Original Data & Expert Analysis
4/10
6/10
+2
Direct Answer Paragraphs
4/10
7/10
+3
Content Licensing & AI Permissions
4/10
2/10
-2
Fact & Data Density
8/10
10/10
+2
Query-Answer Alignment
5/10
0/10
-5
Content Cannibalization
10/10
9/10
-1
Topic Coherence
10/10
9/10
-1
Methodology Transparency
2/10
3/10
+1
Citation-Ready Writing Quality
5/10
7/10
+2
Entity Disambiguation
8/10
6/10
-2
Extraction Friction Score
3/10
5/10
+2
Duplicate Content Blocks
5/10
7/10
+2
Cross-Page Duplicate Content
10/10
5/10
-5
Answer Capsule Pattern
0/10
2/10
+2