SEO IRL
Pipeline
upload_file
Import & EmbedStep 1
filter_alt
DeduplicateStep 2
hub
ClusterStep 3
cleaning_services
DenoiseStep 4
lightbulb
Generate TopicsStep 5
content_copy
Deduplicate TopicsStep 6
account_tree
Label ParentsStep 7
Visualizers
grid_viewTreemap ViewhubRadial Tree
Generator
descriptionContent Brief
Presented by
Amin Foroutan
account_treeStep 7 of 7

Parent Cluster Labeling

Generate concise parent-level labels for Step 6 deduplicated topics and review the hierarchy before final packaging.

Run Step 6 first to generate deduplicated clusters.

Child clusters smaller than this will be filtered out before labeling.

Choose a model that balances speed and quality for labeling.

How Do We Label Parent Clusters?

Using AI analysis, we generate concise, meaningful labels (≤3 words) for each parent cluster by analyzing all its child article clusters, creating a clear content hierarchy.

Parent 1
article42 keywordsinsights28,500
subdirectory_arrow_rightEV Charging Stations
subdirectory_arrow_rightFast Charging Network
subdirectory_arrow_rightHome Charger Installation
subdirectory_arrow_rightPublic Charging Locations
Parent 2
article38 keywordsinsights31,200
subdirectory_arrow_rightBattery Life Expectancy
subdirectory_arrow_rightBattery Degradation
subdirectory_arrow_rightBattery Warranty Coverage
subdirectory_arrow_rightBattery Replacement Cost
Parent 3
article54 keywordsinsights45,800
subdirectory_arrow_rightTesla Model 3 Review
subdirectory_arrow_rightModel Y Comparison
subdirectory_arrow_rightTesla Features Overview
subdirectory_arrow_rightTesla Price Guide