Glossary/AI Search & Emerging/Training Crawler vs. Retrieval Crawler
AI Search & Emerging
Training Crawler vs. Retrieval Crawler
The split between bots that collect content to train models and bots that fetch content to answer and cite queries in real time.
By Brandon Mina·CEO, BrandPilot AI·Updated November 2026
Short answer
Training crawler versus retrieval crawler describes the split between bots that collect web content to train AI models and bots that fetch content to answer and cite queries in real time. Publishers often treat them differently, blocking training crawlers while allowing retrieval crawlers that can send visibility, citations, and referral traffic.