Blog
Blog
All posts · page 15.
145 posts
TRAIL Labs
Designing an AI content pipeline: QA and 5 common mistakes
An AI content pipeline splits AI and human roles from planning to publishing. How it differs from AI writing, how to check AI drafts, and common mistakes.
Papers
The paper that defined GEO: visibility metrics, 9 methods
The paper that first defined GEO: measuring generative search visibility, which of 9 methods work, keyword stuffing, and whether low-ranked pages get cited.
TRAIL Labs
5 agentic workflow patterns: from chaining to orchestrators
Agentic workflows are pipeline patterns where an LLM works through several steps. Workflows vs. agents, which pattern fits a content pipeline, how to choose.
Analysis
Who Owns AEO? Beyond the SEO Team to Brand Consensus
AEO isn't a solo SEO job but market consensus built by brand, product, and sales. Who fixes it when AI answers skip your brand, and how to split ownership.