[KNOWLEDGE GRAPH] 1 Industry, 5 Million+ Queries
Problem 1: How do I learn ALL the topics in my industry?
Solution: Structure 5.3M raw queries into a 5-level taxonomy
→ Categories → Subcategories → Intents → Topics → Keywords
Problem 2: How do I use this data?
Solution:
→ Visualize & filter topics at scale
→ Track rankings vs competitors
→ Calculate market share % by topic
Problem 3: How does this drive business impact? [Coming Soon]
Solution:
→ Increase topical coverage with intent-based content
→ 3-4 year content & optimization roadmap
→ Internal linking recommendation engine
Current Scale:
• 5,331,768 keywords indexed
• 913 L1 categories
• 746 L2 subcategories
• 882 L3 intents
• <1ms classification speed
Productivity Impact:
Manual: 1,000 keywords = 2 hours
This system: 5.3M keywords = instant
Select the topics YOU care about → Find opportunities → Start IMPLEMENTING
#KnowledgeGraph
#SEO
#DataEngineering
#Telecom
#AI
