Blog
Working notes on Google SEO and AI search
The archive
Everything we’ve published
Topic
- 9 min
Where Does AI Get Its Information? What AI Engines Cite
Where does AI get its information? We tracked 14,503 citations across ChatGPT, Perplexity and Gemini: the sources they cite and how to become one of them.
- 9 min
White-Label AI Visibility Reporting: What Clients Expect
What agency clients expect in a white-label AI visibility report, what white-label really means on today’s tools, and a seven-section report template to copy.
- 8 min
AI SEO for SaaS: Getting Into the AI Recommendation Set
AI SEO for SaaS starts with placement: the four signals AI engines use to build a recommendation set, the levers that get you listed, and weekly tracking.
- 10 min
How to Choose an AI Visibility Platform: 9 Data Criteria
9 criteria for choosing an AI visibility platform: data collection method, engine coverage, refresh cadence, citation depth. Accurate tracking, not guesswork.
- 9 min
Citation Gap Analysis: Find What AI Cites Instead of You
Run a citation gap analysis step by step: pull your AI citation data, benchmark competitors, and turn the gap into concrete fixes, with a real worked example.
- 8 min
How to Rank in Google AI Overviews: A Practical Guide
Learn what actually gets a page cited in Google AI Overviews: the selection signals, schema markup’s real impact, and how to track and recover citations.