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

wthn.com — v2 vs v3

← Back to latest audit

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

Changes since v2Last audited 109 days ago
63
→
56
-7
Criterion
v2
v3
Delta
llms.txt File
0/10
10/10
+10
Content Cannibalization
5/10
3/10
-2
Topic Coherence
9/10
8/10
-1
First-Hand Experience Signals
2/10
3/10
+1
Creator Transparency
2/10
3/10
+1
Extraction Friction Score
5/10
4/10
-1
Duplicate Content Blocks
5/10
3/10
-2
Sentence Atomicity
6/10
8/10
+2
Package Evidence for AIAdd First-Hand Experience Signals