lagunabio.com
Comparing v6 vs v7
Mar 30, 2026 → Mar 31, 2026
39
/ 100
→
+443
/ 100
#
Criterion
v6
Status
v7
Status
Delta
1
llms.txt File
0/10
MISSING
0/10
MISSING
0
2
Schema.org Structured Data
0/10
MISSING
0/10
MISSING
0
3
Q&A Content Format
9/10
STRONG
0/10
MISSING
-9
4
Clean, Crawlable HTML
5/10
PARTIAL
8/10
STRONG
+3
5
Entity Authority & NAP Consistency
5/10
PARTIAL
3/10
WEAK
-2
6
robots.txt for AI Crawlers
3/10
WEAK
5/10
PARTIAL
+2
7
Comprehensive FAQ Section
0/10
MISSING
0/10
MISSING
0
8
Original Data & Expert Analysis
3/10
WEAK
3/10
WEAK
0
9
Internal Linking Structure
4/10
PARTIAL
3/10
WEAK
-1
10
Semantic HTML5 & Accessibility
4/10
PARTIAL
6/10
MODERATE
+2
11
Content Freshness Signals
2/10
POOR
2/10
POOR
0
12
Sitemap Completeness
0/10
MISSING
5/10
PARTIAL
+5
13
RSS/Atom Feed
0/10
MISSING
0/10
MISSING
0
14
Table & List Extractability
2/10
POOR
3/10
WEAK
+1
15
Definition Patterns
7/10
GOOD
7/10
GOOD
0
16
Direct Answer Paragraphs
2/10
POOR
4/10
PARTIAL
+2
17
Content Licensing & AI Permissions
0/10
MISSING
2/10
POOR
+2
18
Author & Expert Schema
4/10
PARTIAL
2/10
POOR
-2
19
Fact & Data Density
1/10
NEARLY EMPTY
8/10
STRONG
+7
20
Canonical URL Strategy
0/10
MISSING
10/10
STRONG
+10
21
Content Publishing Velocity
0/10
MISSING
2/10
POOR
+2
22
Schema Coverage & Depth
0/10
MISSING
0/10
MISSING
0
23
Speakable Schema
0/10
MISSING
0/10
MISSING
0
24
Query-Answer Alignment
4/10
PARTIAL
5/10
PARTIAL
+1
25
Content Cannibalization
10/10
STRONG
10/10
STRONG
0
26
Visible Date Signal
0/10
MISSING
0/10
MISSING
0
27
Topic Coherence
5/10
PARTIAL
9/10
STRONG
+4
28
Content Depth
9/10
STRONG
7/10
GOOD
-2
29
Helpful Purpose Alignment
5/10
PARTIAL
7/10
GOOD
+2
30
First-Hand Experience Signals
3/10
WEAK
3/10
WEAK
0
31
Creator Transparency
2/10
POOR
3/10
WEAK
+1
32
Methodology Transparency
2/10
POOR
2/10
POOR
0
33
Citation-Ready Writing Quality
7/10
GOOD
6/10
MODERATE
-1
34
Answer-First Placement
7/10
GOOD
8/10
STRONG
+1
35
Evidence Packaging
0/10
MISSING
0/10
MISSING
0
36
Entity Disambiguation
0/10
MISSING
1/10
NEARLY EMPTY
+1
37
Extraction Friction Score
2/10
POOR
2/10
POOR
0
38
Image Context for AI
0/10
MISSING
1/10
NEARLY EMPTY
+1
39
Duplicate Content Blocks
0/10
MISSING
10/10
STRONG
+10
40
Cross-Page Duplicate Content
10/10
STRONG
10/10
STRONG
0
41
Internationalization Signals
3/10
WEAK
3/10
WEAK
0
42
Page Speed: Server Response
8/10
STRONG
6/10
MODERATE
-2
43
Page Speed: Load Blockers
8/10
STRONG
7/10
GOOD
-1
44
Page Speed: Page Size
10/10
STRONG
3/10
WEAK
-7
45
Answer Capsule Pattern
2/10
POOR
0/10
MISSING
-2
46
Entity Density
8/10
STRONG
10/10
STRONG
+2
47
Owned Data Density
0/10
MISSING
0/10
MISSING
0
48
Sentence Atomicity
4/10
PARTIAL
8/10
STRONG
+4
Opportunities
10
v6
10
v7
Added in v7
+ Restructure Content as Q&A
+ Strengthen Entity Authority (NAP)
+ Improve Internal Linking Architecture
Removed since v6
- Fix Duplicate Content Blocks
- Increase Fact & Data Density
- Focus Content on Core Topics
Findings Summary
Criterion
v6 Findings
v7 Findings
Delta
llms.txt File
2
2
0
Schema.org Structured Data
2
2
0
Q&A Content Format
4
3
-1
Clean, Crawlable HTML
5
5
0
Entity Authority & NAP Consistency
4
3
-1
robots.txt for AI Crawlers
2
2
0
Comprehensive FAQ Section
3
3
0
Original Data & Expert Analysis
4
4
0
Internal Linking Structure
5
5
0
Semantic HTML5 & Accessibility
8
6
-2
Content Freshness Signals
4
4
0
Sitemap Completeness
2
4
+2
RSS/Atom Feed
2
2
0
Table & List Extractability
4
5
+1
Definition Patterns
4
4
0
Direct Answer Paragraphs
3
3
0
Content Licensing & AI Permissions
4
4
0
Author & Expert Schema
5
5
0
Fact & Data Density
4
4
0
Canonical URL Strategy
2
4
+2
Content Publishing Velocity
2
2
0
Schema Coverage & Depth
2
2
0
Speakable Schema
2
2
0
Query-Answer Alignment
2
2
0
Content Cannibalization
2
2
0
Visible Date Signal
2
2
0
Topic Coherence
2
3
+1
Content Depth
3
3
0
Helpful Purpose Alignment
2
2
0
First-Hand Experience Signals
2
2
0
Creator Transparency
2
2
0
Methodology Transparency
2
2
0
Citation-Ready Writing Quality
4
3
-1
Answer-First Placement
3
3
0
Evidence Packaging
3
3
0
Entity Disambiguation
3
3
0
Extraction Friction Score
3
3
0
Image Context for AI
3
3
0
Duplicate Content Blocks
4
2
-2
Cross-Page Duplicate Content
2
2
0
Internationalization Signals
2
2
0
Page Speed: Server Response
2
2
0
Page Speed: Load Blockers
3
2
-1
Page Speed: Page Size
2
4
+2
Answer Capsule Pattern
2
2
0
Entity Density
2
2
0
Owned Data Density
2
2
0
Sentence Atomicity
2
2
0