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Prompt Lab

The Prompt Lab is your experimentation workspace for creating and testing AI prompts before using them in bulk operations. Here you can fine-tune your prompts, test different settings, and see exactly how your content will look before applying changes to your entire product catalog.

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What the Prompt Lab Does

The Prompt Lab allows you to:

• Test Prompts in Real-Time: See immediate results from your prompt configurations
• Compare Before and After: View original product data alongside AI-enhanced versions
• Fine-Tune Settings: Adjust tone, industry, purpose, and other parameters
• Save Successful Prompts: Store working prompts in your library for future use
• Load Existing Prompts: Test and modify prompts from your prompt library
• Experiment Safely: Test changes without affecting your live product data

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Understanding the Interface

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Three-Panel Layout

Original Product (Left Panel):

• Shows the current product information
• Displays the product name and existing description
• Provides the baseline for comparison

AI Enhanced Product (Right Panel):

• Shows the AI-generated content
• Updates in real-time when you test prompts
• Displays loading state during generation

Prompt Configuration (Bottom Panel):

• Contains all the settings and controls
• Where you write and modify your prompts
• Includes industry, tone, and purpose settings

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Getting Started

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Loading a Product

1. Enter a SKU: Type a product SKU in the search field at the top right
2. Click Load Product: Press the “Load Product” button to fetch the product data
3. Review Product Info: Check that the correct product appears in the left panel
4. Ready to Test: Once loaded, you can start testing prompts

Tips for Product Selection:

• Choose products with existing descriptions for better comparison
• Use products representative of your catalog
• Test with different product types to ensure prompt versatility

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Basic Prompt Testing

1. Review Default Prompt: The system provides a starter prompt template
2. Customize Settings: Adjust industry, tone, and purpose as needed
3. Click Test Prompt: Press the “Test Prompt” button to generate content
4. Review Results: Compare the original and AI-enhanced versions
5. Iterate and Improve: Modify settings and test again

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Prompt Configuration Options

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What to Enrich

Description: Generate or improve product descriptions

• Best for: Creating compelling marketing copy
• Use when: Products need better descriptions or you want to enhance existing ones

Title: Enhance or create product titles

• Best for: Improving product names for SEO and appeal
• Use when: Product titles are generic or need optimization

Attributes: Extract or enhance product attributes

• Best for: Standardizing product specifications
• Use when: You need consistent attribute formatting

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Industry Settings

Purpose: Helps AI understand your market context and use appropriate terminology

Available Industries:

• All Industries: Generic approach suitable for any market
• Fashion & Apparel: Clothing, accessories, style-focused content
• Electronics: Tech products, gadgets, specifications-heavy items
• Home & Garden: Furniture, decor, outdoor products
• Health & Beauty: Cosmetics, wellness, personal care
• Sports & Outdoors: Athletic gear, outdoor equipment
• Automotive: Car parts, accessories, maintenance products
• And more: Additional specialized industries

Why Industry Matters:

• Uses industry-specific terminology
• Focuses on relevant features and benefits
• Applies appropriate technical language
• Addresses industry-specific customer concerns

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Purpose Configuration

Standard: Balanced approach for general product descriptions

• Good for: Most product types
• Creates: Well-rounded, informative content

SEO Optimized: Focus on search engine optimization

• Good for: E-commerce listings, online catalogs
• Creates: Keyword-rich, search-friendly content

Marketing Copy: Persuasive, sales-focused content

• Good for: Product pages, promotional materials
• Creates: Compelling, conversion-oriented descriptions

Technical Specifications: Detailed, feature-focused content

• Good for: B2B products, complex items
• Creates: Specification-heavy, detailed descriptions

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Tone of Voice Options

Professional: Formal, business-appropriate language

• Best for: B2B products, professional services
• Tone: Authoritative, credible, straightforward

Friendly: Approachable, conversational style

• Best for: Consumer products, lifestyle brands
• Tone: Warm, accessible, relatable

