Will Attributify break my fulfillment integrations?

No. Attributify creates standardized metafields separately from your original product data. Your vendor data stays intact for Order Fulfillment Guru, DSers, and other fulfillment apps.

How long does setup take?

Most merchants complete setup in 15-30 minutes. Install from the Shopify App Store, sync your products, and AI automatically extracts attributes. Use AI suggestions or create mapping rules manually.

What sales channels does Attributify support?

Attributify exports to Google Merchant Center, Meta/Facebook Catalog, TikTok Shop, and OpenAI Agentic Commerce. It also injects Schema.org markup for AI shopping assistants and includes an MCP Server for direct AI agent integration.

Is there a free trial?

Yes, all plans include a 14-day free trial with full feature access. No credit card required to start.

How does AI attribute extraction work?

During product sync, Attributify's AI automatically detects attributes like color, size, and material from your product titles, descriptions, options, and tags. Extracted attributes are presented as suggestions with confidence scores that you can accept, reject, or review.

What are attribute libraries?

Pre-defined standardized values for colors, sizes, and materials with platform-specific mappings. Libraries include alias matching so variations like Royal Blue, Azul, and Blu all map to Blue automatically.

Can I import product data in bulk?

Yes. CSV bulk import supports column mapping, validation, and rollback. You can import standardized attributes for thousands of products at once and undo the import if needed.

Meta Catalog Best Practices for Shopify Stores

Why Meta Catalogs Matter

Facebook and Instagram have become essential sales channels for e-commerce. With Meta's shopping features, your products can appear in:

Instagram Shop
Facebook Marketplace
Dynamic Product Ads
Checkout on Instagram/Facebook

But Meta has strict catalog requirements, and violations can get your products rejected or your catalog disabled.

Common Rejection Reasons

Policy Violations

Prohibited products or categories
Misleading product information
Copyright or trademark issues

Data Quality Issues

Missing required fields
Low-quality images
Incorrect pricing or availability
Mismatched landing page data

Technical Problems

Feed formatting errors
Invalid URLs
Character encoding issues

Best Practices for Meta Catalogs

1. Image Requirements

Meta is visual-first. Your images must:

Be at least 500x500 pixels (1024x1024 recommended)
Show the actual product (no lifestyle-only images)
Have no text overlays or promotional badges
Match the product variant exactly

2. Title Optimization

Keep titles informative but concise:

Include brand and product name
Add key differentiating attributes
Avoid promotional language
Stay under 150 characters

3. Description Quality

Write descriptions that:

Explain the product benefits
Include relevant keywords naturally
Avoid excessive formatting or emojis
Match your landing page content

4. Pricing Accuracy

Meta checks for pricing consistency:

Price in feed must match landing page
Include sale prices when applicable
Use correct currency codes
Update inventory status promptly

Automating Meta Catalog Management

Manually maintaining Meta catalogs is error-prone. Automation helps you:

Keep feeds synchronized with Shopify
Apply consistent formatting rules
Validate data before submission
Handle multi-currency requirements

Attributify handles all of this automatically, ensuring your Meta catalogs stay clean and compliant.