the original image and sorts it into one of three groups:
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  • Likely issue — Smart Review spotted something that's probably wrong

  • Worth checking — something looks a little off, but it may well be fine

  • No issues — nothing stood out​

For Likely issue and Worth checking, you'll also see a short explanation in plain language (for example, “Part of the product may be missing around the sole.”) so you know what to look for instead of just seeing a flag.
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In the Review images modal, filter by All images, Likely issue, Worth checking, or No issues, and approve or reject one image at a time, or bulk-approve/bulk-reject a whole group.
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  • With Manual review, the modal opens on To Review with No issues shown first, so you can bulk-approve those quickly and spend your time on Likely issue and Worth checking instead.
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  • With Auto-approve, the modal opens on Approved with Likely issue and Worth checking shown first, so you can quickly find already-live images that might deserve another look and reject any you're not happy with, the same way you would any other image.
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Smart Review doesn't change your review policy or when images go live. It only helps you decide where to look. It's currently in beta, covers Background Removal only, is free for all clients, and doesn't use AI Credits. If an image hasn't been analysed yet, it simply appears under All images with no label, and you can review it as normal.
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2. AI Creative Studio enhancements (Background Generation, Virtual Photoshoot):

Always require manual review, regardless of your company's setting. Every image goes into the review queue before it becomes available in a template.
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What happens while an image is pending review

  • Until approved, the ad falls back to non-AI content: an image template with an unapproved AI layer won't display at all (ad shows the plain product image instead); a video template falls back to an image template if one exists, or to the plain product image.
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    • Note: For Image Template Editor templates, you can avoid this by conditioning the AI layer on exists, with a fallback layer conditioned on not exists underneath it — the template then still renders with the plain image instead of not rendering at all. See "Conditioning layers on AI Enhancements" in the Image Template Editor guide.

  • Once approved, the ad automatically switches to the AI-enhanced version — no further action needed.
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  • Even with auto-approve enabled, you can still go back and manually reject individual images you're not happy with, at any time, from this page.
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Available actions

Enhancement type

Actions available

Background Removal

Review

Background Generation, Virtual Photoshoot

Pause / Resume, Add Product Set, Review


Good to know

  • Cumulative counting: the number shown is cumulative rather than a current active range. Scope can also expand on the fly — as products move in and out of a product set over time, the total keeps changing — so the count reflects everything generated for the enhancement, not just what's active right now.
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  • Review setting: the auto-approve / manual review preference is set at the company level and applies to Template Editor enhancements only. AI Creative Studio always requires manual review, regardless of this setting.
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  • Changing the review setting only affects newly generated images — it won’t change how previously generated images were handled.
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FAQ

Where do I go to see all my AI enhancements in one place?

The AI Enhancements page, under Creative Factory — it shows both Template Editor and AI Creative Studio enhancements across all your catalogs.

Why does my enhancement still say “Active” if I’m out of credits?

“Out of credits” is a flag, not a status change. The enhancement stays Active, but generation pauses until you top up. Nothing you’ve already generated is affected.

How do I pause a Background Removal enhancement?

Status for Template Editor enhancements follows the ad — pause or remove the template from the ad to pause generation. Pause/Resume as a direct action is available for AI Creative Studio enhancements only.

Can I reject an image after it’s already been approved?

Yes — go to Review images on the AI Enhancements page and reject it manually, even under auto-approve.
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​Will Smart Review work with Background Generation or Virtual Photoshoot?

Not yet. Right now, Smart Review only covers Background Removal.
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What happens if an image doesn't get a Smart Review result?

It's still available under All images, just without a label, and you can review it exactly as you would without Smart Review, nothing is blocked.

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