Field notes / Blog
Notes on being found
when machines do the searching
AEO, AI crawlers, and analytics a small team can actually read.
MeasureThere Is No Rank in ChatGPT: What AI Rank Trackers Report
MeasureAI Search Analytics: The Numbers You Can Actually Prove
MeasureAI Search Monitoring From Your Own Site, Not a Prompt List
MeasureAI Share of Voice Is a Sample, Not a Share
MeasureAI Visibility Tracking: Sampled Answers vs Recorded Visits
AEODoes ChatGPT Give the Same Answer Twice, or to Everyone? (No)
MeasureHow to Measure AI Visibility: Mention, Read, Click, Sale
AEOBefore You Buy an LLM Visibility Tool, Ask These 8 Questions
AEOLLM Visibility: What You Can Know and What You Can't
AEOWhat Is AI Visibility? (And Why Most Scores Are a Guess)
CrawlersWhat an llms.txt File Is, and Whether AI Crawlers Fetch It
Crawlersllms-full.txt Explained: What It Is and When You Need One
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