AI Crawler Trends in 2026: Search, Training and Agentic Access
The major 2026 AI crawler trend is specialization: separate bots now handle model training, AI search and user-directed retrieval.
AI crawler and AI search trends
Six evidence-led guides covering search, retrieval, policies, effective access and responsible crawler research.
robots.txt and AI Governance: The 2026 Policy Trend
Why crawler governance is moving from blanket rules to documented, purpose-specific policies backed by testing and change control.
AI Search and AEO Trends in 2026: What Actually Matters
A practical view of 2026 AEO trends: indexable content, original evidence, clear answers and measurement without ranking myths.
Declared vs Effective AI Access: Why robots.txt Is Not Enough
A practical guide to comparing published crawler rules with real HTTP, CDN and WAF responses.
How to Allow AI Search While Blocking Model Training
A purpose-based robots.txt pattern for publishers who want search discovery without blanket permission for training crawlers.
How to Run a Responsible AI Crawler Study
A reproducible methodology for measuring crawler policies across websites without publishing fabricated percentages.