
Google shipped three Gemini Flash releases in six weeks. A method for telling whether a model change moved your Google AI Mode citations, or whether it was noise, your own edits, or a Google-wide shift.


An AI engine that searches the web can pick different sources depending on where the question comes from. Which engines' APIs let you set a country and which do not, per their own docs, and how to compare your home market with another.


If your brand name is shared with another company, a person, a paper or a common word, AI engines can answer about the other one and cite its sources. Why it happens, what it looks like in our own data, and what you can do about it.


Most AI crawlers read the raw HTML and stop. A page reachable only through a link that JavaScript adds later may never be fetched. The evidence, with dates, and a one-line self-check.


Check ChatGPT's cited URLs, distinguish API snapshots from consumer answers, and measure referral visits separately. Includes a repeatable evidence checklist.


A step-by-step tutorial: connect the TriRank MCP server to Claude and check your AI visibility, rankings and citation rate by asking questions in plain English.
