AEO Content AIAEO Content AI
AEO WebsiteFast, citation-ready websites for the AI era
Research-grade ContentOriginal evidence built for AI answers
Content FactoryHow topic clusters scale with quality controls
AboutCompany, mission, and team
AuditsRankingsPricing
Knowledge BaseGuides and best practices
ResearchMethodology and findings
FAQFrequently asked questions
LoginFree AuditLet's Talk
Free AuditLet's Talk

Platform

AEO WebsiteResearch-grade ContentContent FactoryAboutAuditsRankingsPricing

Resources

Knowledge BaseResearchFAQ

akshay.com — v3 vs v4

← Back to latest audit

Side-by-side scorecard and opportunities diff between two published versions.

Changes since v3Last audited 74 days ago
51
→
47
-4
Criterion
v3
v4
Delta
Q&A Content Format
5/10
6/10
+1
Semantic HTML5 & Accessibility
7/10
6/10
-1
Content Freshness Signals
7/10
5/10
-2
Table & List Extractability
4/10
3/10
-1
Definition Patterns
5/10
3/10
-2
Author & Expert Schema
7/10
4/10
-3
Fact & Data Density
9/10
8/10
-1
Schema Coverage & Depth
9/10
8/10
-1
Content Cannibalization
5/10
10/10
+5
Content Depth
3/10
5/10
+2
Helpful Purpose Alignment
6/10
4/10
-2
Creator Transparency
8/10
3/10
-5
Methodology Transparency
4/10
2/10
-2
Citation-Ready Writing Quality
4/10
3/10
-1
Evidence Packaging
4/10
3/10
-1
Entity Disambiguation
1/10
0/10
-1
Image Context for AI
2/10
0/10
-2
Answer Capsule Pattern
0/10
2/10
+2
Sentence Atomicity
6/10
4/10
-2
Citation Density
10/10
0/10
-10
Add Entity DisambiguationBuild Comprehensive FAQ Section