Overview
The AI Attribute Generator in 3Dsellers helps you create and improve listing content faster using AI. You can generate:
Product Titles
Product Descriptions
Bullet Points
Values for any attribute using a Custom Prompt
Enhanced images (AI Background Removal and Resize)
These tools support bulk processing, so you can optimize many products at once while keeping your listings consistent, polished, and marketplace-ready.
Why Use the AI Attribute Generator?
Main Benefits
Save time
Generate content for many products instead of writing manually.Consistent quality
Keep titles/descriptions aligned in style across your catalog.SEO-friendly content
Produces keyword-rich copy designed for marketplace search.Bulk optimization
Run actions on dozens (or hundreds) of products in one workflow.Customizable output
Choose the length, language, tone, and where results are saved.Image improvement
Remove backgrounds and resize images without quality loss.Flexible review process
Use AI Approvals to review results or Skip AI approval to apply instantly.
📌 Where to Find AI Actions
Go to Products Catalog
Select one or more products (checkboxes)
In the top action bar, click the AI dropdown
Choose the action you want to run
Available actions:
Generate Titles
Generate Descriptions
Generate Bullet Points
Image Background Removal
Image Resize
AI Custom Prompt
✅ Tip: You can select many products at once. The UI will show how many items are selected (example: “20 selected products”).
AI Actions Available (What Each One Does)
1) Generate Titles
Creates optimized, SEO-friendly product titles based on your existing catalog data.
Best for: Improving search visibility and making titles consistent.
Common settings: Max length (ex: 80 chars), language, save destination.
Saves to: Product Property / Product Title (or a selected field)
2) Generate Descriptions
Creates detailed product descriptions optimized for marketplaces.
Best for: Enhancing product pages and improving conversion.
Common settings: Length, language, tone (Professional, Friendly, etc.).
Saves to: Product Property / Description (or selected field)
3) Generate Bullet Points
Creates concise bullet points that summarize key product features and benefits.
Best for: Amazon-style bullet formatting and quick scanning.
Common settings: Bullet length, language, tone, number of bullet fields (up to 5).
Saves to: Bullet Point 1–5 properties (or chosen attributes)
4) AI Custom Prompt (Generate Any Attribute Value)
Lets you write your own prompt to generate content for any Product Property or Custom Attribute.
Best for: Meta descriptions, product highlights, warranty text, fitment notes, etc.
Key feature: Insert dynamic fields like Title, Brand, Description, etc.
Saves to: Any selected Product Property or Custom Attribute
5) AI Image Background Removal
Removes the background from product images using AI.
Best for: Cleaner images for marketplaces and websites.
Options: Main image only or all images + include variation images.
Result: Replaces the current image(s) with background-removed versions.
⚠️ Note: This overrides existing images. If needed, back up originals first.
6) AI Image Resize
Resizes images to meet marketplace requirements while preserving quality.
Best for: Standardizing image sizes (ex: 1600×1600).
Options: Main image only or all images + include variations.
Result: Replaces current images with resized versions.
How to Use Each AI Action (Step-by-Step)
A) Generate Product Titles
Select products in Products Catalog
Click AI → Generate Titles
Choose:
Title length (example: up to 80 characters)
Language
Save destination (default: Product Title)
Optional:
Add tags after approval
Include variations
Review the credit cost
Click Generate with AI
Approve results in AI Approvals (unless you skipped approval)
B) Generate Product Descriptions
Select products
Click AI → Generate Descriptions
Choose:
Length
Language
Tone (Formal / Professional / Friendly)
Save destination (default: Description)
Optional: Include variations, add tags
Click Generate with AI
Approve in AI Approvals if needed
📸 Screenshot placeholder: Descriptions tone selector
Idea: Show tone dropdown + preview example area (if visible).
C) Generate Bullet Points
Select products
Click AI → Generate Bullet Points
Choose:
Length
Language
Tone
Confirm where each bullet will be saved:
Bullet Point 1 → destination
Bullet Point 2 → destination
… up to Bullet Point 5
Click Generate with AI
Approve in AI Approvals if needed
D) Generate Any Attribute Value (AI Custom Prompt)
Select products in Products Catalog
Click AI → AI Custom Prompt
Write your prompt (this tells the AI what to generate)
Insert dynamic fields (optional but highly recommended)
Examples:Product Title
Description
Brand
Condition
Bullet Points, etc.
