net/CORRECT_DATA_STRUCTURES.md

Intelligence Library - Correct Data Structure

✅ Actual Data Structures in Directus

1. Geo Intelligence

Collections: geo_clusters + geo_locations

Structure:

{
  "geo_clusters": {
    "id": 1,
    "cluster_name": "The Growth Havens"
  },
  "geo_locations": [
    {
      "id": 1,
      "city": "Miami",
      "state": "FL",
      "neighborhood": "Coral Gables",
      "cluster": 1
    }
  ]
}

Fields Needed:

• geo_clusters: cluster_name
• geo_locations: city, state, zip_focus, neighborhood, cluster (FK)

Status: ✅ Collections exist, just need data imported

---

2. Spintax Dictionaries

Collection: spintax_dictionaries

Structure:

{
  "category": "adjectives_quality",
  "words": ["Top-Rated", "Premier", "Elite"]
}

Fields Needed:

• category (string)
• words (json array)

Status: ⚠️ Need to check if words field exists (might be data)

---

3. Cartesian Patterns

Collection: cartesian_patterns

Structure:

{
  "pattern_id": "geo_dominance",
  "category": "long_tail_seo_headlines",
  "formula": "{adjectives_quality} {{NICHE}} in {{CITY}}",
  "example_output": "Premier Marketing in Miami"
}

Fields Needed:

• pattern_id (string)
• category (string)
• formula (text)
• example_output (text) - optional

Status: ⚠️ Need to verify field names

---

🔧 What Needs to Be Fixed

Option 1: Use Existing Data (Recommended)

The data already exists in /backend/data/ JSON files. Just need to:

1. Run the schema init script to import it
2. Update frontend components to match actual field names

Option 2: Manual Import

1. Go to Directus admin
2. Import the JSON data manually
3. Verify field names match

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🚀 Quick Fix Command

cd /Users/christopheramaya/Downloads/spark/backend
npx ts-node scripts/init_schema.ts

This will:

• Create all collections
• Add all fields
• Import all data from JSON files

---

✅ Updated Components

I've updated GeoIntelligenceManager.tsx to work with the actual cluster/location structure.

Still need to verify:

• Spintax field name (words vs data)
• Cartesian field names
• Avatar Variants structure

---

📝 Next Steps

1. Run init_schema.ts to import data
2. Check Directus to see what fields actually exist
3. Update remaining components to match
4. Test all pages