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

labworks.io — v1 vs v2

← Back to latest audit

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

Changes since v1Last audited 139 days ago
56
→
25
-31
Criterion
v1
v2
Delta
Schema.org Structured Data
9/10
0/10
-9
Q&A Content Format
8/10
1/10
-7
Clean, Crawlable HTML
7/10
2/10
-5
Entity Authority & NAP Consistency
7/10
1/10
-6
robots.txt for AI Crawlers
5/10
2/10
-3
Comprehensive FAQ Section
3/10
0/10
-3
Original Data & Expert Analysis
5/10
0/10
-5
Internal Linking Structure
7/10
0/10
-7
Semantic HTML5 & Accessibility
8/10
0/10
-8
Content Freshness Signals
6/10
0/10
-6
Sitemap Completeness
5/10
0/10
-5
Table & List Extractability
8/10
0/10
-8
Definition Patterns
7/10
0/10
-7
Direct Answer Paragraphs
4/10
0/10
-4
Author & Expert Schema
7/10
0/10
-7
Fact & Data Density
8/10
0/10
-8
Canonical URL Strategy
10/10
0/10
-10
Content Publishing Velocity
2/10
0/10
-2
Schema Coverage & Depth
10/10
0/10
-10
Query-Answer Alignment
7/10
5/10
-2
Content Cannibalization
10/10
5/10
-5
Visible Date Signal
8/10
0/10
-8
Content Depth
5/10
3/10
-2
Helpful Purpose Alignment
7/10
5/10
-2
First-Hand Experience Signals
3/10
4/10
+1
Creator Transparency
4/10
3/10
-1
Methodology Transparency
3/10
4/10
+1
Citation-Ready Writing Quality
4/10
0/10
-4
Answer-First Placement
7/10
3/10
-4
Evidence Packaging
3/10
0/10
-3
Entity Disambiguation
4/10
0/10
-4
Image Context for AI
3/10
5/10
+2
Cross-Page Duplicate Content
10/10
5/10
-5
Internationalization Signals
6/10
0/10
-6
Page Speed: Server Response
9/10
7/10
-2
Page Speed: Load Blockers
6/10
10/10
+4
Answer Capsule Pattern
4/10
5/10
+1
Entity Density
6/10
3/10
-3
Sentence Atomicity
8/10
3/10
-5
Increase Fact & Data DensityAdd Structured Tables & ListsRestructure Content as Q&AStrengthen Entity Authority (NAP)Add Owned Data SignalsPackage Evidence for AIBuild Comprehensive FAQ SectionAdd Answer Capsule Patterns