whill.inc
Comparing v7 vs v8
Mar 30, 2026 → Mar 31, 2026
43
/ 100
→
+750
/ 100
#
Criterion
v7
Status
v8
Status
Delta
1
llms.txt File
0/10
MISSING
0/10
MISSING
0
2
Schema.org Structured Data
0/10
MISSING
10/10
STRONG
+10
3
Q&A Content Format
1/10
NEARLY EMPTY
2/10
POOR
+1
4
Clean, Crawlable HTML
8/10
STRONG
10/10
STRONG
+2
5
Entity Authority & NAP Consistency
1/10
NEARLY EMPTY
6/10
MODERATE
+5
6
robots.txt for AI Crawlers
5/10
PARTIAL
5/10
PARTIAL
0
7
Comprehensive FAQ Section
0/10
MISSING
2/10
POOR
+2
8
Original Data & Expert Analysis
2/10
POOR
8/10
STRONG
+6
9
Internal Linking Structure
3/10
WEAK
10/10
STRONG
+7
10
Semantic HTML5 & Accessibility
6/10
MODERATE
6/10
MODERATE
0
11
Content Freshness Signals
0/10
MISSING
10/10
STRONG
+10
12
Sitemap Completeness
0/10
MISSING
0/10
MISSING
0
13
RSS/Atom Feed
0/10
MISSING
0/10
MISSING
0
14
Table & List Extractability
4/10
PARTIAL
3/10
WEAK
-1
15
Definition Patterns
2/10
POOR
5/10
PARTIAL
+3
16
Direct Answer Paragraphs
2/10
POOR
7/10
GOOD
+5
17
Content Licensing & AI Permissions
2/10
POOR
4/10
PARTIAL
+2
18
Author & Expert Schema
2/10
POOR
7/10
GOOD
+5
19
Fact & Data Density
7/10
GOOD
10/10
STRONG
+3
20
Canonical URL Strategy
10/10
STRONG
10/10
STRONG
0
21
Content Publishing Velocity
0/10
MISSING
0/10
MISSING
0
22
Schema Coverage & Depth
9/10
STRONG
9/10
STRONG
0
23
Speakable Schema
0/10
MISSING
0/10
MISSING
0
24
Query-Answer Alignment
5/10
PARTIAL
0/10
MISSING
-5
25
Content Cannibalization
3/10
WEAK
5/10
PARTIAL
+2
26
Visible Date Signal
10/10
STRONG
10/10
STRONG
0
27
Topic Coherence
6/10
MODERATE
7/10
GOOD
+1
28
Content Depth
2/10
POOR
2/10
POOR
0
29
Helpful Purpose Alignment
5/10
PARTIAL
5/10
PARTIAL
0
30
First-Hand Experience Signals
2/10
POOR
2/10
POOR
0
31
Creator Transparency
2/10
POOR
2/10
POOR
0
32
Methodology Transparency
2/10
POOR
2/10
POOR
0
33
Citation-Ready Writing Quality
3/10
WEAK
5/10
PARTIAL
+2
34
Answer-First Placement
6/10
MODERATE
8/10
STRONG
+2
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
3/10
WEAK
3/10
WEAK
0
38
Image Context for AI
1/10
NEARLY EMPTY
1/10
NEARLY EMPTY
0
39
Duplicate Content Blocks
10/10
STRONG
10/10
STRONG
0
40
Cross-Page Duplicate Content
10/10
STRONG
7/10
GOOD
-3
41
Internationalization Signals
8/10
STRONG
8/10
STRONG
0
42
Page Speed: Server Response
6/10
MODERATE
5/10
PARTIAL
-1
43
Page Speed: Load Blockers
10/10
STRONG
3/10
WEAK
-7
44
Page Speed: Page Size
10/10
STRONG
5/10
PARTIAL
-5
45
Answer Capsule Pattern
0/10
MISSING
2/10
POOR
+2
46
Entity Density
10/10
STRONG
10/10
STRONG
0
47
Owned Data Density
0/10
MISSING
0/10
MISSING
0
48
Sentence Atomicity
10/10
STRONG
10/10
STRONG
0
Opportunities
10
v7
10
v8
Added in v8
+ Improve Question-Answer Alignment
+ Add Structured Tables & Lists
+ Add Entity Disambiguation
Removed since v7
- Add Original Data & Case Studies
- Add Direct Answer Paragraphs
- Strengthen Entity Authority (NAP)
Findings Summary
Criterion
v7 Findings
v8 Findings
Delta
llms.txt File
2
2
0
Schema.org Structured Data
2
5
+3
Q&A Content Format
3
3
0
Clean, Crawlable HTML
5
5
0
Entity Authority & NAP Consistency
3
3
0
robots.txt for AI Crawlers
2
2
0
Comprehensive FAQ Section
3
3
0
Original Data & Expert Analysis
5
4
-1
Internal Linking Structure
5
5
0
Semantic HTML5 & Accessibility
3
4
+1
Content Freshness Signals
4
4
0
Sitemap Completeness
2
2
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
2
0
Schema Coverage & Depth
5
5
0
Speakable Schema
2
2
0
Query-Answer Alignment
2
2
0
Content Cannibalization
4
4
0
Visible Date Signal
4
5
+1
Topic Coherence
4
4
0
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
3
4
+1
Answer-First Placement
3
3
0
Evidence Packaging
3
3
0
Entity Disambiguation
3
3
0
Extraction Friction Score
3
4
+1
Image Context for AI
3
3
0
Duplicate Content Blocks
2
2
0
Cross-Page Duplicate Content
2
2
0
Internationalization Signals
4
4
0
Page Speed: Server Response
2
3
+1
Page Speed: Load Blockers
2
4
+2
Page Speed: Page Size
2
2
0
Answer Capsule Pattern
2
2
0
Entity Density
2
2
0
Owned Data Density
2
2
0
Sentence Atomicity
2
2
0