astronomer.io
Comparing v7 vs v8
Mar 31, 2026 → Mar 31, 2026
61
/ 100
→
-160
/ 100
#
Criterion
v7
Status
v8
Status
Delta
1
llms.txt File
0/10
MISSING
0/10
MISSING
0
2
Schema.org Structured Data
9/10
STRONG
9/10
STRONG
0
3
Q&A Content Format
5/10
PARTIAL
5/10
PARTIAL
0
4
Clean, Crawlable HTML
7/10
GOOD
7/10
GOOD
0
5
Entity Authority & NAP Consistency
6/10
MODERATE
6/10
MODERATE
0
6
robots.txt for AI Crawlers
5/10
PARTIAL
5/10
PARTIAL
0
7
Comprehensive FAQ Section
7/10
GOOD
7/10
GOOD
0
8
Original Data & Expert Analysis
8/10
STRONG
8/10
STRONG
0
9
Internal Linking Structure
8/10
STRONG
8/10
STRONG
0
10
Semantic HTML5 & Accessibility
8/10
STRONG
8/10
STRONG
0
11
Content Freshness Signals
5/10
PARTIAL
5/10
PARTIAL
0
12
Sitemap Completeness
0/10
MISSING
7/10
GOOD
+7
13
RSS/Atom Feed
0/10
MISSING
0/10
MISSING
0
14
Table & List Extractability
9/10
STRONG
8/10
STRONG
-1
15
Definition Patterns
9/10
STRONG
9/10
STRONG
0
16
Direct Answer Paragraphs
10/10
STRONG
10/10
STRONG
0
17
Content Licensing & AI Permissions
0/10
MISSING
0/10
MISSING
0
18
Author & Expert Schema
4/10
PARTIAL
4/10
PARTIAL
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
0/10
MISSING
2/10
POOR
+2
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
7/10
GOOD
7/10
GOOD
0
25
Content Cannibalization
10/10
STRONG
9/10
STRONG
-1
26
Visible Date Signal
10/10
STRONG
9/10
STRONG
-1
27
Topic Coherence
8/10
STRONG
7/10
GOOD
-1
28
Content Depth
10/10
STRONG
9/10
STRONG
-1
29
Helpful Purpose Alignment
6/10
MODERATE
6/10
MODERATE
0
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
6/10
MODERATE
6/10
MODERATE
0
34
Answer-First Placement
5/10
PARTIAL
7/10
GOOD
+2
35
Evidence Packaging
7/10
GOOD
7/10
GOOD
0
36
Entity Disambiguation
4/10
PARTIAL
4/10
PARTIAL
0
37
Extraction Friction Score
6/10
MODERATE
6/10
MODERATE
0
38
Image Context for AI
1/10
NEARLY EMPTY
1/10
NEARLY EMPTY
0
39
Duplicate Content Blocks
5/10
PARTIAL
7/10
GOOD
+2
40
Cross-Page Duplicate Content
5/10
PARTIAL
7/10
GOOD
+2
41
Internationalization Signals
7/10
GOOD
3/10
WEAK
-4
42
Page Speed: Server Response
8/10
STRONG
8/10
STRONG
0
43
Page Speed: Load Blockers
6/10
MODERATE
6/10
MODERATE
0
44
Page Speed: Page Size
9/10
STRONG
9/10
STRONG
0
45
Answer Capsule Pattern
6/10
MODERATE
6/10
MODERATE
0
46
Entity Density
10/10
STRONG
10/10
STRONG
0
47
Owned Data Density
6/10
MODERATE
6/10
MODERATE
0
48
Sentence Atomicity
8/10
STRONG
8/10
STRONG
0
Opportunities
10
v7
10
v8
Added in v8
+ Focus Content on Core Topics
+ Add Answer Capsule Patterns
Removed since v7
- Eliminate Cross-Page Duplicate Content
- Add Answer-First Placement
Findings Summary
Criterion
v7 Findings
v8 Findings
Delta
llms.txt File
2
2
0
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
5
5
0
Original Data & Expert Analysis
5
5
0
Internal Linking Structure
5
5
0
Semantic HTML5 & Accessibility
4
4
0
Content Freshness Signals
4
4
0
Sitemap Completeness
2
4
+2
RSS/Atom Feed
2
2
0
Table & List Extractability
7
6
-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
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
2
2
0
Visible Date Signal
3
2
-1
Topic Coherence
3
4
+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
4
0
Answer-First Placement
3
3
0
Evidence Packaging
4
4
0
Entity Disambiguation
3
3
0
Extraction Friction Score
3
3
0
Image Context for AI
3
3
0
Duplicate Content Blocks
6
4
-2
Cross-Page Duplicate Content
4
2
-2
Internationalization Signals
4
2
-2
Page Speed: Server Response
1
1
0
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