Enthusiastic: Energetic, exciting language

• Best for: Sports, entertainment, youth-oriented products
• Tone: Dynamic, passionate, engaging

Luxury: Premium, sophisticated language

• Best for: High-end products, luxury brands
• Tone: Elegant, exclusive, refined

Technical: Precise, specification-focused

• Best for: Technical products, professional tools
• Tone: Accurate, detailed, informative

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Point of View Settings

Second Person (You): Direct address to the customer

• Example: “You’ll love this product’s versatility”
• Best for: Engaging, personal connection

Third Person: Objective, descriptive approach

• Example: “This product offers exceptional versatility”
• Best for: Professional, neutral tone

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Advanced Options

Include Specification Table: Adds structured technical details

• Use when: Products have important technical specifications
• Creates: Organized, easy-to-scan technical information
• Best for: Electronics, appliances, technical products

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Writing Effective Prompts

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Prompt Structure

Good Prompt Elements:

• Clear instructions for the AI
• Specific formatting requirements
• Context about your brand or products
• Examples of desired output style
• Variable placeholders (, )

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Using Variables

Available Variables:

• {{title}}: Product name/title
• {{description}}: Current product description
• {{sku}}: Product SKU
• {{category}}: Product category
• {{attributes}}: Product attributes

Example Usage:

Create a compelling description for {{title}}.

Current description: {{description}}

Focus on benefits and include a call to action.

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Prompt Best Practices

Be Specific:

• Define exactly what you want the AI to create
• Specify length, format, and style requirements
• Include examples when possible

Use Clear Structure:

• Break instructions into numbered steps
• Use bullet points for multiple requirements
• Separate different sections clearly

Include Context:

• Mention your brand voice or style
• Reference your target audience
• Include industry-specific requirements

Test and Iterate:

• Start with simple prompts and add complexity
• Test with different product types
• Refine based on results

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Testing and Refinement

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Effective Testing Strategy

1. Start Simple: Begin with basic prompts and settings
2. Test One Change: Modify one element at a time
3. Compare Results: Always review before and after content
4. Document Success: Note what works for different product types
5. Build Complexity: Gradually add more sophisticated requirements

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What to Look For

Content Quality:

• Accuracy of product information
• Appropriate tone and style
• Engaging and compelling language
• Proper grammar and formatting

Brand Alignment:

• Consistent with your brand voice
• Uses appropriate terminology
• Matches your communication style
• Addresses your target audience

Technical Accuracy:

• Correct product specifications
• Appropriate industry terminology
• Accurate feature descriptions
• Proper technical language

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Common Issues and Solutions

Generic Content:

• Add more specific instructions to your prompt
• Include brand voice guidelines
• Specify unique selling points to highlight

Wrong Tone:

• Adjust the tone of voice setting
• Modify prompt language to be more specific
• Include tone examples in your prompt

Missing Information:

• Ensure product data is complete
• Add specific requirements to your prompt
• Include variable placeholders for key data

Too Long/Short:

• Specify desired length in your prompt
• Use word count or paragraph requirements
• Test with different length specifications

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Managing Your Prompts

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Saving Successful Prompts

1. Test Thoroughly: Ensure your prompt works well across different products
2. Click “Explore Prompt Library”: Access the save functionality
3. Provide Details: Add a name, description, and tags
4. Set Categories: Specify industry, purpose, and other metadata
5. Save for Reuse: Store in your prompt library for future use

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Loading Existing Prompts

1. Click “Load from Library”: Access your saved prompts
2. Browse Available Prompts: See all prompts in your library
3. Select a Prompt: Choose the one you want to test or modify
4. Automatic Loading: All settings and prompt text load automatically
5. Test and Modify: Make adjustments as needed

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Organizing Your Prompt Library

Naming Conventions:

• Use descriptive names (e.g., “Electronics SEO Description”)
• Include purpose and industry in the name
• Add version numbers for iterations

Categorization:

• Group by product type or industry
• Separate by purpose (SEO, marketing, technical)
• Tag with relevant keywords

Documentation:

• Add detailed descriptions
• Note which products work best
• Include performance metrics or feedback

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Advanced Prompt Lab Techniques

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A/B Testing Prompts

Systematic Comparison:

• Test two different approaches with the same product
• Compare results for effectiveness
• Document which performs better
• Use insights to improve future prompts

Variables to Test:

• Different tone of voice settings
• Various prompt structures
• Alternative industry settings
• Different length requirements

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Prompt Optimization

Iterative Improvement:

• Start with a working prompt
• Make small, incremental changes
• Test each modification
• Keep successful changes, revert unsuccessful ones

Performance Metrics:

• Content quality and accuracy
• Brand voice consistency
• Customer engagement (if available)
• Conversion rate improvements

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Multi-Product Testing

Multi-Product Testing:

• Test prompts across different product categories
• Ensure consistency across your catalog
• Identify products that need special handling
• Develop category-specific variations

Batch Testing Strategy:

• Select representative products from each category
• Test the same prompt across all selections
• Note which products work well and which need adjustments
• Create category-specific prompt variations

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Integration with Bulk Operations

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From Lab to Production

Validation Process:

1. Test thoroughly in Prompt Lab
2. Verify results across multiple product types
3. Save successful prompts to your library
4. Use saved prompts in bulk enrichment operations

Quality Assurance:

• Test with edge cases (products with minimal data)
• Verify technical accuracy
• Check brand voice consistency
• Ensure appropriate length and format

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Scaling Your Success

Prompt Templates:

• Create templates for different product categories
• Develop industry-specific variations
• Build purpose-specific prompts (SEO, marketing, technical)
• Maintain a library of proven prompts

Continuous Improvement:

• Regularly test and update prompts
• Incorporate feedback from bulk operations
• Refine based on performance metrics
• Stay updated with new AI capabilities

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Troubleshooting Common Issues

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”No Product Found with SKU”

Solutions:

• Verify the SKU is correct and exists in your catalog
• Check for typos or extra spaces
• Ensure the product is in your current project
• Try a different SKU to test the system

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”Generated Content is Too Generic”

Solutions:

• Add more specific instructions to your prompt
• Include brand voice guidelines
• Specify unique selling points to highlight
• Adjust industry and purpose settings

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”Content Doesn’t Match Brand Voice”

Solutions:

• Complete your Knowledge Library for better brand context
• Include specific tone examples in your prompt
• Adjust the tone of voice setting
• Add brand-specific terminology to your prompt

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”Prompt Test Takes Too Long”

Normal Behavior:

• AI generation can take 30-60 seconds
• Complex prompts may take longer
• First-time generation might be slower

When to Be Concerned:

• No response after 2-3 minutes
• Repeated timeouts
• System appears unresponsive

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Best Practices for Success

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Prompt Development Workflow

1. Start with Templates: Use provided examples as starting points
2. Test Incrementally: Make small changes and test frequently
3. Document Everything: Keep notes on what works and what doesn’t
4. Build a Library: Save successful prompts for reuse
5. Share Knowledge: Collaborate with team members on effective prompts

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Quality Control

Regular Review:

• Test prompts periodically with new products
• Update prompts when brand guidelines change
• Refine based on customer feedback
• Monitor performance metrics

Team Collaboration:

• Share successful prompts with team members
• Get feedback from marketing and product teams
• Incorporate insights from customer-facing teams
• Maintain consistency across all users

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Getting Help

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If You Need Assistance

• Prompt Writing: Consult with marketing team for brand voice guidance
• Technical Issues: Contact support for system-related problems
• Best Practices: Review documentation and examples
• Advanced Techniques: Reach out to your account manager

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Useful Resources

• Prompt Templates: Pre-built prompts for common use cases
• Brand Guidelines: Reference your brand voice documentation
• Knowledge Library: Complete your knowledge base for better results
• Video Tutorials: Visual guides for prompt development