Asset Audit

Analyze assets on a Webflow site for SEO optimization.

Important Note

ALWAYS use Webflow MCP tools for all operations:

• Use Webflow MCP's asset_tool for fetching and updating assets
• Use Webflow MCP's get_image_preview for analyzing image content
• Use Webflow MCP's data_sites_tool with action list_sites for listing available sites
• Use Webflow MCP's webflow_guide_tool to get best practices before starting
• DO NOT use any other tools or methods for Webflow operations
• All tool calls must include the required context parameter (15-25 words, third-person perspective)

Instructions

Phase 1: Site Selection & Asset Discovery

1. Get site: Identify the target site. If user does not provide site ID, ask for it.
2. Fetch all assets: Use Webflow MCP's asset_tool to get all assets from the site
   • For sites with 50+ assets, process in batches of 20
   • Show progress: "Processing assets 1-20 of 150..."
3. Detect patterns: Analyze asset naming for common patterns:
   • Camera uploads (IMG_, DSC_, etc.)
   • Screenshots (screenshot, Screen Shot, etc.)
   • Generic names (untitled, image-1, etc.)
   • Date-based names (2024-01-10, etc.)

Phase 2: Issue Analysis & Pattern Recognition

4. Identify issues: List all assets which:
   • Do not have alt text set (null or empty string)
   • Have existing alt text but it's poor quality (too short, redundant phrases, etc.)
   • Do not have SEO-friendly asset names
   • Are duplicates or very similar
5. Pattern detection report: Show detected patterns:

   🔍 Detected patterns:
   - 15 assets start with "IMG_" (camera uploads)
   - 8 assets contain "screenshot"
   - Suggest: Bulk rename these patterns
   

6. Ask user preference: Ask if they want to generate:
   • Alt text only
   • SEO-friendly names only
   • Both
   • Apply naming pattern/template

Phase 3: Analysis & Suggestion Generation

7. Analyze assets: Use Webflow MCP's get_image_preview tool to analyze the assets that need updates
   • Error handling: If Webflow MCP's get_image_preview fails, use fallback:
     • Extract description from existing filename
     • Use generic placeholder with warning
     • Continue with other assets
   • Process in batches to avoid timeout
8. Generate suggestions with validation:
   • Alt text validation:
     • Max 125 characters (warn if longer)
     • No redundant phrases ("image of", "picture of", "photo of")
     • Must end with punctuation
     • Flag generic descriptions (confidence < 50%)
   • SEO name validation:
     • Only lowercase a-z, 0-9, hyphens
     • No double extensions (.webp.webp) - strip existing extension first
     • Max 100 characters
     • Replace spaces/underscores with hyphens
     • No special characters
9. Folder organization suggestions: If patterns detected, suggest folder structure:

   💡 Organization suggestions:
   - Create "team-photos" folder for 8 team images
   - Create "product-images" folder for 15 product shots
   

Phase 4: Granular Approval & Application

10. Present suggestions with granular approval:
    • Show numbered list with checkboxes
    • Allow individual toggle: "Enter numbers to skip (e.g., '2,4')"
    • Options: "all", "none", or specific numbers
    • Show validation warnings for each suggestion
11. Offer naming template (if many similar assets):

    🎨 Apply naming pattern?
    1. [category]-[description] (e.g., team-john-headshot)
    2. [description]-[location] (e.g., office-workspace-desk)
    3. Custom pattern...
    4. Skip patterns, use individual names
    

12. Store rollback data: Before applying changes, store:
    • Original asset names
    • Original alt text
    • Timestamp
    • Assets modified
13. Apply updates: Use Webflow MCP's asset_tool to update approved assets only
    • Show progress for batch updates
    • Handle partial failures gracefully
    • Report successes and failures separately
14. Offer rollback option: After changes applied:

    📋 Rollback Available:
    Last update: 4 assets modified 2 minutes ago
    Type "undo" to revert these changes
    

Examples

User prompt:

Run an asset audit on my site.

Step 1: Initial Audit Report

📊 SEO Asset Audit: MCP Demo #2

Total: 4 assets

🔍 Detected patterns:
- 4 assets have generic numeric names (1.webp, 2.webp, 3.webp, 4.webp)
- All assets are in WebP format ✓

⚠️ Missing Alt Text (4 assets):
├── 1.webp (empty alt text)
├── 2.webp (empty alt text)
├── 3.webp (empty alt text)
└── 4.webp (empty alt text)

⚠️ Non-SEO-Friendly Names (4 assets):
├── 1.webp (generic numeric name)
├── 2.webp (generic numeric name)
├── 3.webp (generic numeric name)
└── 4.webp (generic numeric name)

---

What would you like to generate?
1. Alt text only
2. SEO-friendly names only
3. Both alt text and SEO-friendly names

Please select an option (1, 2, or 3).

