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Product Agent is currently in beta, and we’re seeking partners to help shape its future.
Sampled Enrichment gives you a preview of enriched product data prior to publishing. It shows the titles, descriptions, attributes, FAQs, and metadata that Product Agent optimized, and gives you the opportunity to make targeted edits to individual products before applying the enrichment data. Each product is broken down into the following sections:
  • Description: An AEO-ready description optimized for your brand.
  • Attributes: Key details such as color, size, material, or dimensions.
  • FAQs: Common customer questions and answers, automatically generated based on product details.
  • Images: Product images with optimized descriptions.
  • Meta Data: Structured product information, including SEO elements and schema-ready fields.
Sample of Enriched Product UI The following table describes the controls and statuses displayed in Sampled Enrichment.
Control/StatusDescription
Original DepthPercentage score indicating how the original product content performed against AEO standards before enrichment.
Enhanced DepthPercentage score showing how the enriched content performs against AEO standards after enhancement.
New/OriginalIndicates whether the displayed content is newly generated (enhanced) or unchanged from the original upload.
Edit (Pencil Icon)Appears on hover. Allows you to manually edit the enriched content.
View Original (Eye Icon)Appears on hover. Displays the original product data for comparison.
Enhancement Insights (Sparkle Icon)Displays Product Agent’s reasoning for enhancing or generating the content.
Change Summary (Paper Icon)Shows which original fields or attributes were modified during enrichment.
Add Content (Plus Icon)Allows you to manually add additional data, such as new attributes, FAQs, or other product details.
Confidence ScoreGrades extraction and enhancement, based on multiple factors including your uploaded product data, brand guidelines, and Product Agent’s AI-driven verification rules.

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Procedure

  1. Use the Next Product and Previous Product buttons to navigate through the sampled enrichment of your catalog and review Product Agent’s optimizations.
  2. (Optional) Edit your products’ values and content and brand guidelines as required. For more information, see Optional Procedures below.
    Your edits and feedback help Product Agent learn your preferences and generate better results going forward.
  3. Click Apply Changes.
  4. Click Next: Enrich All & Review.
You are directed to the next step in the process, Enrich All & Review.

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Optional procedures

The following procedures are optional, and only necessary if you want to make changes to your sample enrichment, or if you want to see why Product Agent made its enrichment decisions.

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Adjusting global content and brand guidelines

  1. To make changes to brand guidelines, click Changes. The Guideline Scope menu is displayed.
  2. In the New enrichment guidance field, enter the new guidance.
  3. Click Add.
The new guidelines are added and will be applied to future enrichment.

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Adding an attribute

  1. Click the + icon next to the Attributes heading. A window expands with fields to add the attribute.
  2. In the Attribute Name field, enter a name.
  3. In the Attribute Value field, enter a value.
  4. Select whether you are adding this attribute for Brand or Content reasons.
  5. In the Provide attribute rationale field, enter the reason you added the attribute.
  6. Click Save Edits.
The attribute is added.

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Adding an FAQ

  1. Click the + icon next to the FAQs heading. A window expands with fields to add the FAQ.
  2. In the Question field, enter the question.
  3. In the Answer field, enter the answer.
  4. Select whether you are adding this FAQ for Brand or Content reasons.
  5. In the Provide FAQ rationale field, enter the reason you added the attribute.
The FAQ is added.

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Editing a value

  1. Hover over the value and click the pencil icon. The value’s edit mode is displayed.
  2. Edit the value as required.
  3. Select whether you are making the edits for Brand or Content reasons.
  4. In the Provide edit rationale field, enter the reason you added the attribute.
  5. Click Save.
The value is updated. Editing an Enriched Value UI