F
Friesen Automation
AI GEO / SEO Diagnostic Report
How easily can AI assistants cite this website?
Grade C
📖 AI Readability
70/100
Weight: 18%
🏷️ Entity Coverage
85/100
Weight: 15%
🧱 Semantic Structure
100/100
Weight: 15%
🔗 Citation Quality
75/100
Weight: 16%
🧩 Chunk Quality
80/100
Weight: 12%
🕒 Freshness
0/100
Weight: 12%
🤖 AI Feed Ready
40/100
Weight: 12%
Why AI may struggle to cite your site
- Low No visible author or update date.
- Low No llms.txt / AI-feed endpoint discovered.
Issues detected
- No visible author or update date.
- No llms.txt / AI-feed endpoint discovered.
GEO optimization suggestions
-
Show author byline and last-updated date on the page.↑ +8 Impact
-
Publish an llms.txt and/or an AI-feed Markdown endpoint.↑ +10 Impact
AI GEO Score: 67 · Grade C
· Checked · 2026-07-24 16:27