Example with Validation Warnings:

📋 Suggested Improvements:

[1] ✓ IMG_1234.jpg
    Alt text: "Professional team member headshot with blue background."
    New name: professional-team-member-headshot.jpg
    ✅ Validation passed

[2] ✓ screenshot-2024.png
    Alt text: "Dashboard analytics overview showing user engagement metrics."
    New name: dashboard-analytics-overview.png
    ✅ Validation passed

[3] ⚠️ untitled-image.webp
    Alt text: "Photo"
    ⚠️ Warning: Alt text too short (< 10 chars) - needs more detail
    New name: untitled-image.webp
    ⚠️ Warning: Unable to generate better name (image preview failed)

[4] ⚠️ TeamPhoto2024!!!.jpg
    Alt text: "Image of a person working on laptop in modern office with plants and natural lighting through large windows in the background."
    ⚠️ Warning: Alt text too long (137 chars) - consider shortening for screen readers
    New name: team-photo-2024.jpg
    ✅ Validation passed (special characters removed)

Which assets would you like to update?

Step 2: After user selects option 3 and images are analyzed

📋 Suggested Improvements:

[1] ✓ 1.webp
    Alt text: "Podcast host with headphones and microphone recording Webflow podcast episode in studio."
    New name: webflow-podcast-host-recording-studio.webp
    ✅ Validation passed

[2] ✓ 2.webp
    Alt text: "Professional developer wearing glasses working on laptop with Webflow logo in modern office."
    New name: developer-working-laptop-webflow-office.webp
    ✅ Validation passed

[3] ✓ 3.webp
    Alt text: "Webflow homepage hero section with tagline and email signup form."
    New name: webflow-homepage-hero-section.webp
    ✅ Validation passed

[4] ✓ 4.webp
    Alt text: "Speaker presenting on stage at Webflow Conf with audience watching."
    New name: webflow-conf-speaker-presentation-stage.webp
    ✅ Validation passed

---

Which assets would you like to update?
- Type numbers to skip (e.g., "2,4" to skip items 2 and 4)
- Type "all" to proceed with all
- Type "none" to cancel

Step 3: After user confirms with "all"

🔄 Applying updates...

Progress: ████████████████████ 100% (4/4 assets)

✅ Updates Applied Successfully!

SEO Asset Audit Complete: MCP Demo #2

Summary:
- ✅ 4 assets updated successfully
- ❌ 0 assets failed
- ⏭️ 0 assets skipped

Changes Applied:
┌─────────────────────────────────────────────────────────────────┐
│ [1] webflow-podcast-host-recording-studio.webp                  │
│     ✓ Alt text added                                            │
│     ✓ Filename updated                                          │
├─────────────────────────────────────────────────────────────────┤
│ [2] developer-working-laptop-webflow-office.webp                │
│     ✓ Alt text added                                            │
│     ✓ Filename updated                                          │
├─────────────────────────────────────────────────────────────────┤
│ [3] webflow-homepage-hero-section.webp                          │
│     ✓ Alt text added                                            │
│     ✓ Filename updated                                          │
├─────────────────────────────────────────────────────────────────┤
│ [4] webflow-conf-speaker-presentation-stage.webp                │
│     ✓ Alt text added                                            │
│     ✓ Filename updated                                          │
└─────────────────────────────────────────────────────────────────┘

📋 Rollback Available:
Last update: 4 assets modified just now
Type "undo" to revert these changes

---

🎉 Your site's assets are now fully optimized for SEO and accessibility!

Alternative Step 3: User selects specific assets (e.g., "1,3")

🔄 Applying updates to assets 1 and 3...

Progress: ████████████████████ 100% (2/2 assets)

✅ Partial Update Complete!

Summary:
- ✅ 2 assets updated successfully
- ❌ 0 assets failed
- ⏭️ 2 assets skipped (as requested)

Changes Applied:
┌─────────────────────────────────────────────────────────────────┐
│ [1] webflow-podcast-host-recording-studio.webp                  │
│     ✓ Alt text added                                            │
│     ✓ Filename updated                                          │
├─────────────────────────────────────────────────────────────────┤
│ [3] webflow-homepage-hero-section.webp                          │
│     ✓ Alt text added                                            │
│     ✓ Filename updated                                          │
└─────────────────────────────────────────────────────────────────┘

