measurement
This is the measurement tag archive on Will's Journal: every published post that shares this tag, listed in one place.
It is a collection page, not a topic essay — scan the cluster here instead of filtering the full journal index.
Which posts are tagged measurement?
AI Visibility What belongs in an AI visibility monthly retainer vs a one-time audit
A one-time audit is the baseline plus prioritized fixes. A monthly retainer is prompt-panel tracking, entity hygiene, page jobs, and citation recovery.
AI Visibility What is share of voice in AI answers, and how do I measure it
Share of voice in AI answers is your mention and citation slice versus a frozen competitor set on a frozen prompt panel, split by engine — not classic SEO SOV.
AI Visibility How do I measure brand visibility in ChatGPT, Claude, Gemini, and Perplexity
Run a frozen weekly prompt panel on ChatGPT, Claude, Gemini, and Perplexity. Log mention, citation, and recommend as three columns — never one vendor score.
AI Visibility Does generative engine optimization drive ROI
GEO drives ROI when you are cited on commercial queries and wrong brand facts get fixed. Vanity mentions are not a return. Count tagged leads, not impressions.
AI Visibility Measuring AI Search Visibility When Rank Tracking Is Not Enough
Measure AI search visibility with a frozen prompt panel plus Search Console generative AI reports. Rank tracking alone misses ChatGPT and AI Overviews.
AI Visibility AI Citations Have Three Clocks — Hours, Weeks, and Quarters
AI citations run three clocks: retrieval in hours to days, crawl and index lag in weeks, and model-memory residue in quarters. Plan ranges, not one date.
AI Visibility AI Visibility Is Inclusion in the Answer — Not a Ranking
AI visibility is whether answer engines name or cite you on buyer prompts — not your Google rank. Track mention rate, citation rate, and share of voice.
What should you know about this tag archive?
What is this tag archive?
This is the measurement tag archive on Will's Journal: every published post that shares this tag, listed in one place.
Is this a guide to the topic, or a list of posts?
A list of posts. This page is a collection, not a topic essay — the 7 posts below are the measurement cluster on Will's Journal.