Introduction to AI Optimization
Feedy McFeed Feed uses advanced AI to automatically optimize your product content. Our system selects the best AI model for each task—whether that’s title optimization, description writing, or category matching—so you always get the highest quality results as AI technology evolves.
Why Our AI Is Different
Section titled “Why Our AI Is Different”Most feed apps use generic AI prompts. We’ve spent months developing custom-tuned prompts specifically designed for e-commerce product feeds. The result? Titles and descriptions that:
- Rank higher in shopping searches — Our prompts incorporate SEO best practices for product listings
- Convert better in ads — Content is optimized for click-through rates and purchase intent
- Follow platform guidelines — Each platform (Google, Facebook, TikTok) has different requirements—our AI knows them
What AI Can Do
Section titled “What AI Can Do”| Feature | Description |
|---|---|
| Title Optimization | Improve titles for better search visibility |
| Description Enhancement | Rewrite descriptions for clarity and keywords |
| Category Suggestions | Automatically suggest Google Product Categories |
| Product Highlights | Generate highlight bullet points for ads |
| Batch Processing | Optimize many products at once |
How It Works
Section titled “How It Works”Our AI pipeline combines intelligent model selection with e-commerce-optimized prompts:
Input: "Blue Shirt"↓Model Selection: Best model for title optimization↓Custom Prompt: E-commerce SEO + ad conversion patterns↓Output: "Men's Classic Oxford Dress Shirt - Navy Blue - 100% Cotton - Regular Fit"Behind the scenes, our prompts are engineered to:
- Front-load important keywords — Brand, product type, and key attributes appear first
- Match search intent — Titles reflect how shoppers actually search
- Maximize ad relevance — Content aligns with high-performing ad copy patterns
- Meet character limits — Optimized for each platform’s requirements
AI Features Overview
Section titled “AI Features Overview”Title Optimization
Section titled “Title Optimization”AI improves product titles by:
- Adding missing brand names
- Including key attributes (color, size, material)
- Optimizing for search keywords
- Following platform character limits
Description Enhancement
Section titled “Description Enhancement”AI enhances descriptions by:
- Improving readability and structure
- Adding relevant keywords
- Highlighting key features and benefits
- Maintaining your brand voice
Learn more about AI descriptions →
Category Suggestions
Section titled “Category Suggestions”AI suggests categories by:
- Analyzing product titles and descriptions
- Comparing to similar products
- Finding the most specific matching category
- Supporting Google’s 6,000+ category taxonomy
Learn more about AI categories →
Product Highlights
Section titled “Product Highlights”AI generates highlight bullet points for:
- Performance Max campaigns
- Product listing ads
- Rich product snippets
Learn more about AI highlights →
Getting Started with AI
Section titled “Getting Started with AI”Step 1: Select Products
Section titled “Step 1: Select Products”- Go to Products
- Select one or more products
- Click Optimize with AI
Step 2: Choose Optimization Type
Section titled “Step 2: Choose Optimization Type”Select what to optimize:
- Titles
- Descriptions
- Categories
- All of the above
Step 3: Review Suggestions
Section titled “Step 3: Review Suggestions”AI generates suggestions that you can:
- Accept as-is
- Edit before applying
- Reject and keep original
Step 4: Apply Changes
Section titled “Step 4: Apply Changes”Click Apply to update your products. Changes appear in your next feed generation.
AI Quality and Accuracy
Section titled “AI Quality and Accuracy”What AI Does Well
Section titled “What AI Does Well”- Formatting and structuring content
- Adding missing common attributes
- Following platform best practices
- Maintaining consistency across products
What to Review Carefully
Section titled “What to Review Carefully”- Technical specifications
- Brand-specific terminology
- Unique product features
- Pricing claims
AI Credits System
Section titled “AI Credits System”AI features use credits from your plan:
| Plan | Monthly Credits | Cost per Extra Credit |
|---|---|---|
| Free | 50 | — |
| Starter | 500 | $0.02 |
| Growth | 2,000 | $0.015 |
| Pro | 10,000 | $0.01 |
Each AI operation (title, description, category, highlight) uses 1 credit per product.
Best Practices
Section titled “Best Practices”Start Small
Section titled “Start Small”Test AI on a few products before bulk optimization. Review results and adjust your approach.
Combine with Manual Review
Section titled “Combine with Manual Review”AI + human review produces the best results:
- AI generates suggestions
- You review and refine
- Apply approved changes
Use for Specific Tasks
Section titled “Use for Specific Tasks”AI works best for:
- Filling in missing data
- Standardizing formats
- Improving weak content
- Bulk category assignment
Regular Optimization
Section titled “Regular Optimization”Run AI optimization:
- When adding new products
- Before major campaigns
- Quarterly for catalog refresh
Platform-Specific AI
Section titled “Platform-Specific AI”AI adapts to each platform’s requirements:
| Platform | AI Focus |
|---|---|
| Keyword-rich titles, accurate categories | |
| Engaging descriptions, lifestyle language | |
| TikTok | Trendy language, benefit-focused |
| Aspirational content, lifestyle emphasis |