✅ Save your prompt as a template (preset) (optional)
If you plan to reuse the same prompt later:Click Save Prompt as Preset
Give it a name (example: “SEO Meta Description - 150 chars”)
Next time, you can select it from Prompt Presets instead of writing it again.
Choose Save AI Output To
Select any Product Property or Custom Attribute where the result should be saved.Optional settings:
Preview output for the first product (costs 1 credit)
Only update empty attributes
Include variations
Add tags after approval
Choose save behavior:
Save changes to Catalog only
Save changes to Catalog and revise linked listings (recommended when you want updates pushed live)
Click Generate with AI
Approve results in AI Approvals (if approval workflow is enabled)
E) AI Image Background Removal
Select products with images
Click AI → Image Background Removal
Choose which images to process:
Main images only
All images
Optional: Include variation images (extra credit usage)
Choose save behavior:
Catalog only
Catalog + revise linked listings
Review cost (typically 10 credits per image)
Click Apply
F) AI Image Resize
Select products
Click AI → Image Resize
Choose:
Main images only or all images
Target size (ex: 1600×1600)
Optional: Include variation images (extra credit usage)
Review cost (typically 10 credits per image)
Click Apply
Understanding AI Credits
AI actions use credits. Each modal shows:
Remaining AI Credits
Total cost for selected products/images
Typical Credit Costs
Generate Titles: 1 credit per product
Generate Descriptions: 1 credit per product
Generate Bullet Points: 1 credit per product
AI Custom Prompt: 1 credit per product (Preview costs 1 credit)
Image Background Removal: 10 credits per image
Image Resize: 10 credits per image
Need More AI Credits?
If you run out of AI credits and need to purchase more at any time, go to your Billing page.
AI Approval Workflow (Review Before Applying)
By default, generated content is sent to AI Approvals first.
Standard Flow
Run an AI action
Go to AI Approvals (badge shows pending items)
Review output
Approve or reject individually or in bulk
Approved items are applied to the Catalog automatically once you click to Apply Approved Actions
Skip AI Approval (Apply Instantly)
If you want to apply changes immediately:
Check Skip AI approval
Generated content is saved instantly (no review step)
✅ Tip: Start with approvals on for the first batches. Once you trust the output, use Skip Approval for speed.
Best Practices
Before generating content
Make sure product data is complete (title/brand/category/description)
Start with a small batch (5–10 products)
Confirm the save destination is correct
Check your credit balance
While generating
Group similar products for more consistent results
Match language to the marketplace region
Choose tone that matches your brand voice
Use Preview for custom prompts
After generating
Review output (especially for important products)
Confirm content saved to the correct fields
If you chose “Catalog + revise linked listings,” verify listings updated as expected
For image actions
Test on a few products first
Consider backing up original images (actions overwrite current images)
Common Use Cases (Examples)
Use Case 1: Bulk SEO Title Optimization
Select 100 products → AI → Generate Titles
Length: Up to 80 characters
Skip approval (after testing a sample batch)
✅ Result: Consistent SEO titles (cost: 100 credits)
Use Case 2: Multi-language Descriptions
Generate Descriptions in Spanish
Tone: Professional
Save: Description
✅ Result: Ready for Spanish marketplaces
Use Case 3: SEO Meta Descriptions via Custom Prompt
Prompt example:
“Write a 150-character SEO meta description for {Product Title} highlighting {Brand} and key features from {Description}.”
Save to: Short Description or Custom Attribute
✅ Result: fast SEO improvements at scale
Use Case 4: Clean Professional Images
AI Background Removal → main images only
Catalog only first (test)
✅ Result: professional marketplace-ready images
Troubleshooting
AI generation fails
Ensure products have enough data (title/brand/category/description)
Check AI credits
Reduce batch size and try again
Review any on-screen error messages
Output quality isn’t good
Improve input product data
Adjust tone/length
Use approvals and manually tweak key listings
For Custom Prompts: make the prompt more specific and include dynamic fields
Content not saving
Verify save destination exists and is editable
If approvals are enabled, confirm items were approved
Images didn’t process correctly
Confirm image format (JPG/PNG)
Test a smaller batch
Verify enough credits