hutsy.ca
Comparing v4 vs v5
Mar 17, 2026 → Mar 22, 2026
39
/ 100
→
+948
/ 100
#
Criterion
v4
Status
v5
Status
Delta
1
llms.txt File
0/10
MISSING
0/10
MISSING
0
2
Schema.org Structured Data
10/10
STRONG
10/10
STRONG
0
3
Q&A Content Format
1/10
NEARLY EMPTY
4/10
PARTIAL
+3
4
Clean, Crawlable HTML
8/10
STRONG
8/10
STRONG
0
5
Entity Authority & NAP Consistency
8/10
STRONG
8/10
STRONG
0
6
robots.txt for AI Crawlers
5/10
PARTIAL
5/10
PARTIAL
0
7
Comprehensive FAQ Section
5/10
PARTIAL
5/10
PARTIAL
0
8
Original Data & Expert Analysis
1/10
NEARLY EMPTY
1/10
NEARLY EMPTY
0
9
Internal Linking Structure
5/10
PARTIAL
5/10
PARTIAL
0
10
Semantic HTML5 & Accessibility
6/10
MODERATE
6/10
MODERATE
0
11
Content Freshness Signals
7/10
GOOD
7/10
GOOD
0
12
Sitemap Completeness
9/10
STRONG
9/10
STRONG
0
13
RSS/Atom Feed
6/10
MODERATE
6/10
MODERATE
0
14
Table & List Extractability
3/10
WEAK
3/10
WEAK
0
15
Definition Patterns
5/10
PARTIAL
5/10
PARTIAL
0
16
Direct Answer Paragraphs
2/10
POOR
2/10
POOR
0
17
Content Licensing & AI Permissions
0/10
MISSING
0/10
MISSING
0
18
Author & Expert Schema
2/10
POOR
2/10
POOR
0
19
Fact & Data Density
10/10
STRONG
10/10
STRONG
0
20
Canonical URL Strategy
10/10
STRONG
10/10
STRONG
0
21
Content Publishing Velocity
3/10
WEAK
3/10
WEAK
0
22
Schema Coverage & Depth
10/10
STRONG
10/10
STRONG
0
23
Speakable Schema
0/10
MISSING
0/10
MISSING
0
24
Query-Answer Alignment
0/10
MISSING
7/10
GOOD
+7
25
Content Cannibalization
5/10
PARTIAL
5/10
PARTIAL
0
26
Visible Date Signal
8/10
STRONG
3/10
WEAK
-5
27
Topic Coherence
5/10
PARTIAL
5/10
PARTIAL
0
28
Content Depth
0/10
MISSING
0/10
MISSING
0
29
Citation-Ready Writing Quality
5/10
PARTIAL
5/10
PARTIAL
0
30
Helpful Purpose Alignment
--
N/A
4/10
PARTIAL
+4
31
Answer-First Placement
1/10
NEARLY EMPTY
3/10
WEAK
+2
32
First-Hand Experience Signals
--
N/A
4/10
PARTIAL
+4
33
Evidence Packaging
0/10
MISSING
5/10
PARTIAL
+5
34
Creator Transparency
--
N/A
3/10
WEAK
+3
35
Entity Disambiguation
0/10
MISSING
0/10
MISSING
0
36
Methodology Transparency
--
N/A
4/10
PARTIAL
+4
37
Extraction Friction Score
1/10
NEARLY EMPTY
3/10
WEAK
+2
38
Image Context for AI
1/10
NEARLY EMPTY
1/10
NEARLY EMPTY
0
39
Duplicate Content Blocks
--
N/A
10/10
STRONG
+10
40
Cross-Page Duplicate Content
--
N/A
10/10
STRONG
+10
Opportunities
10
v4
10
v5
Added in v5
+ Add Entity Disambiguation
+ Reduce Extraction Friction
+ Improve Internal Linking Architecture
+ Build Comprehensive FAQ Section
Removed since v4
- Improve Question-Answer Alignment
- Package Evidence for AI
- Add Answer-First Placement
- Enhance Author & Expert Schema
Findings Summary
Criterion
v4 Findings
v5 Findings
Delta
llms.txt File
2
2
0
Schema.org Structured Data
4
4
0
Q&A Content Format
3
4
+1
Clean, Crawlable HTML
5
5
0
Entity Authority & NAP Consistency
4
4
0
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
6
6
0
Content Freshness Signals
4
4
0
Sitemap Completeness
4
4
0
RSS/Atom Feed
2
2
0
Table & List Extractability
5
5
0
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
4
4
0
Content Publishing Velocity
2
3
+1
Schema Coverage & Depth
5
5
0
Speakable Schema
2
2
0
Query-Answer Alignment
2
2
0
Content Cannibalization
2
2
0
Visible Date Signal
3
3
0
Topic Coherence
4
4
0
Content Depth
3
3
0
Citation-Ready Writing Quality
4
4
0
Helpful Purpose Alignment
--
2
--
Answer-First Placement
3
3
0
First-Hand Experience Signals
--
2
--
Evidence Packaging
3
4
+1
Creator Transparency
--
2
--
Entity Disambiguation
3
3
0
Methodology Transparency
--
2
--
Extraction Friction Score
4
3
-1
Image Context for AI
3
3
0
Duplicate Content Blocks
--
2
--
Cross-Page Duplicate Content
--
2
--