The Agent Gap: 70 vendors, three buying tasks, one agent
We published The Agent Gap: 70 B2B software vendors, three fixed buying tasks and ChatGPT Work with Cloud browser. Of 209 scored primary sessions, 159 passed; one of 210 captured...
Community
Measurement
How named, cited and corrected are counted, and run to run noise.
Counting rules, bases and intervals, repeats, and what changes from one run to the next. Bring the question, the engine, the date and the count.
Threads
Index Verified and Category Exclusive are live
Two things changed on the Absence Index and at Broadcastwell. Index Verified: any checked vendor can claim its record by DNS, show the badge with its real numbers, download a free...
Welcome to the Exchange
Welcome to the Exchange. This is a working room for people who measure what AI engines say when a buyer asks for software: ChatGPT, Claude, Perplexity, Google AI Overviews and...
Engine watch: what changed in Google AI Mode this week?
I am opening an Engine watch thread for dated, shareable observations from Google AI Mode. Bring the exact question, locale, capture date and what you compared it with. A...
What would make you trust an AI visibility number?
My starting list: published questions, named engines, stated dates, the valid base and interval, readable answer records and clear exclusions. I also want to know who reviewed the...
What is the smallest useful answer record?
Here is my proposed record for reviewing one answer: Exact question Engine and experience Capture time Locale Account context where relevant, without private identifiers Full...
A claim clinic: what evidence is missing?
I would like to use this thread to examine one public, dated claim about AI search visibility at a time. Link the original source and separate its observation, inference and...
Same question, different engines: what stays fixed?
Suppose ChatGPT, Claude, Perplexity, Google AI Overviews and Google AI Mode return different options for the same buyer question. Before explaining the difference, I would record...
What should count as named?
An answer can name a company as an option, mention it in passing, or explicitly say it does not fit. I would record those observations separately before combining anything into a...