inverto.tech
Comparing v2 vs v3
Apr 10, 2026 → May 9, 2026
44
/ 100
→
+145
/ 100
#
Criterion
v2
Status
v3
Status
Delta
1
llms.txt File
0/10
MISSING
10/10
STRONG
+10
2
Schema.org Structured Data
5/10
PARTIAL
8/10
STRONG
+3
3
Q&A Content Format
6/10
MODERATE
4/10
PARTIAL
-2
4
Clean, Crawlable HTML
9/10
STRONG
9/10
STRONG
0
5
Entity Authority & NAP Consistency
3/10
WEAK
5/10
PARTIAL
+2
6
robots.txt for AI Crawlers
5/10
PARTIAL
5/10
PARTIAL
0
7
Comprehensive FAQ Section
2/10
POOR
2/10
POOR
0
8
Original Data & Expert Analysis
5/10
PARTIAL
5/10
PARTIAL
0
9
Internal Linking Structure
9/10
STRONG
9/10
STRONG
0
10
Semantic HTML5 & Accessibility
8/10
STRONG
8/10
STRONG
0
11
Content Freshness Signals
0/10
MISSING
5/10
PARTIAL
+5
12
Sitemap Completeness
9/10
STRONG
9/10
STRONG
0
13
RSS/Atom Feed
3/10
WEAK
3/10
WEAK
0
14
Table & List Extractability
3/10
WEAK
3/10
WEAK
0
15
Definition Patterns
7/10
GOOD
7/10
GOOD
0
16
Direct Answer Paragraphs
4/10
PARTIAL
4/10
PARTIAL
0
17
Content Licensing & AI Permissions
2/10
POOR
2/10
POOR
0
18
Author & Expert Schema
2/10
POOR
3/10
WEAK
+1
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
2/10
POOR
2/10
POOR
0
22
Schema Coverage & Depth
2/10
POOR
9/10
STRONG
+7
23
Speakable Schema
0/10
MISSING
0/10
MISSING
0
24
Query-Answer Alignment
0/10
MISSING
0/10
MISSING
0
25
Content Cannibalization
5/10
PARTIAL
10/10
STRONG
+5
26
Visible Date Signal
0/10
MISSING
3/10
WEAK
+3
27
Topic Coherence
5/10
PARTIAL
8/10
STRONG
+3
28
Content Depth
0/10
MISSING
2/10
POOR
+2
29
Helpful Purpose Alignment
6/10
MODERATE
6/10
MODERATE
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
3/10
WEAK
+1
33
Citation-Ready Writing Quality
4/10
PARTIAL
5/10
PARTIAL
+1
34
Answer-First Placement
5/10
PARTIAL
1/10
NEARLY EMPTY
-4
35
Evidence Packaging
0/10
MISSING
0/10
MISSING
0
36
Entity Disambiguation
1/10
NEARLY EMPTY
1/10
NEARLY EMPTY
0
37
Extraction Friction Score
3/10
WEAK
3/10
WEAK
0
38
Image Context for AI
2/10
POOR
1/10
NEARLY EMPTY
-1
39
Duplicate Content Blocks
7/10
GOOD
5/10
PARTIAL
-2
40
Cross-Page Duplicate Content
10/10
STRONG
5/10
PARTIAL
-5
41
Internationalization Signals
3/10
WEAK
3/10
WEAK
0
42
Page Speed: Server Response
5/10
PARTIAL
4/10
PARTIAL
-1
43
Page Speed: Load Blockers
5/10
PARTIAL
5/10
PARTIAL
0
44
Page Speed: Page Size
3/10
WEAK
3/10
WEAK
0
45
Answer Capsule Pattern
4/10
PARTIAL
4/10
PARTIAL
0
46
Entity Density
10/10
STRONG
6/10
MODERATE
-4
47
Owned Data Density
0/10
MISSING
0/10
MISSING
0
48
Sentence Atomicity
8/10
STRONG
6/10
MODERATE
-2
Opportunities
10
v2
10
v3
Added in v3
+ Fix Duplicate Content Blocks
+ Add Answer-First Placement
+ Restructure Content as Q&A
Removed since v2
- Focus Content on Core Topics
- Add Content Freshness Signals
- Strengthen Entity Authority (NAP)
Findings Summary
Criterion
v2 Findings
v3 Findings
Delta
llms.txt File
2
3
+1
Schema.org Structured Data
4
4
0
Q&A Content Format
4
4
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
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
3
3
0
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
2
3
+1
Topic Coherence
3
3
0
Content Depth
3
4
+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
4
4
0
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
3
5
+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
3
0
Page Speed: Page Size
4
4
0
Answer Capsule Pattern
2
2
0
Entity Density
2
2
0
Owned Data Density
2
2
0
Sentence Atomicity
2
2
0