Skipped Assets (can run audit again later):
- [2] 2.webp
- [4] 4.webp

📋 Rollback Available:
Type "undo" to revert these 2 changes

Guidelines

Phase 1: Critical Validations (Must Follow)

File Extension Handling:

• ALWAYS strip existing extension before adding new one
• Bad: image.webp → new-name.webp.webp
• Good: image.webp → new-name.webp
• Implementation: Use filename without extension + new extension

Alt Text Quality Rules:

• Max length: 125 characters (accessibility best practice)
• Must end with punctuation (period, exclamation, question mark)
• Remove redundant phrases:
  • ❌ "Image of a person" → ✅ "Person working at desk"
  • ❌ "Picture of logo" → ✅ "Company logo on blue background"
  • ❌ "Photo showing" → ✅ Direct description
• Flag if too short (< 10 chars): ⚠️ "Too generic - needs more detail"
• Flag if too long (> 125 chars): ⚠️ "Consider shortening for screen readers"

SEO Filename Rules:

• Only allow: lowercase a-z, numbers 0-9, hyphens
• Max length: 100 characters (before extension)
• Convert spaces to hyphens: team photo → team-photo
• Convert underscores to hyphens: team_photo → team-photo
• Remove special characters: photo!@#$ → photo
• Convert to lowercase: TeamPhoto → team-photo
• Remove consecutive hyphens: team--photo → team-photo
• Trim leading/trailing hyphens: -photo- → photo

Phase 2: Batch Processing & Performance

Large Site Handling:

• Sites with 50+ assets: Process in batches of 20
• Show progress: "Processing batch 1 of 5 (assets 1-20)..."
• Allow user to process specific batches
• Timeout protection: If Webflow MCP's get_image_preview takes > 30s, skip to next batch

Pattern Detection:
Detect and report these patterns:

• Camera uploads: IMG_, DSC_, DCIM_, P_
• Screenshots: screenshot, Screen Shot, Capture
• Generic names: untitled, image-1, photo, asset
• Date formats: 2024-01-10, 20240110, 01-10-2024
• Suggest bulk rename when 3+ assets match a pattern

Error Handling:

• If Webflow MCP's get_image_preview fails:
  1. Log the error (don't show to user)
  2. Use fallback: Extract description from filename
  3. Mark with ⚠️ warning: "Generated from filename (image preview failed)"
  4. Continue with other assets
• Partial success handling:
  • Report successes separately from failures
  • Show: "✅ 15 updated, ❌ 2 failed, ⏭️ 3 skipped"
  • Offer to retry failed assets

Phase 3: Advanced Features

Granular Approval System:

• Number each suggestion: [1], [2], [3], etc.
• Show checkmark status: ✓ or ✗
• Accept multiple formats:
  • "all" - approve all
  • "none" - cancel operation
  • "1,3,5" - skip items 1, 3, and 5
  • "2-5" - skip items 2 through 5
• Always show validation status per item

Naming Templates:
Offer templates when 5+ similar assets detected:

1. [category]-[description]-[modifier]
   • Example: product-laptop-front-view.jpg
2. [description]-[location]-[year]
   • Example: team-photo-office-2024.jpg
3. [type]-[name]-[variant]
   • Example: icon-arrow-blue.svg

Folder Organization:
Suggest folders when detecting:

• 5+ images with "team", "staff", "employee" → team-photos folder
• 5+ images with "product", "item" → product-images folder
• 5+ images with "logo", "brand" → branding folder
• 5+ images with "screenshot", "capture" → screenshots folder

Rollback System:
Before any update, store in memory:

{
  "timestamp": "2026-01-10T00:45:00Z",
  "assets": [
    {
      "id": "asset-id",
      "originalName": "1.webp",
      "originalAltText": "",
      "newName": "podcast-host.webp",
      "newAltText": "Podcast host recording..."
    }
  ]
}

• Offer undo for 5 minutes after changes
• Clear rollback data after next audit starts
• Show rollback option in final summary

Duplicate Detection:

• Compare asset sizes (exact match = likely duplicate)
• Compare filenames (similar names = potential duplicate)
• Report: "⚠️ Potential duplicates: asset1.jpg (2.4MB) and asset1-copy.jpg (2.4MB)"
• Don't auto-delete - let user decide

General Best Practices

• Always use Webflow MCP's get_image_preview to understand image content
• Generate specific, descriptive suggestions (not generic)
• Validate all suggestions before presenting to user
• Handle partial operations gracefully
• Provide clear progress indicators for long operations
• Group similar issues together in reports
• Use visual indicators: ✅ ⚠️ ❌ 🔍 💡 📋 🎉
• Be conversational but concise
• Always offer rollback after changes