cosito.ai
Comparing v1 vs v2
Apr 9, 2026 → May 9, 2026
v1
32
/ 100
→
+22v2
54
/ 100
#
Criterion
v1
Status
v2
Status
Delta
1
llms.txt File
10/10
STRONG
10/10
STRONG
0
2
Schema.org Structured Data
0/10
MISSING
10/10
STRONG
+10
3
Q&A Content Format
1/10
NEARLY EMPTY
10/10
STRONG
+9
4
Clean, Crawlable HTML
4/10
PARTIAL
9/10
STRONG
+5
5
Entity Authority & NAP Consistency
1/10
NEARLY EMPTY
6/10
MODERATE
+5
6
robots.txt for AI Crawlers
10/10
STRONG
10/10
STRONG
0
7
Comprehensive FAQ Section
3/10
WEAK
9/10
STRONG
+6
8
Original Data & Expert Analysis
0/10
MISSING
1/10
NEARLY EMPTY
+1
9
Internal Linking Structure
0/10
MISSING
1/10
NEARLY EMPTY
+1
10
Semantic HTML5 & Accessibility
2/10
POOR
8/10
STRONG
+6
11
Content Freshness Signals
0/10
MISSING
5/10
PARTIAL
+5
12
Sitemap Completeness
8/10
STRONG
8/10
STRONG
0
13
RSS/Atom Feed
0/10
MISSING
0/10
MISSING
0
14
Table & List Extractability
0/10
MISSING
5/10
PARTIAL
+5
15
Definition Patterns
0/10
MISSING
7/10
GOOD
+7
16
Direct Answer Paragraphs
0/10
MISSING
4/10
PARTIAL
+4
17
Content Licensing & AI Permissions
0/10
MISSING
0/10
MISSING
0
18
Author & Expert Schema
0/10
MISSING
9/10
STRONG
+9
19
Fact & Data Density
0/10
MISSING
8/10
STRONG
+8
20
Canonical URL Strategy
0/10
MISSING
10/10
STRONG
+10
21
Content Publishing Velocity
3/10
WEAK
3/10
WEAK
0
22
Schema Coverage & Depth
0/10
MISSING
8/10
STRONG
+8
23
Speakable Schema
0/10
MISSING
0/10
MISSING
0
24
Query-Answer Alignment
5/10
PARTIAL
7/10
GOOD
+2
25
Content Cannibalization
0/10
MISSING
0/10
MISSING
0
26
Visible Date Signal
0/10
MISSING
3/10
WEAK
+3
27
Topic Coherence
10/10
STRONG
9/10
STRONG
-1
28
Content Depth
0/10
MISSING
5/10
PARTIAL
+5
29
Helpful Purpose Alignment
5/10
PARTIAL
7/10
GOOD
+2
30
First-Hand Experience Signals
3/10
WEAK
2/10
POOR
-1
31
Creator Transparency
3/10
WEAK
2/10
POOR
-1
32
Methodology Transparency
3/10
WEAK
2/10
POOR
-1
33
Citation-Ready Writing Quality
0/10
MISSING
8/10
STRONG
+8
34
Answer-First Placement
6/10
MODERATE
7/10
GOOD
+1
35
Evidence Packaging
0/10
MISSING
0/10
MISSING
0
36
Entity Disambiguation
4/10
PARTIAL
3/10
WEAK
-1
37
Extraction Friction Score
6/10
MODERATE
7/10
GOOD
+1
38
Image Context for AI
5/10
PARTIAL
3/10
WEAK
-2
39
Duplicate Content Blocks
10/10
STRONG
10/10
STRONG
0
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
7/10
GOOD
-1
43
Page Speed: Load Blockers
10/10
STRONG
9/10
STRONG
-1
44
Page Speed: Page Size
10/10
STRONG
10/10
STRONG
0
45
Answer Capsule Pattern
5/10
PARTIAL
4/10
PARTIAL
-1
46
Entity Density
3/10
WEAK
8/10
STRONG
+5
47
Owned Data Density
0/10
MISSING
0/10
MISSING
0
48
Sentence Atomicity
3/10
WEAK
8/10
STRONG
+5
Opportunities
10
v1
10
v2
Added in v2
+ Package Evidence for AI
+ Add Owned Data Signals
+ Add Answer Capsule Patterns
+ Resolve Content Cannibalization
+ Add First-Hand Experience Signals
Removed since v1
- Increase Fact & Data Density
- Increase Entity Density
- Restructure Content as Q&A
- Improve Citation-Ready Writing
- Strengthen Entity Authority (NAP)
Findings Summary
Criterion
v1 Findings
v2 Findings
Delta
llms.txt File
3
3
0
Schema.org Structured Data
2
4
+2
Q&A Content Format
3
4
+1
Clean, Crawlable HTML
5
5
0
Entity Authority & NAP Consistency
3
3
0
robots.txt for AI Crawlers
3
3
0
Comprehensive FAQ Section
3
4
+1
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
4
4
0
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
3
3
0
Schema Coverage & Depth
2
5
+3
Speakable Schema
2
2
0
Query-Answer Alignment
2
2
0
Content Cannibalization
2
4
+2
Visible Date Signal
2
2
0
Topic Coherence
3
3
0
Content Depth
3
2
-1
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
2
4
+2
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
2
3
+1
Duplicate Content Blocks
2
2
0
Cross-Page Duplicate Content
2
2
0
Internationalization Signals
2
2
0
Page Speed: Server Response
1
2
+1
Page Speed: Load Blockers
2
2
0
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