Content & Keyword Intelligence

Nexlayer · 184 URLs · 2,614 Keywords · 8 Clusters

Activation Rate
58.4%
+3.2%
Coverage Ratio
1.42x
-0.08
Avg Refresh ROI
427
+18
Decay Rate
-4.2%
-1.8%
CTR Efficiency
3.6%
+0.4%
Cannibalization
0.26
Alert

Content Refresh Priority Matrix

Top Refresh Opportunities

Complete Guide to MLOps Best Practices
ROI Score: 782 · 18.2K impr · 3.8% CTR
High
Feature Store Architecture Patterns
ROI Score: 651 · 12.4K impr · 2.9% CTR
High
Data Pipeline Security: Enterprise Guide
ROI Score: 589 · 9.8K impr · 3.1% CTR
High
Real-Time ML Inference at Scale
ROI Score: 524 · 11.2K impr · 2.6% CTR
Medium
Model Monitoring Best Practices 2024
ROI Score: 472 · 8.6K impr · 3.4% CTR
Medium

New Cluster Opportunities

AI Ops
7.8
38K monthly impr potential · 0 top-20 rankings
Build: 3-4 pillar assets
LLMOps
6.4
22K monthly impr potential · 1 top-20 ranking
Build: 2 pillar assets
Vector DB
5.1
16K monthly impr potential · 2 top-20 rankings
Build: 1-2 comparison guides

Publish-to-Rank Lag Distribution by Content Type

Content Decay by Age Cohort

Cannibalization Alert: MLOps Cluster

3 URLs competing · 42K combined impr/mo
Primary asset capturing only 51% of impressions
MLOps Platform Comparison 2024
21.4K
51%
Best MLOps Tools for Startups
12.8K
30%
MLOps: A Complete Guide
7.9K
19%
Recommended Action
Consolidate #2 and #3 into #1, implement 301 redirects, expand primary asset to cover full intent spectrum

Content Asset Intelligence Table

Page Title Cluster Activation Impr/mo CTR ROI Score Age Action
Complete Guide to MLOps Best Practices MLOps 72% 18.2K 3.8% 782 14mo Refresh
Feature Store Architecture Patterns Feature Store 68% 12.4K 2.9% 651 9mo Refresh
Data Pipeline Security: Enterprise Guide Data Pipeline 64% 9.8K 3.1% 589 18mo Refresh
Real-Time ML Inference at Scale MLOps 61% 11.2K 2.6% 524 22mo Refresh
Model Monitoring Best Practices 2024 ML Monitoring 59% 8.6K 3.4% 472 6mo Refresh
CI/CD for Machine Learning Pipelines MLOps 56% 7.4K 2.8% 438 11mo Refresh
Building a Feature Store from Scratch Feature Store 53% 6.2K 3.0% 392 27mo Refresh
Kubernetes for ML Workloads Infrastructure 48% 5.8K 2.4% 341 31mo Consolidate

Intent-Format Match

Avg score: 7.2/10

Topical Depth Score

Portfolio avg: 6.8/10

Impression Funnel

Impressions 284K
Clicks 10.2K
Conversions 428

Cluster Content Inventory Treemap

MLOps
42 URLs · 94K impr/mo
Data Pipeline
38 URLs · 76K impr
Feature Store
28 URLs · 52K
Monitoring
24 URLs · 38K
Infrastructure
22 URLs · 31K
Model Registry
18 URLs · 24K
Experiment Tracking
12 URLs · 18K impr/mo