Research and guidance for stronger AI visibility.
Practical ideas for earning citations, improving machine-readable content, and making your brand easier to find in AI-generated answers.
Event-Driven Discovery Files for AI Search
Learn how event-driven publishing keeps sitemaps, RSS, and llms.txt current without allowing high-volume sources to hide important content.
Server-Rendered Content, Structured Data, and AI Crawlers
Learn why initial HTML matters and how to use structured data without hiding essential meaning behind client-side JavaScript.
How to Measure AI Citations Beyond Raw Mention Counts
Evaluate AI citations by coverage, accuracy, source quality, context, stability, and the business questions they support.
How Query Fan-Out Changes Content Discovery in AI Search
A practical explanation of query fan-out and how clear subtopic coverage helps content participate in AI search retrieval.
Build a Reliable Website Source of Truth for AI Answers
Learn how to organize clear, consistent, and verifiable website information for search engines, AI systems, and customers.
What an AI Visibility Scan Can—and Cannot—Tell You
Learn what public-site AI visibility scans reveal, what they cannot guarantee, and how to turn findings into useful decisions.
How to Prioritize AI Visibility Improvements After a Website Review
A practical framework for ranking AI visibility improvements by access, clarity, evidence, reach, and measurement.
Understanding your ZOXO results
Learn how to interpret ZOXO findings, understand their limits, and prioritize practical AI visibility improvements.
What ZOXO checks
See which public website signals ZOXO reviews for AI search visibility, from crawl access to structured data and source quality.
How ZOXO works
Learn how ZOXO reviews public website signals, explains AI visibility gaps, and organizes practical improvements.
A practical AI Search and GEO guide is now available
Explore the ZOXO AI Search and GEO guide covering retrieval, crawler access, structured data, citations, emerging practices, and measurement.
What Google’s official guidance says about visibility in generative AI search
A source-based review of Google guidance for AI Overviews and AI Mode, including crawlability, useful content, JavaScript, structured data, and measurement.