- AI’s Dream — Why AI Bots Access Pages That Don’t Exist
投稿者: uchiumi
While reviewing AI bot access logs, I noticed something that warranted closer examination: repeated requests t […]
- GA4 AI Traffic Is Not AHQG
投稿者: uchiumi
Measuring AI-referred traffic in GA4 and analyzing AHQG are not the same thing. The Y-axis of the AHQG Matrix […]
- Measuring What AI Actually Understands — EdgeShaping, 404 Logs, and Query Phase Analytics —
投稿者: uchiumi
A framework is only as useful as its measurement layer. The AHQG matrix gives you a map. This part gives you i […]
- AI Dreams of Pages That Don’t Exist
投稿者: uchiumi
A 404 is supposed to mean nothing is there. Wrong URL, broken link, mistyped path — the server says no, the lo […]
- What GSC Can’t See: Mapping AI Bot Fetches Against Search Clicks Using the AHQG Matrix
投稿者: uchiumi
Why We Started Tracking AI Bots In early March 2026, we began logging all AI bot access to mare-interno.com as […]
